#top data analyst interview questions

[pucksandpower]

Wagification

Max Verstappen x analyst!Reader

Summary: your job was slowly crushing your soul and stealing your sanity … until Max showed you the pleasure to be found in letting yourself be cherished and cared for (or in which a chronically overworked Sky Sports analyst becomes a WAG)

Monaco Grand Prix, 2025

You take a deep breath as you step out of the car, the Monaco sunshine bright and warm on your face. Max comes around and takes your hand, giving it a reassuring squeeze.

“You ready for this?” He asks, his eyes searching yours.

You nod, though your stomach is fluttering with nerves. It’s been nearly a year since you were last at a Grand Prix, and so much has changed. You glance down at the massive diamond on your left hand, still not quite used to seeing it there.

Max kisses your temple. “Don’t worry, I’ll be right by your side the whole time.”

Hand-in-hand, you make your way into the paddock. Immediately you’re assaulted by the familiar sights and sounds — mechanics yelling, engines revving, reporters gesturing to their cameras. It’s like you never left.

You keep your sunglasses on and your head down, hoping to avoid notice. The last thing you want is to be bombarded by your old coworkers. As a data analyst for Sky Sports F1, you knew everyone in the paddock. But you walked away from it all for Max and you aren’t sure what kind of reception awaits you now.

“Max! Max Verstappen!” You hear a female voice call out. You suppress a groan as you recognize it as belonging to Emma, one of the network’s top reporters. She hurries over, dictaphone in hand. “Max, can I get a quick interview for the pre-race show?”

“Sure,” Max says easily. He keeps holding your hand, drawing you forward. “Just make it quick, yeah?”

Emma nods, then seems to notice you for the first time. “I’m so sorry, I don’t mean to be rude. I’m Emma Walsh, with Sky Sports.” She sticks her hand out with a friendly smile.

You hesitate a second before shaking her hand. “Y/N,” you say simply, not offering your last name.

Emma’s eyes widen behind her glasses and she leans in for a closer look. “Wait a minute, I know you ...” Her jaw drops open. “Y/N Y/L/N? Is that you?”

You give a little shrug. “Yeah, it’s me.”

“Oh my god!” Emma practically shouts. “I can’t believe it! We all thought you fell off the face of the earth after you left Sky. What happened to you?”

Max slides an arm around your waist. “She fell for me,” he says with a grin.

Emma’s eyes bug out even more as she takes in your designer dress, heels, and rock on your finger. “You mean … you and Max ...”

You nod, feeling yourself blush. “About a year ago, yeah.”

“Wow.” Emma shakes her head in disbelief. “Just … wow. I mean, look at you! You look incredible!”

You smooth your hands self-consciously over your dress. Your style has certainly changed since your Sky Sports days of sensible pantsuits. As an analyst, you had lived in jeans, flats, and minimal makeup, your hair always pulled back in a simple ponytail. Now your hair falls in soft waves over your shoulders, and you’re wearing a floaty floral maxi dress and strappy heels. You went from broadcasting racing stats to being a WAG almost overnight.

“Thanks,” you say, your cheeks growing even warmer. “It’s really good to see you, Emma.”

“You too!” She grins. “I have so many questions, but I better let you go for now. Don’t want to keep the championship leader waiting.” She winks at Max. “We’ll catch up later, yeah? Drinks tonight to celebrate your return?”

“Sure, sounds good.” You smile, thankful she’s not pressing for more details now. Emma waves and heads off in search of her next interview.

Max keeps his arm around you as you continue through the paddock. “See, that wasn’t so bad,” he murmurs.

You let out a shaky laugh. “One down, about a hundred more to go.”

Over the next hour you run into what feels like every person you used to work with. They all react with similar shock at the former paddock nerd turned glamorous girlfriend of the reigning four-time World Champion.

You chat briefly with Will, who stutters over his words and goes bright red when you say hello. He had the biggest crush on you back when you worked together. Sarah can’t stop gushing over your ring. Tom tells you how weird it is not to see you hunched over a laptop crunching numbers.

The encounters leave you feeling drained, but also relieved. Your old coworkers seem genuinely happy for you, not resentful like you had worried. They don’t pry too much into how exactly you went from reporting race stats to ending up with Max Verstappen. That’s a story for another time.

Eventually you make it to the Red Bull garage, where you let out a long breath. “Phew, I survived.”

Max grins and pulls you close. “You were amazing. And you look beautiful, as always.” He nuzzles your neck.

You smile and loop your arms around his shoulders. “Have I mentioned how happy I am whenever I’m with you?”

“Mmm, maybe once or twice.” Max kisses you softly. “But feel free to keep reminding me.”

“Ahem.” Christian Horner clears his throat from behind you. “If you two can pause the PDA for a moment, we have a race to focus on.”

You spring apart, blushing furiously at being caught by Max’s team principal. Max just laughs and slings an arm around your shoulders.

“Lighten up, Christian. I’m allowed to kiss my fiancée.”

Christian shakes his head, but he’s fighting a smile. “Indeed you are. But perhaps when there aren’t cameras around?” He nods over your shoulder.

You turn to see several photographers zooming in, no doubt dying to get shots of the paddock’s newest it couple. You bury your face in Max’s shoulder.

“Ugh, no privacy anywhere,” you grumble.

Max kisses your hair. “It’s not so bad. Just part of the deal when you’re with me, remember?”

You smile up at him. “Very true. And I wouldn’t trade it for anything.”

The day passes in a blur of activity. Max has various sponsor obligations and media commitments. You stick close by his side, learning how to avoid the cameras and deflect the constant questions about your relationship. Being the center of attention still feels strange, but you’re getting better at handling it.

During Max’s autograph session, you chat with some of the other drivers’ girlfriends and wives. They give you tips on dealing with the madness. You’re touched by how kind and welcoming they are.

“It takes some getting used to,” Alex Albon’s girlfriend, Lily, says. “But once you figure out how to focus on what really matters, the rest just becomes background noise.”

You nod. Your priority is Max. Everything else is just part of the ride.

***

One Year Ago

You sink down onto a stack of tires behind the Red Bull motorhome, finally letting the tears fall. This weekend in Barcelona has been a nightmare so far. Your team at Sky Sports is chronically understaffed, so you’ve been working 18 hour days analyzing data and prepping stats graphics.

You’re exhausted, frustrated, and seriously questioning your career choices.

On top of that, you just found out that your coworker and boyfriend Jamie has been cheating on you for months with one of the new junior reporters. You feel like such an idiot for not realizing it sooner.

You just need a few minutes to yourself to cry it out before plastering a smile back on and soldiering through the rest of the weekend. You hear footsteps approaching and quickly dab at your eyes with your sleeve, but it’s too late.

“Oh, sorry, I didn’t mean to ...” The voice trails off awkwardly.

You glance up to see none other than Max Verstappen standing there, a look of concern on his face. Great. The last thing you need is Formula 1’s wunderkind catching you bawling behind the motorhome.

You scramble to your feet, trying to compose yourself. “Um, hi. No worries, I was just ...” You trail off, at a loss for how to explain.

Max steps closer, head tilted. “Are you okay? What’s wrong?”

His kindness makes the tears threaten again. You stare down at your scuffed sneakers, embarrassed.

“I’m fine, really. Just had a bad day. You know how it goes.” You force a weak laugh.

Max doesn’t seem convinced. “Here, come sit for a minute,” he says gently, guiding you back over to the stack of tires.

To your surprise, he sits down next to you in his designer jeans and Red Bull Racing hoodie like it’s no big deal. You would laugh if you weren’t still fighting more tears.

“I’m Max, by the way.” He smiles and holds out his hand.

You shake it weakly. “Yeah, I know. I mean, uh, I’m Y/N.” You blush. Smooth.

Max either doesn’t notice or is too polite to comment. “So Y/N, what has you so upset? Boyfriend troubles?” He raises an eyebrow knowingly.

You let out a watery chuckle. “Yeah, something like that. The idiot’s been cheating on me it turns out.” Saying it out loud makes the hurt swell back up.

Max shakes his head angrily. “What a dick. I don’t understand guys who treat girls like that. You deserve so much better, Y/N.”

The genuine outrage on your behalf makes you smile a bit through the tears. “Thanks, Max. I appreciate that.”

He nods. “Any guy would be lucky to have a girl as pretty and smart as you. This loser doesn’t know what he’s lost.”

Now you really can’t help blushing. You’re used to being called a lot of things — nerdy, awkward, obsessive about stats — but no one’s ever called you pretty before. Especially not a kind, cute, and famous race car driver.

You dip your head, tucking a strand of hair behind your ear self-consciously. “You’re very sweet to say that.”

Max bumps your shoulder with his. “Just calling it like I see it.”

You chat for a few more minutes about nothing in particular. Max is easy to talk to, and makes you laugh with funny stories about mishaps in the garage. By the time you hear your boss calling your name, you’ve almost forgotten about Jamie and your tear-stained face.

“Shit, I have to get back to work,” you say, standing quickly and grabbing your laptop bag. “Thanks for listening, Max. I really appreciate you taking the time.”

“Of course.” Max stands too, shoving his hands in his pockets. He seems reluctant to end the conversation. “Hey, maybe I’ll see you around again this weekend?”

You give him a curious look, wondering why he’d want to see you again after witnessing that mess of emotions. But he looks sincere. “Yeah, maybe! I’m around if you need any stats analysis or data work.” You tap your temple. “Numbers nerd, at your service.”

Max grins. “Good to know. Take care, Y/N.” With a little wave, he heads off, leaving you staring after him in surprise.

The rest of the day you keep replaying those moments with Max in your head, unable to focus. Why did he seem so interested in a frumpy data analyst having a meltdown? You can’t make sense of it.

By the time qualifying ends on Saturday, you’re practically dead on your feet. Your eyelids keep drooping as you pack up your equipment. Maybe you’ll just sleep under your desk tonight instead of walking all the way to the hotel.

“Long day, huh?”

You jerk awake to see Max leaning in the doorway of your makeshift office, thumbs hooked in his pockets. He looks annoyingly energetic and put together compared to your disheveled state.

“Uh, yeah.” You smooth your hair back,feeling self-conscious. Why does he have to catch you looking like such a mess yet again? “Just have about a million graphics to finish before tomorrow’s broadcast. The glamorous life of a data analyst,” you say wryly.

Max frowns. “They keep you here this late doing all the work yourself?”

You sigh, rubbing your grainy eyes beneath your glasses. “Unfortunately yes. We’re way understaffed, but it’s not like they’ll give us more budget to hire help.”

Max shakes his head. “That’s unacceptable. You deserve so much better than this.”

The kindness in his voice makes you suddenly emotional again. You bite your lip, willing yourself not to tear up at work twice in one day.

“Thanks, Max. I’ll be okay though, once I get some sleep ...” You know you don’t sound convincing.

Max appears to think for a moment, his brow furrowed. “You know what, enough of this. Come on.”

Before you can react, he takes your hand and gently tugs you to your feet.

“W-what? Where are we going?” You stammer, heartbeat quickening.

“We’re getting out of here. You’re clearly exhausted and need a break.” Max keeps hold of your hand as he leads you from the office.

“But-but my work … I have to finish-” Even as you protest, you let him continue pulling you along. A rebellious part of you is thrilled at this sudden adventure.

“It can wait. Right now, we’re getting some food and drinks in you so you actually have energy left for tomorrow.” Max winks at you as you exit the paddock into the cool night air. “Trust me.”

And despite barely knowing this man, you realize you do trust him. Max guides you around the corner to a lively tapas bar, chatting all the while about random topics to make you laugh. He seems genuinely interested in getting to know you.

Over shared plates of patatas bravas and fizzy cocktails, you find yourself opening up to Max in a way you never do with people you just met. But his kindness and openness make you feel comfortable. He tells you more about life as an F1 driver, the pressures and perks.

“It must be amazing getting to travel all over the world racing cars,” you muse after your second cocktail. “Like a dream.”

“Part of it is, yeah.” Max smiles wryly. “But it can also be lonely. Never really putting down roots anywhere. Hard to meet people outside the racing bubble, you know?”

You nod thoughtfully. Under the playboy racer exterior, it seems there’s a down-to-earth guy who just wants connection. On impulse, you cover his hand with yours and give it a squeeze.

“Well, you’ve got a friend here now if you ever need company at a race.”

Max turns his palm over to link his fingers through yours. “I was hoping you’d say that.” His smile is so warm and genuine, you feel your cheeks heat.

By the time you stumble back to your hotel, you’re laughing and chatting with Max like old friends. When you get to your door though, you blink blearily and sway on your feet — the long day and alcohol hitting you hard.

Max steadies you with a hand on your waist. “Whoa there. You gonna make it okay?”

You wave a hand drunkenly. “Oh yeah, totally fiiiine ...” Your balance wavers again. Okay, maybe not so fine.

Max bites his lip, seeming to have an internal debate. “Alright, slight change of plans. You’re in no state to be left alone right now.”

In one smooth motion he scoops you up bridal-style. You make a very dignified squeaking noise and clutch his shoulders.

“Max! What are you doing?”

“Making sure you’re safe for the night.” He grins down at you. “You can stay in my suite where I can keep an eye on you.”

“But … people will think ...” Even tipsy, you know spending the night in Max Verstappen’s hotel room is probably a bad idea.

“Let them think whatever. I’m being a gentleman, I promise.” The sincerity in his eyes melts your feeble protests. You really are in no state to be left alone.

You sigh and rest your head on his shoulder. “Okay fine, you win. But just for tonight!”

Max chuckles, carrying you towards the elevator. “Deal. We’ll get you sobered up and rested for tomorrow.”

You have vague impressions of a plush suite, being tucked into cool satin sheets and handed water and pills for your headache. Max brushes hair off your face with a lingering touch. “Get some sleep, Y/N. I’m right next door if you need me.”

His kindness brings tears to your eyes again, but happy ones this time. As you drift off surrounded by his scent, you think dazedly that maybe this race weekend hasn’t been so terrible after all.

In the morning, waking up in Max Verstappen’s hotel bed, you at first think it was all some crazy dream. Then the smell of brewing coffee draws you out to the living room, where Max stands in the kitchenette.

“Morning! I ordered us some breakfast.” He hands you a mug, smiling softly.

Daylight streaming through the windows makes last night’s events seem even more surreal. You feel suddenly shy as memories return. A part of you wishes you could stay here in this peaceful bubble with him forever, away from the outside world.

But reality calls, as you both have jobs to return to. Max convinces you to eat some food and take more pain meds before he walks you back to your own room to shower and change.

At your door he pulls you into a gentle hug. “Take care of yourself today, okay Y/N? And if you need another break or company again, you know where to find me.” He presses a featherlight kiss to your forehead that sends tingles through your entire body.

Somehow you make it through the day fueled by Max’s kindness and the smallest hope this could lead to more. You catch sight of him striding through the paddock, fans clamoring for his attention. His eyes always seem to find you though, lighting up with that warm smile.

After the race, you’re back in your makeshift office trying not to fall asleep at your desk before the last minutes of broadcasts. When you walk outside into the golden hour sunset though, Max is waiting for you.

“So, ready for round two at the tapas place to celebrate my win?” He bumps your shoulder playfully.

You grin up at him, this beautiful boy who inexplicably wants to spend all his free moments with you. “Definitely. Bring on the croquetas.”

Laughing together, you start making your way there. And though you don’t know what this budding connection will lead to, you’re ready to find out.

***

Nine Months Ago

You snuggle deeper into Max’s arms with a contented sigh, resting your head on his chest. The lights are dim and music plays softly in the background of his hotel suite. Rain patters against the windows, making it the perfect night to get cozy indoors.

Being wrapped up with Max like this, away from the chaos of the race weekend, has become your favorite place to be over the past few months. After that impulsive first night in Barcelona when he took care of you, you started spending more and more time together.

What began as a supportive friendship soon turned into dates, kisses, and eventually becoming official boyfriend and girlfriend. You still can’t believe that Max Verstappen, Formula 1 superstar, wants to be with a plain data analyst like yourself. But from the way he looks at you — like you’re the most captivating person in the world — you don’t doubt his sincerity.

“Have I told you lately how beautiful you are?” Max murmurs, trailing his fingers slowly up and down your arm.

You smile and nuzzle his neck. “Mmm, I think you mentioned it once or twice.”

His hands drift up to stroke your hair and you practically purr, eyes drifting shut. Max kisses the top of your head. “I mean it though, Y/N. Being with you makes me so happy.”

You lift your head to meet his lips in a soft kiss. “You make me happy too, Max. I-” You cut off with an enormous yawn that you fail to stifle in time.

Max chuckles. “Am I boring you over here?”

“No no,” you insist around another yawn. “I just can’t seem to keep my eyes open tonight.”

It’s true. As blissful as you feel cuddled up with Max, you’re utterly exhausted. This weekend has been nonstop work with little sleep. By the time you wrapped the Sky broadcasts up for the night, you could barely see straight.

Max brushes a strand of hair back from your face, his expression growing serious. “You’re completely worn out, schatje. I hate seeing you push yourself to the breaking point like this.”

You give him a tired smile. “It’s okay, really. I’m used to the long hours by now. Occupational hazard.” It comes out less convincingly than you intended.

Max’s frown deepens. He shifts around to face you, cradling your cheek in his palm. “But you shouldn’t have to be used to it, Y/N. Your bosses take advantage of your dedication. It’s not right.”

You bite your lip, not meeting his earnest gaze. Deep down you know he’s correct, but you don’t know what else to do. This career has been your life for years now.

Max gently turns your face back to his. “You deserve so much better. You keep giving everything to this job and they just keep demanding more. When’s the last time you took a real break?”

You look down, feeling the prickle of tears. You can’t even remember your last vacation or rest day. “It’s okay, really ...” you whisper half-heartedly.

“No, it’s not.” Max’s voice is firm but caring. He tips your chin up to meet his eyes. “I can’t stand seeing you being taken advantage of. It makes me want to take care of you properly, the way you should be.”

Your breath catches at the intensity in his gaze. Being taken care of and cherished so deeply is new for you. You don’t know how to respond.

Max seems to take your silence as uncertainty. “Just think about it, liefje. You could finally put yourself first and do what makes you happy instead of what makes Sky Sports happy.” He caresses your cheek with his thumb. “Doesn’t a break to rest and recover sound nice?”

You close your eyes with a shaky exhale, admitting to yourself just how badly you need it. Your health and mental wellbeing have been steadily declining under the relentless stress.

“It really does sound nice,” you whisper. A few tears leak out beneath your lashes.

Max kisses them away tenderly, holding you close. “Shh I know, baby. You’re burning yourself out trying to do the impossible. Anyone would be exhausted.”

You cling to him, sniffling. “But it’s my job, my career. I can’t just walk away ...” Even as you say it, the prospect doesn’t seem as scary as it once did. Not if you get to have this, being wrapped in Max’s love and care.

“You can walk away from anything that’s making you suffer. You’re so much more than this job. And you’ll never have to worry or want for anything ever again.” His tone drips with promise.

You lean back to search his face. “What do you mean?”

Max smiles and brushes his nose against yours. “I mean, I’ll take care of you. If you leave your job to focus on yourself and our relationship, you will want for nothing. I’ll make sure of it.”

Your eyes go wide. “You mean … quit working altogether and just … be with you full time?”

Max nods, still smiling. “It can be that simple if you want. No more crazy hours and stress. Just let me spoil you and give you the life you deserve. What do you say?”

Your pulse races as you imagine it. No more coming home at 2 am and collapsing, living off vending machine snacks. Instead you could be leisurely mornings with Max, seeing the world together, doing activities you actually enjoy instead of endless stats analysis ...

It sounds idyllic. But could you really just stop working and let Max support you? Would people judge you for it?

As if reading your mind, Max says “Ignore whatever anyone else might think. This is about what’s right for you and makes you happy. I’m sure of this, Y/N. Please trust me.”

His eyes radiate so much love and certainty. Slowly you nod, feeling a weight lift from your chest.

“Okay,” you whisper. “If you’re sure then … I trust you, Max.”

Joy spreads across his face. He kisses you deeply, pouring all his feelings into it. When he finally pulls back you’re both breathless.

“You won’t regret this, schatje. I’m going to take such good care of you from now on.” Max strokes your hair, eyes shining. “No more exhaustion and stress. Just being together and enjoying life. It will be amazing.”

You truly believe it as you drift off, safe in his arms. No more pressure to single-handedly carry Sky Sports’ data analysis. From now on, you can just be his … and find yourself again.

The next day you take a deep breath and knock on your boss’ door. Within minutes, you’ve quit your job and ended a years long chapter. It feels bittersweet but right as you box up your belongings from your little makeshift office. This time when tears prick your eyes, they’re from overwhelming relief.

Max is waiting to pick you up, greeting you with a spinning hug and long kiss. “I’m so proud of you. You’re going to be so much happier and healthier from now on, I just know it.”

You hug him tight, burying your face in his neck. “I already feel lighter. This was the right choice.”

And it truly is. As you jet off to a tropical island just the two of you that weekend, it feels like a new life.

The days pass in a dreamy haze — sleeping in, long massages, breakfast in bed courtesy of Max, sunset walks on the beach holding hands. He delights in pampering you with gifts, gourmet meals, and your every whim met often before you even speak it.

“I could get used to this,” you sigh contentedly as you lounge together in a cabana, sipping fruity cocktails.

Max smiles and nuzzles your neck. “That’s the idea. You’ll never lift a finger except when you want to from now on.”

It amazes you how he transforms from fierce competitor on the track to this caring, protective boyfriend behind closed doors. He seems to find his greatest happiness in making sure you’re thoroughly spoiled.

You do occasionally think of the drastic shift your life has taken. But any flicker of doubt is erased by Max’s love and devotion. He’s given you freedom from exhaustion and anxiety. You’ve never felt more adored.

“I don’t know what I did to deserve you,” you whisper one night as you sway together on the balcony under the stars, your silk robe fluttering around you.

Max gazes at you like you hold the secrets of the universe. “You just had to be yourself, schatje. That’s all I’ll ever need.”

He takes your breath away with slow, passionate kisses until you meltingly agree to take things inside. Your first time together is everything you imagined and more.

Afterwards, lying entwined with Max stroking your hair, you have never felt more whole. You found in each other what you needed most — care, understanding, and unwavering love.

This blissful new life together has only just begun.

***

A Few Hours Ago

You hum to yourself as you flip through the designer outfits in your massive walk-in closet, selecting options for the upcoming race. This will be your first time attending a Grand Prix on Max’s arm and you want to look perfect.

As you sift through rows of Chanel, Dior, Valentino, and Prada, you feel a pair of familiar arms wrap around your waist.

“Need any help choosing?” Max asks, nuzzling your neck.

You lean back into him with a smile. “I was just trying to narrow it down. I want to look nice for your big weekend.”

Max turns you in his arms, one hand coming up to caress your cheek. “Schatje, you could show up in sweatpants and you’d still be the most beautiful woman there.”

You scrunch your nose. “But it’s Monaco! I need to look at least semi put-together.”

“It’s impossible for you to look anything but,” Max declares, stealing a quick kiss. “You always look perfect to me.”

You swat his chest but can’t help grinning. His constant compliments and admiration still give you flutters even after months together.

Taking your hand, Max comes to stand before the endless clothing options. “Okay, let’s see what we’re working with here.”

You pull out two of your favorites: a sleek black Balmain jumpsuit with a deep neckline and waist cutouts, and a shimmering floral Givenchy maxi dress.

“Ooh, these are both amazing,” Max says, fingering the luxe fabrics. “That jumpsuit would show off your sexy legs, but this fabric is so pretty with your skin tone ...”

You chew your bottom lip thoughtfully. “I’m torn too. What’s your vote?”

Max pretends to scrutinize them closely before breaking into a smile. “Well you know I love you in anything. Or nothing,” he adds with a wink.

You roll your eyes and swat him with a hanger. “Behave! I need actual fashion advice please.”

“Okay okay.” Max puts on an exaggerated serious expression. “The Givenchy dress is very classy and princess-like. But I love the way this Balmain hugs your curves.” To demonstrate, he traces a hand along the waist and down your side.

You shiver pleasantly at his touch. “Mmm, good point ...”

Max leans in close behind you, hands resting on your hips. “Imagine me peeling it off of you after my win.” He presses a kiss below your ear.

You melt back into him, tilting your head to give him better access to your neck. “Well when you put it that way ...”

“The dress would be pretty easy access too though.” Max slides his hands under the fabric across your thighs teasingly.

You gasp and swat him away again, laughing. “Okay stop distracting me! I really do need to pick.”

Max relents with a grin, holding up his hands in surrender. “Alright, you win. I officially vote for the dress. It’s sexy yet elegant, just like you.”

You smile and give him a peck on the lips. “Now, what about bags and shoes?”

You move through your endless options as Max offers his input. He has a surprising eye for fashion despite his own relaxed, sporty style.

“This one matches the best.” He selects a sleek black crocodile Birkin. “Classy and understated.”

You turn the bag over in your hands. “Ooh I forgot I had this one. Good call!”

After picking strappy heels to complete the look, you start browsing your jewelry selection.

“That’s a lot of shiny stuff,” Max remarks, eyes roving over the boxes of diamonds, emeralds, sapphires and more.

You arch an eyebrow. “Says the one who got carried away with the jewelry purchases ...”

Max just grins and pulls you close. “I want you to have it all. You deserve to be spoiled.” He captures your lips in a sweet kiss.

You hum happily against his mouth before pulling back. “Will you help me pick something?”

“Hmm let’s see ...” Max peruses the options before selecting an elegant diamond necklace. “Yeah, this one is perfect. Really complements the dress.”

He fastens it carefully around your neck, meeting your eyes in the mirror with a smile. His gaze trails down your body as you model the full outfit together.

“You look absolutely incredible, liefje. Every man in Monaco will be drooling over you.”

You turn to wrap your arms around his shoulders. “Well I only care about impressing one man.” You kiss the tip of his nose.

Max’s hands find your waist again, warm on your exposed skin. “Oh trust me, I am very impressed. And the second we’re alone after the race this outfit will be on the floor.”

You laugh as he nuzzles into your neck, nipping lightly. Somehow, you manage to fall more in love with Max every day.

You eventually disentangle, needing to actually get ready for the day ahead.

“What should I wear in the meantime?” You muse, fingers drifting over the designer options.

Before you can choose, Max comes up behind you and starts guiding a silk robe onto your shoulders.

“How about nothing at all? I’m enjoying this view already,” he murmurs against your skin as he wraps the sash loosely around your waist.

You lean back into him with a hum of pleasure. “Well if you insist ...”

Max takes your hand and leads you to the bed, laying you back against the pillows. He undoes the robe just enough to expose your body as he trails kisses everywhere. “Mmm yes, this is much better than any outfit.”

You run your fingers through his hair, arching into his touch. “What happened to getting ready for the race?” You breathe.

Max pauses his kisses just below your navel to flash a wicked grin up at you. “Race day can wait for a few more minutes. Right now I want to appreciate my gorgeous girl.”

You have zero arguments with that logic. With a happy sigh, you surrender to his skilled and eager mouth, letting all other concerns fade away. Everything else will have its turn — being worshiped by Max is the only thing on your schedule this morning.

Eventually though, you manage to dress and make your way to the circuit. As you ride through the streets together on the way, Max keeps an arm curled tightly around you.

“You know, despite the fancy clothes and jewelry, you’re still the same humble, kind-hearted woman I fell for,” Max says, kissing your temple. “All that other stuff just enhances your inner beauty.”

You smile and squeeze his hand as you lift your lips to meet his. “You always know just what to say.”

You keep your chin up and shoulders back as you step onto the harborside track that will soon be swarming with VIPs. With Max by your side, you have everything you need — now and always.

***

Monaco Grand Prix, 2025

The cheers of the crowd echo in your ears as you watch Max pass the chequered flag, securing his win. Your heart swells with pride and love as he pulls the car over to parc fermé and hops out, immediately searching for you on the other side of the barriers.

The second his eyes land on yours, his face lights up with that smile that melts you every time. He’s barely stepped out of the car before you launch yourself into his arms.

“You did it! I’m so proud of you,” you breathlessly exclaim.

Max laughs and pulls you closer. “I’m just happy to win it for you, liefje.”

Still holding you against his chest, he claims your mouth in a fierce celebratory kiss as the team and cameras swarm around. Your world narrows to just the feeling of his lips on yours, his race suit damp with sweat under your palms.

When you finally break for air, foreheads touching, Max murmurs “I love you so much. This one was for you.”

Your answering smile feels brighter than the Monaco sunshine. “I love you too. You were incredible today.”

The podium ceremony and interviews pass in a euphoric blur. Max keeps you tucked close to his side whenever he can, his arm firmly around your waist. He only has eyes for you despite the chaos surrounding him.

Finally escaping to the privacy of his driver’s room in the Red Bull motorhome, Max properly ravages you up against the door. The heady mix of victory and desire is intoxicating.

Much later, surrounded by empty champagne bottles with Max nuzzling lazy kisses across your bare shoulders, you hear a tentative knock.

“Decent?” Comes Emma’s teasing voice.

“Just a minute!” You call out, scrambling for your discarded dress.

Max pouts adorably as you wriggle back into it. “Do we have to go out? I’m enjoying having you all to myself ...”

You smile and kiss him sweetly. “Soon baby. But let’s celebrate with some friends first.”

Max sighs but nods, taking your hand as you go open the door. Emma’s eyebrows shoot up as she takes in your thoroughly debauched state, but she politely doesn’t comment.

“Y/N! There you are! Oh, and congrats on the win,” she says to Max before turning back to you. “We’re all heading to Jimmy’z for the afterparty. You have to come!”

You hesitate, glancing at Max. “Oh, actually we already have plans ...”

“Come on, it will be like old times! We can squeeze you both in, I’m sure,” Emma pleads. Your former colleagues are beckoned over — Tom, Will, Sarah, and others waving excitedly.

Their eager faces make you pause, but Max just chuckles and slides an arm around your waist. “No need for squeezing into crowded clubs. I’ve already reserved some VIP booths so we can party properly.” He winks down at you.

“Oh! Well in that case, we’ll see you there.” Emma looks impressed. The others chatter excitedly as they head off to get ready.

You grin up at Max, arms looped around his neck. “You’re the best, you know that?”

“Only the best for you, beautiful.” He kisses you softly before you head off hand-in-hand.

After making yourselves presentable again, you set out into the Monaco night. The Circuit de Monaco is still abuzz with energy, music and laughter pouring from every corner.

The line outside Jimmy’z stretches far down the block. But the bouncer immediately waves you through with a respectful “Mr. Verstappen, this way please.”

You exchange a smile with Max, who keeps you tucked close against his side. It still feels surreal being ushered into exclusive areas that once intimidated you. Now it’s your glamorous new normal.

“Y/N, you made it!” Emma jumps up and hugs you tight. She eyes your designer outfit and perfectly styled hair. “Damn, look at you! Got that WAG glow going on.”

You smooth your hands self-consciously over your dress. “Oh, thanks! Just trying to look the part, I guess.”

You chat and laugh with Emma and your former coworkers as music pulses around you. When the Go-Go dancer comes by with a tray of sparklers, you impulsively grab two, popping one in your mouth and handing the other to a wide-eyed Emma.

She fumbles to light hers, watching as you tilt your head back and laugh, little sparks showering your face.

“Girl, you are wild tonight!” Emma has to shout over the music. “I’ve never seen you like this.”

You just smile and rummage through your Birkin for lipstick to touch up, crossing and uncrossing your legs that sport sky-high Louboutins. Your time working 18 hour days hunched over a laptop feels like another lifetime.

Eventually needing a break from the noise, you head to the bar to refresh your drink. Emma joins you, peering at the menu.

“Damn, I can’t even pronounce half this stuff,” she laughs. “What are you thinking of getting?”

You scan the options. “Mmm, maybe the Dom Pérignon Rosé? Sounds nice.”

Emma shakes her head in disbelief. “You really have gone full glam. I don’t think I ever saw you drink anything but Heineken at the track.”

You scoff, “Well we didn’t exactly have champagne on offer in our part of the paddock.”

You smile politely as the bartender brings your drink over. Emma is still eyeing you curiously.

“What?” You ask, laughing under her scrutiny.

“Nothing, just ...” She waves a hand at you. “Look at you with the designer outfit, Birkin bag, $500 drinks … you’re a whole new woman!”

You take a sip of the bubbly pink liquid and just smile. “Is that such a bad thing?”

“No no, not at all!” Emma rushes to say. “You seem really happy. I’ve just never seen you like this before. You were always the practical, focused one. Now you look … fully embraced by the glitz.”

You lean against the bar, considering her words. She’s right — the old you never could’ve imagined fully embracing this lifestyle. But now you can’t imagine anything else.

“I am happier than I’ve ever been,” you tell her honestly. “With Max I’m free to enjoy life and not worry about anything. He takes care of it all.”

Emma raises her eyebrows. “So he just … pays for everything, and you live this champagne lifestyle together?”

You smile, fingering the enormous diamond on your left hand. “Basically, yes. And it’s as amazing as it sounds. I’ll never need to work or stress over bills or anything again.”

“Huh.” Emma takes a thoughtful sip of her own drink. “Don’t you ever miss the thrill of data crunching and racing strategy though?”

You consider it for a moment. The thought of long hours analyzing race stats and performance metrics makes your brain hurt.

“You know … I really don’t,” you realize. “I can barely even remember the programs and systems we used. And I like it that way.”

Emma nods slowly. You can tell she’s making an effort to be open-minded about your new life. Before she can respond, you feel the presence of someone behind you.

“There’s my beautiful girl,” Max murmurs, sliding his arms around your waist and nuzzling your neck. “This party is nowhere near as fun without you.”

You lean back into him happily. His passion and desire for you still give you the same flutters as that first night together in Barcelona. You doubt that will ever change.

Turning in his arms, you accept the kiss he gives you, not caring that Emma is still standing there. Let her see how crazy you are for each other.

When you pull back, Max smiles down at you like you’re the only person in the crowded club. “Dance with me?” He extends a hand, already gently pulling you towards the dancefloor.

You let him lead you away without a backwards glance. Emma can think what she wants, but she can’t possibly understand your relationship with Max. You know this is exactly where you’re meant to be.

Max hands you a fresh glass of champagne and keeps an arm curled around your waist as you sway together. The music and alcohol fill you with euphoria.

“Have I told you how stunning you look tonight?” Max murmurs in your ear, his breath hot on your skin.

You smile up at him coyly. “Feel free to keep reminding me.”

Max’s answering grin is sinful. His hands travel your body as you move together. “I plan to show you later just how irresistible I find you.”

The night flies by in a blur of dancing, drinks, and stolen kisses in the shadows with Max. Your former colleagues party into the early morning, but eventually stumble back to their hotels.

You and Max retreat back to your shared apartment just as dawn breaks over the horizon. As promised, your dress hits the floor immediately. He ravages you with hungry kisses, urging you higher and higher until you cry out his name again and again.

After, wrapped securely in his arms, you sigh in utter contentment. The smooth sheets feel divine against your skin and Max gently strokes your hair as you doze against his chest.

“So I take it you had fun?” He asks, a smile in his voice.

You lift your head to grin at him. “It was amazing. Although ...” You bite your lip coyly.

Max raises an eyebrow. “Although what, schatje?”

“Well, this part is still my favorite.” You punctuate your point by straddling his waist again, bending to kiss him deeply.

Max groans appreciatively against your mouth, hands grasping your hips. “Mmm mine too. In fact, I don’t think we’re done celebrating yet ...”

Your lips part in ecstasy and your nails rake down his back as he takes you right to the edge again and again. Finally collapsing in a tangle of sweaty limbs, you’re both completely spent and blissful. You curl into Max’s side, eyes drifting shut.

“I love you so much,” you murmur, the words slurring together.

Max kisses your hair, stroking your back. “I love you too, Y/N. Being with you is a dream.”

You slip into peaceful dreams still wrapped in each other. The glitz and glamour of F1 life is fun, but nothing compares to the private world you share with Max.

You’ll face the crowds and cameras again soon. But right now, lost in Max’s embrace, you have everything you need.

[kpop---scenarios]

Linked (1)

Pairing: Byun Baekhyun x Y/N

Word Count: 3.2k

Warnings: Eventual Smut, Mean people, Language.

A/N: I'm back baby! I hope you all enjoy the first chapter!!

"Miss Y/N?" A woman says, breaking you out of your concentration of looking at tikok’s. 

Startled, you look up and standing before you is a very pretty, well dressed woman holding files between her petite fingers. "Are you ready for your interview?" She asks. 

Taking a small breath, as you nod your head and smile at the woman. "I'm Ava, and I'll be conducting your interview on Mr. Byun's behalf." She says, walking through the office hallways. It's so plain, the white walls just dying for at least a pop of color, or even a picture of some sort. Ava leads you into a plain white room, nothing in it but the necessary items. Did you really want to work somewhere so boring? You were lost in your thoughts again after answering only a few routine questions. 

"I think you'd be a perfect fit for this job." Ava smiles. You'd only been talking for 15 minutes before she decided. 

"Thank you." You smile. 

"I'd like to offer you the position as the Senior Data Analyst. You'd be working directly under Mr. Byun." She tells you. 

"Sure. Yes, thank you so much." You say. One thing checked off your list. Find a job, find an apartment, and get settled in this new town. Luckily you had an apartment view right after this interview, and considering you were hired on the spot you had an extremely good feeling. 

The apartment sucked, but you took it anyway. You would try your best to make the small studio apartment feel like home, but you weren't quite sure how. You weren't the most stylish, if you really had to describe yourself, you were quite bland. You knew the clothes you wore were a size or two too big, but you had no urge to change yourself. For what, or for who? You had no one in your life to care about, you didn't even care about yourself.

You laid in your bed that night, staring at the popcorn ceiling, as you remembered why you moved here in the first place, and your heart broke all over again. 

**

Slowly and quietly you pressed your ear to the bedroom door at this party. 

"Stop telling Y/N she has a chance with me. Please, it makes me sick to even think about it." You hear Hongjoong laugh loudly. "I can't even listen to her talk for more than 30 seconds at a time. I don't know how you do it. Her voice is so fucking annoying." 

"Right? I swear to go sometimes I feel like my ears are bleeding. And you should see her when she cries. So fucking ugly." You hear Maya giggle. 

"And is it just me or is she fucking dumb? How could she love me for all these years and not realize how repulsed I am by her?" He asks. 

Ouch. 

“I know math isn’t her best subject but Christ, can't she add up all the things you don’t do around her and see you’re not into her, and never will be? I mean, you try to leave the room whenever she enters." Maya laughs. "So there's no chance of you leaving me for her?" 

"You think I'm gonna leave a goddess like you, for that thing? Come on, baby, you should know me better than that. Plus, she doesn't have a set of tits like these." He laughs. 

As quickly as the hurtful words began, they stopped. You weighed your options of what to do but your body still felt too numb to move. 

You stood there, your ear pressed against the door feeling your stomach sink. You wanted to run away but it was like your feet were glued to the floor. 

The floor that made your knees feel weak as you turned the door knob and pushed the door open to see Maya, on top of Hongjoong. 

The music that was once pounding in your ears was now quiet. It was so muffled as you began to only hear your own shallow and fast breaths. You could hear and feel your heart pumping at a pace you were sure was off the charts, while also slowly ripping into tiny pieces. 

You felt like you couldn't breathe as his hands gripped her body. They hadn't heard the door opening. 

The walls were suddenly caving in as he slowly slid his fingers up and down her curves moving over her ass to squeeze it. 

Tears fell from your eyes as you watched him touching her in ways that you had once dreamt about. 

Your face begins to burn in complete embarrassment. The fucking betrayal you felt from someone who said they loved you. Maya was supposed to be your best friend. She was the one who was by your side when you cried, wondering why he didn't love you back. She held you as you sobbed into her lap, she wiped your tears away and always had comforting words for you. She would laugh at his Instagram page with you and acted as if she didn't even like him.

But here she was ripping you apart with him for their own enjoyment.  

**

Tears streamed from your face as you rolled over in your bed. You hated remembering that day. The day you lost your best friend. It hurt so bad and you know you needed to move on but that's always easier said than done.

The next morning you woke up, exhausted and not ready for the day but you had your first day of work. You'd tried to look up Mr. Byun last night, but there were no pictures of him anywhere. You thought that was a little odd, but didn't chalk it up too much. You got ready for the day in record time, putting on your too big skirt, with your too big shirt and oversized blazer. You put your hair up the best you could and avoided all makeup. 

Slowly, you walk into the building, making your way to the 35th floor, where your office was supposed to be. The entire floor was empty when you arrived. Just the way you liked it. You popped in your airpods, started your music and got to work organizing the 5 items on your desk. It took you roughly 3 minutes. You glanced at the clock, 6:55am. You still had 35 minutes until you were technically supposed to start, but it never hurt to get a head start. You worked for a little bit, listening to your favorite songs before you barely noticed a few people entering their cubicles. You mostly ignored them, offering a small nod of acknowledgement before getting back to work. You hadn't noticed anyone walking into the all glass office in front of you, until you felt your heart tug. A feeling you had never once felt before. You looked up and saw the most handsome, stone-cold looking man you'd ever seen. You couldn't take your eyes off of him, it was like you were drawn to him. 

"Handsome, huh?" You hear, breaking you out of your trance. 

"Who? What?" You say, looking up. Standing in front of you is a thin, blonde bombshell with a smile that could make you forget any worry in your life. “Hi. I’m Y/N.” You cough. She was so beautiful, it made you extremely nervous. 

"Hi, I'm Lisa, I work in that cubicle to your left." She says with a smile. “I just wanted to bring these over for approval from you, and introduce myself.” She explains, showing a small pile of papers in her hand. You were listening to her, but you had a hard time keeping yourself engaged in the conversation. Your eyes continued to dart towards the man who took your breath away and Lisa definitely noticed. She let out a small giggle to regain your attention. You swiftly looked back at her, giving her an apologetic smile. 

 "That's Mr. Byun.” She tells you. “Do your work, don’t get in his way and don’t question him and you’ll be just fine.” she tells you. 

“He looks mad.” You say, taking a quick glance at him before looking back to Lisa. 

“That’s just his face I think. He always looks like he’s got a painful stick up his ass." She whispers. 

"Why did you start whispering?" You asked. 

She sets the pile of papers on your desk, looking back towards Mr. Byun's office and looking back at you. "He hears everything." She whispers again, walking out of your office with a smile.  

Your eyes turned over to Mr. Byun, you were having a hard time turning your gaze somewhere else. There was just something about him that was driving you crazy. You watched as he shouted at someone on the phone, the veins in his neck and hands popping out intensely. His dark brown hair flowed perfectly on his head. His suit fit him perfectly, you could see the muscles all over his body. 

Suddenly he slammed the phone down onto the receiver, you were surprised it didn’t break with the amount of force he used. He rubs his eyes before running his fingers through his hair. He looks up, his eyes meeting yours without hesitation. Your heart pulls toward him. You wanted to get out of your seat and slip your tongue into his mouth. You wanted to be near him, holding him and you didn't know why. His eyes are still on yours as he walks out of his office, heading straight for you. Your heart begins to pound as he gets closer to you. 

"Who are you?" He asks, abruptly. You're looking directly in his eyes, you can’t help but almost get lost in them. They’re so dark, like they're filled with pure hatred. 

"Uh, I'm L/N Y/N. I'm your new Senior Data Analyst. " You respond. "Pleasure to meet you, Mr. Byun." 

"We’ll see about that. Get to work Miss. L/N." He says, walking out of your office and back to his. Your eyes meet again as he brings down his shade, his eyes still glued to yours. 

The rest of the day, you couldn't get him off your mind. You had a hell of a time trying to focus on any of your work. You just wanted to see him again. Anytime you let your mind wonder, it went to him immediately. You felt like you loved him but you didn't even know him.

After you had finally finished all your work, it was dark outside. You let out a big, loud yawn as you stretched your body from your desk. You gathered all your belongings and turned the lights out to your office. As you walked by Mr. Byun’s office, you noticed the lights were still on. You peaked in through a small patch of glass that was uncovered from the shade and saw him sitting at his desk with another extremely handsome man, sitting across from him. You knew you shouldn’t have been peaking in, but your curiosity got the better of you. Within seconds, Mr. Byun’s head whipped around, his eye’s shooting daggers towards you. 

You let out a small screech before you quickly take off to the elevator, hoping that either it comes fast or he doesn't come out of his office after you. You get onto the elevator and press the close door button as quickly as you can.

You made it home that night without incident and without Mr. Byun yelling at you for being nosey. You just needed to mind your business and not do that again. 

You dreamt of him that night. His hands gliding over your body, his tongue licking you everywhere, how he tasted, how it felt to have him on top of you. You woke up in a puddle of sweat the next morning. You had so wished it was real. 

The rest of the week went by, and he paid you no attention at all. He didn't even bring up your little snooping issue. Whenever he had a request from you, he sent Ava to ask you. Obviously he couldn’t be bothered to do it himself. You hated that. You wanted to see him again. 

He kept the shades of his glass office down, further avoiding any contact with you. It wasn’t until the next week that you’d finally be able to see him again. Lisa had ever-so apologetically placed a stack of papers on your desk, minutes before 5pm. You weren't one to just leave the papers for the morning, and honestly, you had no one waiting for you at home so why wouldn't you stay late and do them. Around 8pm, you’d finally finished and you were carefully planning Lisa’s murder for the next day. You were exhausted. You grabbed your coat off the back of your chair and rubbed your eyes while you walked towards the elevator. You were so tired you didn’t even look in Mr. Byun’s office as you passed it. You had expected him to have left hours ago anyways. You pressed the down button on the wall and waited silently. It wasn't until a few seconds later you felt someone standing behind you. The doors to the elevator ding, sliding open. You turn around and see him standing there, an unimpressed expression plastered on his face. 

He looks at you and at the open elevator doors, motioning for you to get in. your brain finally clicks and you get on as he follows behind you. You press the button for the first floor and prepare for an uncomfortable and silent ride down 34 floors. Mr.Byun takes a deep breath as he stands next to you, your arms just almost touching. “Why are you here?” he murmurs under his breath. You barely didn’t quite catch what he had said. 

“What was that?” You ask, turning your head to look at him. 

He sighs. Turning towards you, taking a few steps until you're backed into the wall. He places his hand next to your head, leaning himself in closer to you. 

“I said.. Why are you here?” he whispers, his lips so close to yours. “Do you have any fucking idea what youre doing to me?” he asks, breathing heavily. His head moves closer to you, his lips narrowly escaping yours as he places his head onto your neck, inhaling deeply. It was like he couldn't get enough of your smell. Before you could say anything the elevator dings, and he moves away from you as fast as he can, walking out into the lobby, leaving you there wondering what the fuck just happened.

**

Over the next several weeks after that incident, he kept trying his best to ignore you. Everyday. Occasionally you’d catch a glance of him, and the eye contact was so intense you could feel heat running through your entire body. Everyday that you didn’t see him, your heart hurt more and more. You couldn’t explain why but it felt like it was breaking you. You knew it was ridiculous, he was your boss, how could you love him? 

You didn't have an answer to why you did, but you did and you really didn't want to.

After working at your office for a few months, you decided you needed a change. You were tired of looking frumpy and exhausted while everyone around you looked bright and amazing. You needed to reinvent yourself, and spice up your life and you needed to do it now or you wouldn’t do it at all. That weekend you took the plunge. 

You went to the salon first. you got your hair done something that was better suited for you, a new style and new color. You went to the mall, and completely changed your wardrobe from the baggy clothes you were wearing to things you normally would never wear. You bought outfits that actually fit you, and showed off your body instead of hiding it. You bought proper bras and sexy panties. You felt good and different, but a good different. You couldn't wait to showcase the new you. You had never felt so confident in yourself before, and you loved it. 

Monday morning, you strutted into the office, your dress hugging your curves, your hair bouncing as you walked. You could feel all eyes on you as you walked to your office. You had never felt everyone watching you in a good way before and it felt amazing. You placed your jacket on the hook and sat in your chair to get to work. Lisa walked into your office with her mouth hanging wide open. 

“Girl.” She squeals. “You look phenomenal!” She eye’d you up and down, admiring your outfit.

You could feel your cheeks get hot from the compliment. “Thank you.” you laughed. “It feels weird, but good.” you tell her. 

“It should feel all good, girl. You look great.” she smiles. “Also Ava is out today, so i've been instructed to tell you that Mr. Byun needs to see you in his office.” She says, side eyeing his office.  

You try your best to swallow the lump in your throat as you nod your head. You hadn't seen him when you walked in, and you anxiously wondered what he would possibly think of your new look. You stood up, smoothed out your dress before heading towards his office. You stood in front of the door, breathing heavily as you knocked lightly on his door. 

“Come in.” you hear from a gruff voice. 

You turn the handle to his door and walk in and it’s like you can’t breathe. He sits there, his hands in his lap, leaning back in his chair. Fuck he looks so good. 

“You wanted to see me?” you ask. 

“You changed yourself.” he points out. His eyes trail your body up and down as he admires you. 

“Just a few things. What did you need to see me for, Mr. Byun?” you ask. You wanted to get out of there as fast as you could. Your heart was racing, you could feel the sweat covering the palms of your hands. 

“Call me Baekhyun.” he says, getting out of his chair. He walks towards you, almost in slow-motion, like he was gliding towards you. You step back as he gets closer to you. His head reaches out, caressing your face. 

“It’s getting too hard to fight, Y/N.” he whispers, looking deep into your eyes. “I don’t want to want you.” 

“I don’t want to want you either.” You admit. 

“You feel it too? The pull, the urge, the desperation?” he asks. You can’t speak, you can only nod your head. “Then it’s true.. You are my mate.”  

“I'm your what..” you ask. Before he can answer, his door swings open. Baekhyun backs away from you and in walks a brunette bombshell. She was absolutely stunning and you’d never seen her before. 

“Jennie.” Baekhyun says, clearing his throat. “What are you doing here?” he asks. 

“Poor girl looks frightened, Baeky.” she smiles. “I hope you're not scaring your staff too much.” she giggles. 

“Who are y..” you begin before she cuts you off. 

“Oh!” she laughs. “I’m Jennie Kim.” she announces, moving closer to Baekhyun,  wrapping her arm around him. 

“I’m his fiancee.” 

[ivankahasbeentreatedsounfairly]

The New York Times

Jonathan Swan

May 4, 2025

President Trump said in an interview that aired on Sunday that he did not know whether every person on American soil was entitled to due process, despite constitutional guarantees, and complained that adhering to that principle would result in an unmanageable slowdown of his mass deportation program.

The revealing exchange, on NBC’s “Meet the Press,” was prompted by the interviewer Kristen Welker asking Mr. Trump if he agreed with Secretary of State Marco Rubio that citizens and noncitizens in the United States were entitled to due process.

“I don’t know,” Mr. Trump replied. “I’m not, I’m not a lawyer. I don’t know.”

Ms. Welker reminded the president that the Fifth Amendment says as much.

“I don’t know,” Mr. Trump said again. “It seems — it might say that, but if you’re talking about that, then we’d have to have a million or two million or three million trials.” Left unmentioned was how anyone could be sure these people were undocumented immigrants, let alone criminals, without hearings.

Mr. Trump responded “I don’t know” one more time and referred to his “brilliant lawyers” when Ms. Welker asked whether, as president, he needed to “uphold the Constitution of the United States.”

The comments came amid the many legal challenges to the administration’s agenda, especially Mr. Trump’s aggressive deportation campaign, and as top administration officials have begun to question the president’s obligation to provide due process. Mr. Trump has attacked judges, called for their impeachment and ignored a Supreme Court ruling directing his administration to facilitate the return of a migrant, Kilmar Armando Abrego Garcia, who was mistakenly sent to a prison for terrorists in El Salvador.

Mr. Trump said in the interview that he may seek clarification from the Supreme Court on what it meant by the word “facilitate” when referring to the return of Mr. Abrego Garcia.

Like most conversations with Mr. Trump, the interview roamed over broad territory, covering subjects as diverse as recent economic data, his trade war with China, negotiations between Russia and Ukraine, his musings about an unconstitutional third term in office, and possible Republican successors. The interview was taped on Friday.

The president, perhaps frustrated that President Xi Jinping of China has held firm under the pressure of the administration’s 145 percent tariffs on China, reverted to tough trade talk after weeks of signaling that he was eager for a deal.

Mr. Trump said he was not worried about a recession despite some Wall Street analysts predicting one and suggested that it was a good thing for the United States to have gone “cold turkey” on trade with China through the prohibitively high tariffs.

“We were losing hundreds of billions of dollars with China,” he said. “Now we’re essentially not doing business with China. Therefore, we’re saving hundreds of billions of dollars. Very simple.”

Noting that the U.S. economy shrank in the first quarter, Ms. Welker asked Mr. Trump when he would take responsibility for the economy and call it the Trump economy rather than blaming it on former President Joseph R. Biden Jr.

Mr. Trump’s response encapsulated his lifelong relationship with credit and blame: “I think the good parts are the Trump economy and the bad parts are the Biden economy because he’s done a terrible job.”

Asked about the war in Ukraine and his administration’s efforts to negotiate an end to it, the president said he had come close to walking away from the talks and still might do so.

Mr. Trump claimed during his presidential campaign that he could strike a peace deal between Russia and Ukraine within 24 hours of taking office. About 100 days in, he now claims he was being sarcastic. He has been frustrated by the grinding process and lack of progress. And President Vladimir V. Putin of Russia has ignored Mr. Trump’s public calls to stop bombing Ukrainian cities.

“Well, there will be a time when I will say, ‘OK, keep going. Keep being stupid and keep fighting,’” Mr. Trump said in the interview.

Mr. Trump was asked about his repeated statements about considering an unconstitutional third term in office. In the interview, he went further than he had previously in saying he did not intend to run again, despite the fact that the Trump Organization’s online store is selling Trump 2028 hats.

“There are many people selling the 2028 hat,” the president said, “but this is not something I’m looking to do. I’m looking to have four great years and turn it over to somebody, ideally a great Republican, a great Republican to carry it forward.”

Then he mentioned two Republicans who might fit the bill as his successor: Mr. Rubio and Vice President JD Vance.

[londonjobsuk69]

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The city hosts industry events, meetups, and conferences, making it easier to connect with employers.

Top Industries Hiring in London

IndustryPopular Job RolesAverage Salary (£)FinanceAccountant, Financial Analyst£40,000 - £80,000TechSoftware Developer, Data Scientist£50,000 - £100,000HealthcareNurse, Doctor, Healthcare Assistant£25,000 - £70,000HospitalityChef, Hotel Manager, Waiter£20,000 - £45,000Creative ArtsGraphic Designer, Content Writer£25,000 - £60,000

How to Find Jobs in London

1. Use Specialized Job Portals

Websites like London Jobs UK list thousands of local vacancies, from entry-level to executive roles.

2. Recruitment Agencies

Register with agencies specializing in your industry for access to unadvertised positions.

3. LinkedIn & Networking

Many jobs are filled through referrals—connect with professionals and follow companies you’re interested in.

4. Company Career Pages

Major employers like Google, NHS, and Barclays post openings directly on their websites.

5. Job Fairs & Events

London hosts regular career fairs—great for meeting employers face-to-face.

Tips for Securing a Job in London

✔ Tailor Your CV – Highlight relevant skills and experience. ✔ Write a Strong Cover Letter – Show why you’re the best fit. ✔ Prepare for Interviews – Research the company and practice common questions. ✔ Be Persistent – Follow up on applications.

The Future of Jobs in London

Remote & Hybrid Work – More companies offer flexible arrangements.

Tech & Green Jobs – High demand for AI, cybersecurity, and sustainability roles.

Gig Economy Growth – Freelance and contract work is increasing.

Start Your Job Search Today!

For the latest jobs in London, visit London Jobs UK to browse thousands of listings, set up job alerts, and apply directly to top employers.

Your dream job in London is waiting—begin your search now!

[freshyblog07]

Top SQL Interview Questions and Answers for Freshers and Professionals

SQL is the foundation of data-driven applications. Whether you’re applying for a data analyst, backend developer, or database administrator role, having a solid grip on SQL interview questions is essential for cracking technical rounds.

In this blog post, we’ll go over the most commonly asked SQL questions along with sample answers to help you prepare effectively.

📘 Want a complete, updated list of SQL interview questions? 👉 Check out: SQL Interview Questions & Answers – Freshy Blog

🔹 What is SQL?

SQL (Structured Query Language) is used to communicate with and manipulate databases. It is the standard language for relational database management systems (RDBMS).

🔸 Most Common SQL Interview Questions

1. What is the difference between WHERE and HAVING clause?

WHERE: Filters rows before grouping

HAVING: Filters groups after aggregation

2. What is a Primary Key?

A primary key is a unique identifier for each record in a table and cannot contain NULL values.

3. What are Joins in SQL?

Joins are used to combine rows from two or more tables based on a related column. Types include:

INNER JOIN

LEFT JOIN

RIGHT JOIN

FULL OUTER JOIN

🔸 Intermediate to Advanced SQL Questions

4. What is the difference between DELETE, TRUNCATE, and DROP?

DELETE: Removes rows (can be rolled back)

TRUNCATE: Removes all rows quickly (cannot be rolled back)

DROP: Deletes the table entirely

5. What is a Subquery?

A subquery is a query nested inside another query. It is used to retrieve data for use in the main query.

6. What is normalization?

Normalization is the process of organizing data to reduce redundancy and improve integrity.

🚀 Get a full breakdown with examples, tips, and pro-level questions: 👉 https://www.freshyblog.com/sql-interview-questions-answers/

🔍 Bonus Questions to Practice

What is the difference between UNION and UNION ALL?

What are indexes and how do they improve performance?

How does a GROUP BY clause work with aggregate functions?

What is a stored procedure and when would you use one?

✅ Tips to Crack SQL Interviews

Practice writing queries by hand

Focus on real-world database scenarios

Understand query optimization basics

Review basic RDBMS concepts like constraints and keys

Final Thoughts

Whether you're a fresher starting out or an experienced developer prepping for technical rounds, mastering these SQL interview questions is crucial for acing your next job opportunity.

📚 Access the full SQL interview guide here: 👉 https://www.freshyblog.com/sql-interview-questions-answers/

[singhanurag1]

Top Business Analyst Interview Questions You Must Prepare

Ace your next business analyst interview with confidence! Prepare for key questions covering requirements gathering, data analysis, stakeholder management, and problem-solving skills. Our curated list of business analyst interview questions helps you practice smart and stand out. Get ready to showcase your expertise and land your dream job today!

[infograins-tcs]

AI/ML Training in Indore – Future-Proof Your Tech Career with Infograins TCS

Introduction – Master AI & Machine Learning with Industry Experts

In the fast-evolving digital era, Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing the tech world. Whether you're an aspiring data scientist or a developer looking to pivot, enrolling in AI/ML Training in Indore can give you a competitive edge. Infograins TCS offers a practical, project-based learning environment to help you gain expertise in AI and ML, and prepare for high-demand job roles in top companies.

Overview – Deep Learning to Data Science, All in One Course

Our AI/ML Training in Indore covers the full spectrum of artificial intelligence and machine learning — from Python programming and data handling to deep learning, neural networks, natural language processing (NLP), and model deployment. The training is designed to be hands-on, incorporating real-time projects that mimic real-world business problems. This ensures every learner gains practical exposure and problem-solving skills needed for today’s data-driven ecosystem.

Key Benefits – Why Our AI/ML Training Is the Right Choice

Infograins TCS offers more than just theoretical knowledge. With our training, you will:

Gain hands-on experience with real-world AI/ML projects

Learn from industry experts with years of domain experience

Work with essential tools like TensorFlow, Scikit-learn, and Python

Receive job support and opportunities for ai ml training in Indore as well as internship options

This comprehensive approach ensures you're ready for both entry-level and advanced roles in data science, AI engineering, and analytics.

Why Choose Us – Elevate Your Career with Infograins TCS

Infograins TCS stands out as a trusted AI/ML Training Institute in Indore because of our consistent focus on quality, practical learning, and placement outcomes. With personalized mentoring, updated course content, and real-time learning environments, we ensure every student gets the tools and confidence to succeed in this competitive field. Our goal isn’t just to train you—it’s to launch your career.

Certification Programs at Infograins TCS

After completing the course, students receive a professional certificate that validates their expertise in AI and Machine Learning. Our aiml certification in Indore is recognized by employers and gives you the credibility to showcase your skills on your resume and LinkedIn profile. The certification acts as a career gateway into roles such as Machine Learning Engineer, AI Developer, and Data Scientist.

After Certification – What Opportunities Await You?

Post-certification, we support your journey with job assistance, resume workshops, and interview preparation. We also provide internship opportunities to bridge the gap between theory and application. This helps you gain industry exposure, build a real-world portfolio, and network with professionals in the AI/ML community—boosting your career from learning to landing.

Explore Our More Courses – Broaden Your Tech Skillset

In addition to AI/ML Training in Indore, Infograins TCS offers a range of other career-boosting IT courses:

Data Science with Python

Full Stack Development

Cloud Computing (AWS & Azure)

DevOps and Kubernetes

Business Analyst Training Each program is designed with market demand in mind, ensuring you're equipped with in-demand skills.

Why We as a Helping Partner – Beyond Just Training

Infograins TCS is not just an institute; we are your long-term learning partner. We understand that AI and ML are complex domains and require continued support, practical application, and mentoring. We go beyond traditional classroom training to offer one-on-one mentorship, job-matching guidance, and career tracking. Our AI/ML Training in Indore is designed to give learners lasting success—not just a certificate.

FAQs – Professional Answers to Your Common Questions

1. Who is eligible for the AI/ML training course? This course is open to graduates, working professionals, and anyone with a basic understanding of programming and mathematics.

2. Will I receive a certificate after completing the course? Yes, we offer a professional aiml certification in Indore recognized by industry leaders and tech recruiters.

3. What tools and technologies will I learn? You’ll work with Python, Scikit-learn, TensorFlow, Pandas, NumPy, and more, as part of our hands-on learning methodology.

4. Are there internship opportunities available after the course? Yes, eligible students will be offered internships that involve real-world AI/ML projects to enhance their practical knowledge and resume.

5. Do you offer placement assistance? Absolutely. Our dedicated career support team provides job readiness training, mock interviews, and connects you with top recruiters in the tech industry.

Start Your Journey with AI/ML Training in Indore

The future of technology is intelligent—and you can be at the forefront of it. Join AI/ML Training in Indore at Infograins TCS and turn your ambition into a thriving tech career. Enroll now and take the first step toward becoming an AI & ML professional.

[techshilamind]

Future-Proof Your IT Career with TechshilaMind’s Active Directory Administrator Course

In today’s enterprise environments, managing users, securing data, and controlling access are mission-critical responsibilities. If you're looking to become an essential part of any organization's IT backbone, Active Directory (AD) mastery is non-negotiable.

At TechshilaMind, the Active Directory Administrator course is crafted by experts to ensure you're ready to lead in these areas with confidence and skill.

What is Active Directory? Why Should You Learn It?

Active Directory is Microsoft's identity and access management service used by 90%+ of Fortune 1000 companies. It serves as a centralized system for:

User Authentication

Network Resource Management

Security Policy Enforcement

Learning AD helps you understand the core of enterprise-level infrastructure and positions you as a valuable asset in roles such as:

System Administrator

Network Administrator

IT Support Engineer

Security Analyst

Explore how this technology can elevate your IT skill set in the Active Directory Administrator course.

In-Depth Course Curriculum Highlights

The course is structured to ensure clarity and progression – from basic to expert-level competencies:

Module 1: Introduction to Active Directory

What is AD?

Architecture and Components

AD vs Azure AD

Module 2: Setting Up Domain Controllers

Installing and Configuring ADDS

DNS Integration

Creating Domains and Forests

Module 3: User and Group Management

OU (Organizational Unit) Structure

Managing Users, Groups, and Computers

Scripting with PowerShell

Module 4: Group Policy Objects (GPOs)

What are GPOs?

Creating and Linking GPOs

Group Policy Troubleshooting

Module 5: Security, Backup, and Recovery

AD Security Best Practices

Implementing Role-Based Access Control

AD Backup, Restore, and Disaster Recovery

Module 6: Real-Time Case Studies & Project Work

Industry Use Cases

Hands-On Assignments

Simulated Scenarios

Download the full syllabus by visiting the course page.

Who Should Join This Course?

Whether you're starting from scratch or polishing your skills, this course suits:

Fresh IT graduates seeking a powerful niche

System Admins upgrading their skillset

Cybersecurity professionals needing infrastructure knowledge

Tech leads and managers exploring AD deployment at scale

Key Features That Set This Course Apart

✅ Live Instructor-Led Sessions ✅ 24/7 Dedicated Mentor Support ✅ Interview Prep + Career Mentorship ✅ Flexible Weekday & Weekend Schedules ✅ Access to LMS + Recorded Lectures ✅ Official Certification Preparation

What You Can Expect After Completion

Job-Ready Skills to handle Active Directory infrastructure

Certification-ready preparation for roles such as MCSA, Microsoft Certified: Azure Administrator Associate

Boosted Employability with in-demand tools like PowerShell, GPO, LDAP

Get started now: Join the Active Directory Administrator course today

Still Have Questions?

Contact TechshilaMind directly for a free consultation:

📧 connect@techshilamind.com

📞 +91-7505974183

What Students Are Saying

⭐⭐⭐⭐⭐ “The instructors are highly knowledgeable, and I loved how real-time projects were part of the learning. Definitely worth the investment!” — Amit Sharma, Network Engineer

⭐⭐⭐⭐ “Perfect for those trying to break into infrastructure roles. Their career support was the cherry on top.” — Nisha R., System Admin Intern

Your Path to Becoming an AD Expert Starts Here

If you've been looking for a well-structured, job-oriented course that delivers not just knowledge but career impact, then the Active Directory Administrator course from TechshilaMind is your launchpad.

[govind-singh]

Data Science Online Training: Your Complete Guide to Mastering Data Science from Anywhere

In today's data-driven world, data science has become one of the most in-demand career paths. Whether you're a student, working professional, or a career switcher, learning data science online offers flexibility, affordability, and access to top-notch resources. In this blog, we’ll explore everything you need to know about data science online training — from what it includes to how to choose the right course for your goals.

What is Data Science Online Training?

data science online training is a structured learning program delivered over the internet that teaches you how to extract insights from large datasets using tools like Python, R, SQL, and machine learning algorithms. These training programs are designed to be interactive and flexible, making them ideal for learners around the globe.

Why Choose Data Science Online Training?

Here are some of the top reasons why learners opt for data science online training:

Flexibility: Learn at your own pace, anytime, anywhere.

Affordability: Online courses are often more cost-effective than traditional classroom programs.

Industry-Relevant Curriculum: Many platforms offer training designed by data science professionals working at top tech companies.

Hands-On Projects: Apply your skills through real-world projects and case studies.

Career Support: Some training programs offer job placement assistance, resume building, and interview preparation.

Key Components of a Good Data Science Online Training Program

A high-quality data science online training program typically includes:

Core Programming Languages: Python, R, and SQL.

Data Analysis & Visualization: Tools like Pandas, Matplotlib, Seaborn.

Machine Learning: Supervised and unsupervised learning, deep learning.

Big Data Tools: Hadoop, Spark, or cloud services like AWS and Google Cloud.

Capstone Projects: End-to-end projects to showcase your skills.

Certifications: Recognized credentials to boost your resume.

Top Platforms Offering Data Science Online Training

Here are a few popular platforms that offer comprehensive data science online training:

Coursera – Offers courses from top universities like Stanford and Johns Hopkins.

edX – Learn from institutions like MIT and Harvard.

Udemy – Affordable courses for beginners and advanced learners.

DataCamp – Focuses on interactive coding and data skills.

Simplilearn / UpGrad – Professional certifications and placement assistance.

Tips for Success in Data Science Online Training

Set clear goals for what you want to achieve.

Dedicate regular time each week for studying.

Engage in forums and communities to ask questions and network.

Work on personal projects and build a strong portfolio.

Stay updated with the latest industry trends and tools.

Is Data Science Online Training Worth It?

Absolutely. With the right data science online training , you can gain the skills necessary to land jobs in roles such as Data Analyst, Machine Learning Engineer, or Data Scientist. Employers today value practical knowledge and the ability to solve real-world problems—something many online programs now emphasize.

Conclusion

The journey to becoming a data science professional has never been more accessible. With a wide range of data science online training programs available, you can start learning from the comfort of your home and progress at your own pace. Choose a course that aligns with your goals, stay committed, and take that first step into the world of data science.

[callofdutymobileindia]

Machine Learning Course Online India: Which Platform Offers the Best ROI?

Machine Learning (ML) has rapidly become one of the most sought-after skills in today’s tech-driven world. For students and professionals in India, enrolling in a Machine Learning course online is an effective way to enter this booming field. However, with countless platforms offering ML courses, the question arises: Which platform offers the best Return on Investment (ROI)?

In this article, we’ll break down the key factors that determine ROI for online ML courses in India, review some of the top platforms, and help you make an informed decision to maximize your learning and career prospects.

Why ROI Matters When Choosing an Online Machine Learning Course?

With the rise of AI and data-driven decision-making, Machine Learning (ML) has become one of the most valuable skills in the tech world. As a result, online ML courses are booming. But before you invest your time and money, one question should guide your decision: What’s the Return on Investment (ROI)?

Here’s why ROI is a critical factor when choosing an online Machine Learning course.

1. Time and Money Are Valuable Resources

Online ML courses can range from a few thousand rupees to over a lakh, and time commitments can stretch from a few weeks to several months. So, it’s crucial to ask — Is the course worth the cost? Will it help you land a better job, get a promotion, or switch to a high-paying domain?

Choosing a course with a strong ROI ensures you don’t just spend, but invest wisely.

2. Career Opportunities vs. Course Cost

A good ROI means the course helps you transition into roles such as:

Machine Learning Engineer

Data Scientist

AI Developer

Research Analyst

If the average salary in these roles is significantly higher than your current income, then the course pays for itself within months. Platforms that offer placement support or job guarantees add even more value.

3. Quality of Learning vs. Price Tag

A high-priced course doesn’t always mean high-quality education. Similarly, a budget-friendly course might lack depth or industry relevance. Look for:

Real-world projects

Experienced mentors

Industry-recognized certifications

A course that combines these with affordability provides the best ROI — you're learning skills that employers actually want, without overpaying.

4. Support Services and Alumni Success

Courses that offer career guidance, resume help, mock interviews, and networking opportunities often deliver a much better ROI. Also, check alumni outcomes: Are graduates working at top firms like Google, Amazon, or TCS? Are they happy with their career progress?

Alumni success stories are a direct indicator of course effectiveness and long-term ROI.

Key Factors to Evaluate for Best ROI

When it comes to investing in an online course — whether it's for Machine Learning, Artificial Intelligence, Digital Marketing, or Business Analytics — Return on Investment (ROI) should be a key consideration. A course with a good ROI not only gives you new skills but also opens doors to better job opportunities, higher salaries, or career transitions.

1. Course Curriculum and Industry Relevance

A course should be updated with the latest tools, technologies, and industry trends. Look for programs that cover practical applications, hands-on projects, and use cases from real-world industries. Courses designed in collaboration with top companies or taught by industry leaders often offer more relevant, ROI-driven content.

2. Certification Value

Does the course offer a recognized certificate from a reputed institution (IITs, IIMs, global universities) or industry giants like Google, IBM, or Microsoft? Certifications from credible institutions add weight to your resume and increase your chances of landing high-paying jobs.

3. Job Assistance and Placement Support

This is a major ROI booster. Look for platforms that provide:

Placement assistance

Interview preparation

Resume building

Career counselling

A course that helps you land a job post-completion provides tangible returns on your investment.

4. Alumni Success Stories and Reviews

Real outcomes matter. Read student reviews and explore alumni success:

Are past learners working at reputed firms?

Have they transitioned into new roles or seen salary hikes?

Such insights are great indicators of ROI performance.

5. Instructor Credentials and Mentorship

Courses taught by seasoned professionals, IIT professors, or domain experts typically offer deeper insights. Also, courses that include mentorship support and live sessions give you a better learning experience and increase practical understanding — ultimately leading to better career results.

6. Cost vs. Benefits

Don’t just look at price — evaluate cost in relation to outcomes. If a ₹50,000 course helps you get a ₹10–15 LPA job, the ROI is massive. But a cheaper course with no job support or outdated content may offer little to no return.

Top Online Platforms Offering Machine Learning Courses in India (Best ROI Focused)

1. Boston Institute of Analytics – Comprehensive Machine Learning Course Online & Offline:

Why it’s a top choice for ROI: Boston Institute of Analytics offers a full-stack Machine Learning course online designed specifically for Indian learners. The course combines live sessions, real-world projects, mentorship, and placement support — all at a reasonable price.

Features:

Covers Python, data pre-processing, supervised & unsupervised learning, deep learning

Industry projects from finance, healthcare, and retail sectors

Certification recognized by top AI employers

Career guidance and interview preparation sessions

Flexible batch timings for working professionals

Investment: Affordable fees with EMI options available, making it accessible for a wide audience.

Final Verdict: Which Platform Offers the Best ROI in India?

If your priority is balanced cost, quality, and career support, the Boston Institute of Analytics stands out as a platform offering one of the best ROIs for Machine Learning courses in India. Their affordable pricing, live expert sessions, and strong placement focus deliver excellent value for money.

For those on a tighter budget or just starting out, Coursera’s ML course is a fantastic entry point.

Ready to Boost Your Career with the Best ROI Machine Learning Course?

Investing your time and money wisely in a Machine Learning course can be a game-changer. Carefully evaluate your options, consider your budget and career goals, and choose a platform that offers not just knowledge but a pathway to job success.

[careercontact1]

Amazon India Jobs Chennai - Career.contact

Investigating Amazon India Careers in Chennai: Genuine Opportunities for Real Individuals

If you hear the name Amazon, you probably immediately think of fast shipping, Alexa, or Prime Video. But aside from its products, Amazon is also a top employer globally — and they're currently recruiting here in Chennai. If you're a fresh college grad or someone with decades of experience, there's a pretty good chance Amazon has a job for you.

Why Chennai? Why Amazon?

Chennai has gradually emerged as a hub for large operations and tech centers in India. Amazon realized that well in advance and established a strong presence here over the years. From customer support and device testing to analytics and business operations, the company operates a broad range of functions from its Chennai offices.

What sets Amazon apart is its demanding yet organized work culture. Individuals aren't just reporting to a 9-to-5 — they're cracking problems, learning rapidly, and working towards something that touches millions of customers globally.

What Type of Jobs Are There?

Currently, Amazon in Chennai is recruiting for a number of positions. Some of the most frequent and sought-after ones include:

Device Associate / Test Associate

This is an excellent job for freshers with some idea of technology. The work is to test Amazon devices such as Fire TV or Echo for bugs and performance defects. You don't require coding skills, only good eyesight and the capability to read test cases.

Customer Service Associate (Virtual)

This job allows you to work from home, assisting Amazon customers by chat or email. If you possess good communication skills and are patient, this is a good place to start — particularly for recent graduates.

Quality Services Associate

Here, you'll work in the background ensuring Amazon's services and products remain high in quality. It's not as technical-sounding as it is, but you'll need problem-solving ability and attention to detail.

Business Analyst / Data Analyst

These are more formal data roles and are great if you've got Excel, SQL, or experience with software such as Tableau. They're about diving into figures, making reports, and helping teams to make informed decisions based on data.

Who Can Apply?

One of the major pluses of Amazon is that it's not recruiting solely from IITs or IIMs. Most of the jobs — particularly testing and customer support — are available to freshers with graduation in B.Sc., B.Com, B.E., or B.Tech. You don't have to be a programming genius or a business guru to get in. You simply have to prove that you're willing to learn, take initiative, and deliver.

For more technical positions such as Business Analyst, one might expect some experience or internships, but again — not where you studied, what you can bring to the table.

Work Culture at Amazon Chennai

Working at Amazon is not for everyone. The company operates on a system of 16 leadership principles that are meant to be lived by employees. There is emphasis on ownership, bias for action, and getting results. At times, it does feel intense, but individuals who succeed here frequently remark that they are able to learn more in one year than they learned in a few years elsewhere.

The culture is team-oriented, the criticism is honest, and you're always challenged to improve — whether that means learning new skills or career advancement. 

How to Apply

The simplest way to search Amazon Chennai job vacancies is to go to www.amazon.jobs. You can sort by location and type of job. Every post has good direction, and the application process is fairly simple.

Make sure your resume highlights the skills that match the role. If you’re applying for a testing role, for example, mention your attention to detail or any experience working with gadgets or mobile apps.

Also, it helps to read up on Amazon’s leadership principles — many interview questions will revolve around those.

Conclusion

If you’re looking for a job in Chennai and want to work with a company that’s constantly evolving, Amazon is a solid option. The company offers roles for people at every stage of their career — from first jobs to experienced professionals. The work is fast-paced, the learning curve is steep, but the rewards — both in terms of personal growth and career development — are real.

So, if you are ready to push yourself and join forces with one of the world's most influential businesses, it may be time to see what Amazon can offer you in Chennai.

[taneeshadunias]

Discover Success at the International School of Management Excellence

In today’s competitive academic world, choosing the right business school is more important than ever. For students aiming to succeed in management, business, and entrepreneurship, the decision can shape their future careers. That’s why the International School of Management Excellence stands out as a premier choice for students across India and beyond.

📚 Why Management Education Matters

Management education is more than learning business theories. It’s about developing practical skills, leadership qualities, decision-making ability, and a global mindset. With industries evolving and companies seeking innovative minds, students need more than just textbook knowledge. They need real-world learning, mentorship, and hands-on experience.

At the International School of Management Excellence, students receive just that.

🎓 A World-Class Learning Environment

Located in the vibrant city of Bangalore, the International School of Management Excellence offers an engaging, student-centered learning environment. From modern classrooms and tech-enabled labs to global learning collaborations, the campus provides everything students need to grow.

Faculty at ISME bring a mix of academic excellence and industry experience. They are mentors who encourage students to question, explore, and innovate. Through interactive lectures, live projects, and workshops, learning becomes more practical and exciting.

🌐 Global Exposure for Young Leaders

One of the key advantages of the International School of Management Excellence is its strong international exposure. Students here participate in exchange programs, internships, and global conferences. These experiences help students understand global business trends, build cross-cultural communication skills, and prepare for international careers.

Whether a student dreams of becoming a business analyst in Singapore or a startup founder in Germany, ISME gives them the foundation and network to succeed.

📈 Career-Focused Learning

Every course at the International School of Management Excellence is designed with one goal: to prepare students for the real world. That means strong industry connections, internship opportunities, and placement support.

The school’s career services team works closely with students to build strong resumes, practice interview skills, and connect with leading companies. Many students receive internships and job offers from top brands even before they graduate.

Students also benefit from guest lectures by CEOs, industrial visits, and entrepreneurship programs that open doors to exciting career paths.

🧠 Student-Centered Teaching Approach

Unlike traditional classrooms, where learning is one-way, ISME uses a student-centered model. This means students actively participate in discussions, group projects, and problem-solving activities. They learn to collaborate, lead, and think critically — all essential skills for a successful career. 

This approach also builds confidence and communication skills, which are important in any field.

🏆 Rankings, Recognition, and Excellence

The International School of Management Excellence has earned numerous accolades for its academic excellence, infrastructure, and student satisfaction. It is consistently ranked among the top business schools in India. This recognition reflects the institution’s commitment to delivering quality education.

For students and parents, these rankings offer confidence that their investment in education will pay off in the long run.

💼 Programs Designed for the Future

ISME offers undergraduate, postgraduate, and executive programs tailored to current industry demands. Whether it’s BBA, PGDM, or executive education, each course is updated regularly to reflect the changing needs of the global economy.

The curriculum also includes subjects like digital marketing, data analytics, entrepreneurship, and innovation — all essential in today’s tech-driven business world.

🌱 Holistic Student Development

Education at ISME is not limited to academics. Students participate in cultural events, sports competitions, leadership programs, and community service. These experiences help students develop soft skills, emotional intelligence, and a strong sense of social responsibility.

ISME believes that a true leader is someone who understands people, embraces diversity, and gives back to society. That’s why student development is at the core of the school’s philosophy.

🧭 A Step Towards a Brighter Future

Choosing a college is a big decision. Students and parents want a place that is safe, supportive, and growth-oriented. The International School of Management Excellence offers all this and more. With its global exposure, career-focused learning, experienced faculty, and student-centered approach, it prepares students not just for jobs, but for lifelong success.

If you are a student who dreams big and wants to lead in the world of business, ISME can be your launching pad.

🌟 Final Thoughts

In a world full of choices, what makes a college truly exceptional is how it transforms its students. The International School of Management Excellence does just that — nurturing ambition, building confidence, and opening doors to global opportunities.

Take the first step today. Learn more about ISME, connect with alumni, or attend a virtual seminar. Your future in business leadership begins here.

[despuneuniversityblogs]

Is B Tech Computer Science Engineering the Right Choice for You?

Choosing the right career path after 12th grade can feel overwhelming. With so many options and so much at stake, it’s natural to question whether you’re making the right decision. If you’ve ever wondered, “Is B Tech Computer Science Engineering right for me?”—you’re not alone.

This article will walk you through what this course offers, what kind of students thrive in it, and how to decide if it’s the perfect fit for your future.

Understanding B Tech Computer Science Engineering

B Tech in Computer Science Engineering (CSE) is a four-year undergraduate degree that focuses on the theoretical foundations and practical applications of computing. From learning programming languages to building real-world software systems, students gain both depth and breadth in technical skills.

But it’s not just about writing code. The course also covers:

Algorithms and Data Structures

Artificial Intelligence and Machine Learning

Cybersecurity

Cloud Computing

Database Management

Software Engineering

Internet of Things (IoT)

These subjects prepare students to not only work in the current tech landscape but to innovate and lead in the technology of tomorrow.

Who Should Consider This Course?

Now here’s the key question: Is this course right for you?

Let’s break it down.

1. You Enjoy Problem-Solving

Do puzzles, logic games, and challenges excite you? If you love solving problems and thinking logically, you’ll likely enjoy programming and algorithm design.

2. You’re Curious About How Technology Works

If you often find yourself wondering how apps are built or how websites run behind the scenes, Computer Science Engineering could be your calling.

3. You’re Willing to Keep Learning

Technology evolves rapidly. If you’re someone who enjoys learning and adapting to new tools, languages, and frameworks, this course will keep you engaged.

4. You Prefer a Structured, Analytical Approach

B Tech CSE involves a lot of structured thinking. If you prefer step-by-step logic, frameworks, and methodical problem-solving over abstract or purely theoretical work, you’ll fit right in.

What Career Options Will You Have?

One of the biggest reasons students choose B Tech Computer Science Engineering is the diverse career opportunities it offers. Some of the top roles include:

Software Developer

Web Developer

Mobile App Developer

Data Analyst or Data Scientist

Machine Learning Engineer

Cybersecurity Specialist

Cloud Solutions Architect

Systems Engineer

Myths You Should Stop Believing

Let’s bust a few myths that often confuse students (and parents too!):

“You have to be a math genius.” While math is important, what really matters is logical thinking and consistent effort.

“Only boys go into Computer Science.” Absolutely not! Today, many women are leading the tech industry. Diversity is growing and encouraged.

“It’s only for coders.” Not true. From data analysis to cybersecurity, there's a wide spectrum of non-coding roles too.

What Will Your Life Look Like During the Course?

Expect a mix of classroom learning, lab work, and projects. Many top universities also offer:

Internships with reputed companies

Industry-oriented workshops

Hackathons and coding challenges

Research and development opportunities

These activities help students not just learn theory but also build real-world applications and portfolios that stand out in job interviews.

A Quick Checklist Before You Decide

Ask yourself:

Do I enjoy solving problems logically?

Am I interested in how technology impacts the world?

Do I like to build, create, or design things digitally?

Am I comfortable working on computers for long hours?

Am I excited about continuous learning?

If you answered “yes” to most of these, then B Tech Computer Science Engineering might just be your ideal match.

In Conclusion

Deciding on a degree is about aligning your interests, strengths, and long-term goals. B Tech Computer Science Engineering offers a challenging yet rewarding journey filled with opportunities in India and abroad.

At DES Pune University, we understand that every student’s path is unique. That’s why our B Tech CSE program combines a future-focused curriculum with practical exposure and mentoring support. If your child dreams of a career in technology, DES Pune University could be the place where that dream begins.

[singhanurag1]

Top Business Analyst Interview Questions You Must Prepare

Ace your next business analyst interview with confidence! Prepare for key questions covering requirements gathering, data analysis, stakeholder management, and problem-solving skills. Our curated list of business analyst interview questions helps you practice smart and stand out. Get ready to showcase your expertise and land your dream job today!

[nl-dalmia-institute-nldimsr]

Choosing PGDM in Finance? Here’s What You Should Know About NLDIMSR

Pursuing a Post Graduate Diploma in Management (PGDM) is a big decision—one that shapes your career path and professional identity. For those with a passion for numbers, markets, and strategic financial decisions, a PGDM in Finance offers immense value. But the bigger question is—where should you pursue it from?

If you're exploring options, chances are you've come across the NL Dalmia Institute, one of Mumbai’s premier business schools. From competitive fees to cutting-edge infrastructure like the Bloomberg Lab, there’s a lot to unpack. This article will walk you through everything you need to know before taking the next step.

Why PGDM in Finance is a Smart Career Move

In today’s data-driven world, finance professionals are the backbone of any successful business. Whether it’s investment banking, portfolio management, or fintech innovations, finance roles are among the most in-demand.

Choosing a PGDM in Finance sets you up with core competencies in:

Financial analysis and decision-making

Risk and portfolio management

Financial markets and instruments

Corporate finance strategy

The right institution doesn’t just teach you theories—it prepares you to handle real-world challenges with practical exposure. That’s where NL Dalmia steps in.

What Makes NL Dalmia Institute Stand Out?

The NL Dalmia Institute of Management Studies and Research (NLDIMSR) is not just another business school. Established in 1995, it has carved a niche for itself in the management education sector, especially in finance.

Here’s why finance aspirants prefer NL Dalmia:

1. Strong Industry Reputation

The institute has consistently been ranked among the top B-schools in Mumbai. With over 25 years of academic excellence, it has earned recognition from bodies like AICTE, NAAC (Grade A+), NBA, and SAQS.

2. Finance-Focused Curriculum

The PGDM in Finance at NL Dalmia goes beyond textbooks. The program includes case studies, simulations, and real-time market analysis that reflect current financial practices. You also gain exposure to fintech, investment analytics, and global financial systems.

3. Hands-on Experience with Bloomberg Lab

What truly distinguishes NL Dalmia is its Bloomberg Lab  - the first of its kind in Mumbai and the largest standalone lab in South Asia. With 24 terminals, this state-of-the-art facility gives students access to:

Real-time financial data

Global market news

Advanced analytics for equity research and trading simulations

This hands-on training equips students to hit the ground running in corporate roles, making them highly sought-after by top recruiters.

Understanding NL Dalmia Fees for PGDM in Finance

When considering an institute, understanding the NL Dalmia fees structure is a key factor. PGDM is an investment, and it’s important to know what you're paying for—and what you’re getting in return.

While exact figures may vary each year, here’s a general breakdown to guide your planning:

Total Fees: Approx. ₹8.5 to ₹9.5 lakhs for the full 2-year program

Installments: Fees are typically payable in 4–6 installments, easing the financial load

Additional Costs: May include study material, exam fees, or optional certifications

Importantly, NL Dalmia offers 100% scholarships for meritorious students, making quality education accessible. If you’ve got the academic track record, this is your chance to reduce the financial burden significantly.

Career Opportunities After PGDM in Finance

A PGDM from NL Dalmia opens doors to a variety of roles in top-tier organizations. Some of the common job profiles for finance graduates include:

Financial Analyst

Investment Banker

Equity Research Associate

Risk Management Consultant

Corporate Finance Manager

With more than 300+ recruiters, including top names like Deloitte, KPMG, Tata Capital, and ICICI Bank, NL Dalmia ensures robust placement support. The dedicated placement cell also offers interview prep, resume building, and internship guidance.

What Students Say About NL Dalmia

Student reviews consistently highlight the practical orientation of the finance program and the immense value of the Bloomberg Lab. Many cite their experience at NL Dalmia as a turning point in their careers—especially for those who entered the finance world with limited exposure.

Conclusion: Is NL Dalmia the Right Choice?

If you're looking to build a thriving career in finance, NL Dalmia Institute offers everything you need—cutting-edge resources, a well-rounded curriculum, industry exposure, and a proven track record. The NL Dalmia fees structure is competitive, especially given the value it delivers in return.

With a solid PGDM in Finance, real-world tools like the Bloomberg Lab, and strong placement support, NL Dalmia empowers you to not just meet industry standards—but to exceed them. It’s not just about getting a degree—it’s about building a future.

[krmangalam1011]

Find The Best College for B.Tech. In Cyber Security

Want to build a career in B.Tech. in Cyber Security but are confused about which college will be best for you? Here You Go! We have come up with this guide where we have mentioned K.R. Mangalam University, the best university for cyber security in Delhi-NCR. Over the years, they have managed to win the student’s hearts by offering a unique curriculum specifically curated by top IBM experts. Apart from this, they also offer 1:1 counselling sessions to the students after analysing their career graph. It’s certainly one of the best universities for cyber security in Delhi NCR and after enrolling here you will reach the heights of your career. 

Eligibility Criteria for the B.Tech. Cyber Security

Those who are interested in pursuing B.Tech in Cyber Security at K.R. Mangalam University must meet the following eligibility requirements:

You must have passed the 10+2 examination with Physics and Mathematics as compulsory subjects.

For the remaining course, choose from Chemistry/ Computer Science/ Electronics/ Information Technology/ Biology/ Informatics Practices/ Biotechnology/ Technical Vocational subject/ Agriculture/ Engineering Graphics/ Business Studies/ Entrepreneurship from a recognised board/university with a minimum 50% aggregate overall.

Why KRMU is the best university for Cyber Security in India?

Located in Gurugram, K.R. Mangalam University is known for providing exceptional facilities to the students. Here are some of them: 

Industry-Oriented Curriculum: Our faculty members team up with top IBM experts to design the curriculum. 

Strong Industry Tie-Ups: We have partnered with leading tech giants to provide internship and placement assistance to the students. 

Significant Practical Exposure: Students get to work at IBM Big Data Analytics Lab on real-life cases. 

Receive Certifications: You will receive certifications from EC-Council and IBM which will be recognised globally. 

Provides 100% Scholarship: Based on academic performance in the 12th, entrance examination and other categories, they offer scholarships to the students. 

B.Tech. Cyber Security Course Details

Course Name:

B.Tech. CSE (Cyber Security) with academic support of EC-Council & IBM

Course Type:

Undergraduate 

B.Tech. CSE Data Science Course Duration: 

4 Years

Study Mode:

Full-Time 

Programme Fee Per Year:

Rs 2,50,000/- (as of 24th March 2025) 

Admission Procedure:

Written Test + Personal Interview 

Career Opportunities: 

Cybersecurity Developer, CyberSecurity Analyst, Network Security Engineer, Information Security Manager 

Course Outcome: 

Develop strong engineering concepts, Learn to select and apply modern IT tools, Efficiently manage computer science projects 

Top Recruiters:

Reliance, Microsoft, ITC Limited, DLF, TATA Power 

B.Tech. Cyber Security Admission 2025

Getting admission into B.Tech. in Cyber Security is a streamlined procedure at KRMU. The step-by-step instructions are as follows:

Go through the official website 

Search for the application form and fill it 

Pay for the application fee 

Appear for the written assessment and personal interview 

Receive the admission offer

Get enrolled for B.Tech. in Cyber Security 

Career Scope After the B.Tech. Cyber Security

Graduates from B.Tech. in Cyber Security open up the pathway to diversified career options. Some of the most anticipated ones are:

Ethical Hacker

Security Architect 

Software Developer 

Penetration Tester 

Incident Manager 

Game Developer 

Digital Forensics Expert 

Conclusion

Developed in collaboration with EC-Council and IBM, B.Tech. in Cyber Security is a highly informative and unique programme. By pursuing this course from K.R. Mangalam University you will be equipped with the skills necessary to reduce cybercrimes. Luckily, due to the increase in cyberattacks, you will be able to secure employment in both private and public sectors. So gear up to enrol at KRMU and walk towards a fruitful career. 

Frequently Asked Questions 

What are the benefits of a B.Tech. in Cyber Security?

After graduating from this course, you will be equipped with valuable skills like penetration testing, network security and cryptography. 

Which stream is the best for B.Tech. in Cyber Security?

Students should pursue the science stream in class 12th if they wish to develop a career in cyber security. 

How much does a B.Tech. in Cyber Security graduate earn? 

You can expect to earn a starting salary between 3-8 LPA depending on your skillset, job location and knowledge.