#AWS cloud interview preparation

[devopsenlight]

AWS Cloud Interview Preparation: Common Questions and Expert Tips

AWS (Amazon Web Services) is still the top cloud service provider since cloud computing is becoming an essential component of contemporary IT architecture. In-depth knowledge and real-world experience are necessary to plan for an AWS cloud interview preparation, regardless of your background as a future cloud engineer, solutions architect, or DevOps specialist. Read more!

[pastrymechanic]

𖤣.𖥧.𖡼.⚘༘ watching from heaven

➯ hervé leclerc, jules bianchi, and you watch the 2024 monaco grand prix from heaven and you cheer for charles when he finally crosses that finish line first.

➯ i got this idea the night after monaco, it came to me in a dream and i couldn’t wait to write it, it is a bit short because it’s all i could do but i still hope you enjoy it.

➯ warnings: reader, hervé leclerc, and jules bianchi are deceased and in heaven, no details of how they died.

➯ pairing: charles leclerc x fem!angel!reader

you watched through the sunlit clouds as charles leads the race with 2 laps left. his gap was eight seconds and you couldn’t be prouder as you held onto jules’ arm tightly nerves filling your stomach even though you knew he could do it.

“oh he’s going to do it. hervé, jules he’s finally going to do it,” you could already feel the tears pricking at the corners of your eyes. the clouds were soft under your fingers as you all inched closer to the edge as charles took each corner and turn with ease and precision.

you looked to your sides at the two men’s silence and you noticed the tears falling down hervé’s face as jules just sniffled slightly.

you watched closely as he took the final lap on, seconds ahead of everyone else you could feel the excitement spreading around monte-carlo as everyone prepared for the man’s first home win. as he crossed that line the tears poured out from your eyes and fell through the soft clouds you three were knelt on.

jules pulled you close in a hug as you sobbed into his chest and he held hervé on his other side.

“oh he did it. he finally did it,” you cried to the boys and they just hummed in agreement.

after a few minutes you all parted to look down at the celebrations beginning for your boy. you watched as he approached the camera for his interview, tears staining his cheeks as he looked around at the celebrations for him in awe.

“so charles how are you feeling?” jenson began, letting charles take in the moment before he started talking about the race and then he begin to talk about his last laps.

“the last laps i was really thinking to my dad, jules, and y/n. um they all supported me so much when they were here and my dad gave up so much for this,” you watched as a tear rolled down your beloved past boyfriend’s face.

“i’d do it all over again for him,” you heard hervé whisper to you both, emotions of everything that has happened in all your lives hitting him hard.

“i wish we could be there with him,” the older leclerc continued, wiping at his eyes with his hands gently before laughing at the thought.

“we’re with him. just a little higher,” you told them both as you watched charles climb up onto that top step with pride in his heart and you swear when he looked up to sky you looked right into his eyes and him into yours and the smile that overtook his face made everything you had been through, on the ground and in the sky worth it. sure you wished you could be down there with him but if you couldn’t watching from the clouds as a angel was just as good.

his eyes flicked from you to jules, a sad smile taking over his face before he looked at hervé, the man who had raised him and who he had told he had made it before he did. but here he was, finally making it at monaco and he was glad you three were watching from above as the monégasque anthem played from below you three sang along. you couldn’t join the celebrations fully but knowing charles had seen you all even for a minute, whether he thought it was real or not was all you all needed. and charles needed it just as much.

[beefromanoff]

Project Mockingbird Ch. 16

summary: Charlotte's press conference, dinner party at the Avengers' Tower, Asguardian mead. what else needs to be said?

pairing: Bucky Barnes x OC

author's note: a longer chapter this time! let me know what you think! thanks for reading! the slow burn is BURNING baby!

tag list: @bangtanxberm @scott-loki-barnes @kayhi808 @charmedbysarge

(let me know if you want to be added <3)

chapter list

_______________________________________

As the sleek Quinjet sliced through the clouds en route to New York, the mood among The Avengers was surprisingly light. With Charlotte’s press conference looming ahead, there was a ripple of nerves from those who preferred to remain out of the public eye, balanced out by those who were more on the veteran end. Several days of preparation had led them to this mid-morning flight, where the team had decided to make a weekend of it. With their headquarters being upstate at the compound, there wasn’t much need for the team to be at the Tower in the city. Tony spent the most time there of anyone, residing there with Pepper most of his days. His research and development space was ten times the size of the lab at the compound, spanning nearly twelve floors and responsible for producing all the newest tech to outfit the team. Other than that, it was used as a base for any Avengers who had business in the city, or just wanted to get away. There were two large residential floors with around twelve bedrooms each. Some of the more seasoned members, like Steve and Natasha, had their own personalized rooms from years of visiting. Others just chose a guest room when they came to visit. Peter was the only other one who spent considerable time there, with the Tower being only blocks away from where he took college classes during the year. 

The interior of the Quinjet was full, with people occupying nearly every sitting area. Nat and Steve sat at the front, piloting the ship. Calla sat behind them, eyes glued to her laptop, chatting to Bruce on the phone pressed between her cheek and shoulder. Sam and Peter sat across from Wanda, Charlotte, and Bucky in the open back galley. Wanda had made a game of tossing grapes into the air for Sam to attempt to catch in his mouth, but he was continually derailed by Peter snatching them away at the last second with a well-timed web. 

“Aw, come on man. That’s not cool.” Sam rubbed his jaw, having just bit down on nothing. “You better sleep with one eye open, kid.” 

Charlotte leaned back in her seat, watching the playful exchange between Sam, Peter, and Wanda with a small smile. She glanced over at Bucky, his expression unreadable as usual.

"You know," she said, nudging him lightly with her elbow, "you could join in on the fun too. Unless you're afraid of losing to Sam."

Bucky raised an eyebrow. "I think I'll pass. Not really in the mood to fight another grown man for food today." He frowned at Sam flailing his arms to catch his balance after lunging to catch a grape in his mouth. “Or to look like…that.”

Charlotte chuckled. "I see you’re feeling especially cheery today."

"Of course I am," he replied, his lips quirking up into a small smirk. “Today’s your big day.”

“Don’t remind me.” She slumped lower in her seat, covering her eyes with her hands before peeking through her fingers at him. “Is it too late to make a break for it?”

"Sorry, you’ve exhausted the number of times I’m willing to jump out of a plane for you this month." He gave her his usual semi-annoyed look before softening it into a half-smile. “Don’t be nervous. You’ll do great.”

Charlotte nodded, a small sigh escaping her lips. "I mean, it’s not even the interview that’s bothering me. It's the fact that everything is, like...official, you know? I know I’ve been at the compound for a while, but I still kind of felt like I was just crashing there. Even the training exercises, all of that…I just feel like I’ve been staying as long as I’m welcome. But this, telling the world, I don’t know."

Bucky nodded in understanding. "I get it. I do. Don’t think this changes anything. You still have complete freedom to walk away whenever you want. This is just part of what we do. You aren’t trapped anywhere.” His hand twitched on his leg like he wanted to reach for her, but he didn’t. 

"Thanks, Buck," Charlotte said, offering him a grateful smile.

"No problem," he replied, his gaze lingering on her for a moment longer than usual before he turned to look out the window.

Charlotte felt a flutter of something in her chest at his lingering gaze, but she pushed it aside, focusing on the task at hand. With Bucky's reassurance, she felt a little more confident about the upcoming press conference. She followed his glance out the window and allowed herself to zone out for the rest of the short flight.

Once they landed, the team dispersed into the Tower, each member attending to their own pre-conference rituals. For Charlotte, this meant entering a world she was far less familiar with than she expected. 

Pepper led the trio of women to a spacious room filled with racks of designer clothes and a vanity table laden with makeup and hairstyling tools. The scent of luxury perfumes mingled with the smell of coffee being brewed in the corner. 

"Welcome to the glam squad headquarters," she announced with a flourish, a warm smile on her lips. “Any of these outfits are available for you to wear today, and our lovely team will ensure you look your best before we hit the stage. I’ll come back for you in about an hour and a half. Let me know your lunch order and I’ll make sure it’s delivered.” She gave one final reassuring nod before stepping out the door.

Wanda was already browsing through the outfits, her fingers dancing over the hangars with an appreciative hum. "You're going to look stunning, Charlotte. The world won't know what hit them. I am a little jealous, though, I didn’t have half of these options when I joined." She gaped at the designer dress covered in plastic she tugged off the rack.

Charlotte chuckled, though her nerves were bubbling just beneath the surface. "As long as I don't fall flat on my face, I'll consider it a win."

"That's the spirit," Natasha quipped, her tone light but her gaze assessing. "Remember, if you look hot, they’ll only half pay attention to what you say anyways."

“Gee, that’s uplifting.” Charlotte cocked an eyebrow.

“Well, it’s true.” Nat shrugged. “Might as well use it to your advantage.” She held up a blazer dress with a plunging neckline. 

“I love, but I think we should go for pants this time around.” Charlotte tugged the hem of her cargo pants up, revealing the almost-healed stitches still marring her leg. 

“Probably for the best,” She agreed. “Wanda, you got anything good?” 

The outfit ultimately chosen for Charlotte was a pair of cream, high waisted slacks and a matching vest-style tank top that complemented her athletic figure perfectly while hiding her unsightly battle wounds. Though her advanced healing had taken care of the various cuts and bruises across most of her body, her ribs remained black and blue and the leg…another story completely. The fabric was forgiving enough to allow for comfortable movement, yet tailored to show off her curves. The ensemble was accented with a simple gold belt, adding a touch of sophistication without overdoing it. After an hour of ironing, curling, being made up by a team of beautiful but somewhat rough-handed women -- the three Avengers were left alone. 

Wanda, with a gentle touch, brushed a few of Charlotte’s curls, loosening them with her hands. As she worked, she shared her own story of the first press conference she attended, the nerves, the fear of being judged, and how she found her strength. She had the shit luck to have to do a press conference shortly after a particularly public failed mission, with the news not being especially fond of her at the time. The look in her eye said she still carried the weight of their judgment. 

"It's about owning your story, Charlotte. Not letting the world dictate it…because they will try. Don’t let them tell you who you are or who you should be."

Charlotte listened intently, absorbing the wisdom being offered as well as the glimpse of vulnerability. She looked at her reflection, seeing not just the physical transformation but feeling a shift inside herself. She could do this. She was playing a part, just like every other time she’d stepped into a new world before. "Thanks, you two. For everything."

Natasha placed a comforting hand on her shoulder, locking eyes with her in the mirror. "We've got your back, always. Pepper won’t let it go sideways, and if anyone tries anything��." She winked and tugged at the hem of her dress, revealing a thigh holster.

With a final gloss touch-up, Charlotte stood ready, the epitome of a public figure: poised, confident, and only somewhat reluctantly embracing her new role in the spotlight.

It was a blur of activity from there.

Pepper came to retrieve the girls and guide them to a small room beside where the conference would take place. The men of the team were already waiting, having undergone a slight transformation themselves. Most of them wearing some variation of a button up or suit jacket, they looked equally as handsome as they were lethal. The sounds of a crowd in the next room carried through the wall, catching Charlotte’s attention. Stepping back through the door, Pepper stood to usher everyone through to take their seats at the long table on the stage. 

As they walked to the doorway, the team offered their affirmations to Charlotte, each one expressing their confidence in her in their own way. Steve’s reassuring nod, Tony’s overstated wink and thumbs-up, and Wanda’s warm, encouraging smile. As they filed out of the room, Charlotte was left alone in the sudden quiet of the room, unable to make her feet move. 

“Hey.” 

Charlotte jerked her head up to see Bucky leaning against the doorframe with an ease that belied his own turbulent history with the spotlight. He watched the others leave, ensuring they were alone before turning his full attention to Charlotte. "You look ready to take on the world out there," he remarked, a slight smile playing at the corners of his mouth.

Charlotte met his gaze, her expression a mixture of gratitude and burgeoning panic. "I feel like I'm about to face a firing squad."

"That’s just the press. Less lethal, but twice as persistent," Bucky quipped, moving closer. His tone softened. "Hey, look at me," he coaxed gently until she did. "You've got this. You're strong, you deserve to be here, and you’ve faced shit ten times as bad as this in the past two weeks. This is nothing."

Charlotte huffed a laugh, tension easing slightly at his attempt to lighten the mood. "I think I’d take the airborne dogfight over this right about now."

“Careful what you wish for.” 

Looking up at him, her eyes pleaded. “What if they hate me?” 

“That’s impossible.” He didn’t miss a beat. There was a pause as he stared down at her before shrugging, a mock-serious expression on his face. "Plus, if I can win over the court of public opinion, then a superhero gymnast with a penchant for high-stakes blackjack doesn’t stand a chance of failing. Plus, you’re not half-bad looking."

Her laughter was genuine this time, cheeks flushing. "Thanks, Bucky. Again."

He offered her a reassuring nod, his gaze sincere. "Don’t mention it. Just remember, those people out there? They’re not your judges. You’re not on trial. You’re here to tell your story, on your terms. That’s all."

As Pepper opened the door, giving them the final call, Bucky stepped aside, offering her the way out. "Showtime, Charlotte. Time to introduce the world to the newest Avenger."

With a deep breath, bolstered by Bucky’s words and the support of the team, Charlotte stepped through the door. The room buzzed with anticipation, a sea of faces and flashing cameras directed at the stage where Charlotte took her seat beside Pepper Potts, who had assumed the role of moderator for the event. Charlotte's gaze swept across the crowd, taking in the eager expressions and lifted recorders. Despite the butterflies performing acrobatics in her stomach, she held herself with an almost deceptive calm, playing the role of the poised and practiced figure she so desperately wished she was. 

Pepper stepped forward, offering a warm smile to the audience. "Thank you, everyone, for joining us today. As you know we're here to introduce a new member to the Avengers Initiative, Charlotte Rossi. Many of you might know her from her impressive gymnastic achievements in the past, but today, we're here to discuss who she is and her new role with us.” She read from her notes, clearly well-rehearsed, because she only glanced down every few sentences. She gave their pre-written statement about Charlotte having been recruited and training with the Avengers for the past few months, and how they believe she will be an incredible asset to the team. When she finished, she looked back up at the crowd with her usual poise and calm. “Questions?"

The first question came swiftly, a hand shooting up from the front row. “Charlotte, many people in the gymnastics world were confused and angry about your sudden appearance on the scene. Where, exactly, did you come from?” 

Nervously, Charlotte leaned into the microphone and joked. “How much time do you have?” The ripple of laughter through the crowd relaxed some of the tension in her shoulders. She was warned not to bring up her heritage, Pepper reaffirming how skittish the American press could be when it came to ‘outsiders’ in positions of perceived power. 

"Charlotte, can you tell us about your transition from gymnastics to becoming an Avenger? How did those skills translate?"

Charlotte’s response was more relaxed, her voice steady. "Well, I’ve found that dodging bullets isn’t all that different from navigating a balance beam, except the mistakes are a lot more dangerous than a five-point deduction." Another round of chuckles amidst the raised hands. 

Another question followed, more personal this time. "There have been rumors of your...let’s say, 'adventurous' nights in Las Vegas. Care to comment?"

Finding her rhythm, Charlotte offered a wry smile. "What can I say? I like to keep life interesting. But to set the record straight, no laws were broken. Unless you count breaking the bank as a crime, in which case, I think you’ll be more concerned with Mr. Stark over here."

The atmosphere of the room lightened with her candidness, her ability to address rumors head-on while still maintaining a playful air about her. A seasoned reporter from a major news outlet raised her hand, her expression one of genuine curiosity mixed with the tenacity of a journalist looking for a deeper story. 

"Charlotte, much of your background remains a mystery to the public. Would you mind sharing some of your experiences that shaped the person and the Avenger you are today?"

Charlotte took a deep breath, her training with Pepper reminding her to navigate these waters carefully. She had been instructed to answer honestly, to allow the world to see her as a person and get invested in her story, but also not reveal so much that any potential enemy would gain an edge on her. She gestured down the table at the rest of the team, all watching her with encouraging smiles. 

"Everyone here has a story, a journey that led them to where they are. Mine was...complicated. I was orphaned, abducted, and subjected to years of horrific experiments and abuse that I don’t know if I’ll ever go into detail about.” The room was silent, the eyes of her teammates somber. A few, Natasha and Bucky in particular, looked like they’d rip the head off of anyone who dared interrupt Charlotte in this moment. “I've faced challenges and situations that tested me in ways I could never have imagined. Ways that you probably can’t imagine. But it's because of those challenges that I learned resilience, the importance of standing up for what's right, and the value of strength—not just the physical kind, but the strength of character. Those are the qualities I bring to the Avengers. I want the horrors of this world to continue to remain a mystery for all of you, and your children, and their children. I want to stop the evil before it starts. I want to protect the innocent the way I, and so many others," Her eyes darted to the side, to Wanda and Natasha, before facing forward again. “...weren’t protected.”

A murmur of approval and slight applause went through the crowd, cameras flashing wildly now that the vulnerable moment had passed.

Another question followed swiftly from a bald man in the front row, touching on her capabilities. "Can you tell us more about your powers? What makes you a valuable asset to the Avengers skill-wise?"

Smiling slightly, Charlotte replied, "Why don’t you come up here and find out?” More laughter, except from the reporter asking the question, who paled. “I have enhanced reflexes, strength and a very adaptable mind, which, when combined, allow me to anticipate and counteract threats in ways that are... unconventional."

Her answers were measured, revealing enough to satisfy curiosity without delving too deeply into the traumas of her past or the specifics of her abilities. It was a balancing act—showing vulnerability to make her relatable but maintaining enough distance to keep her privacy intact. The mock-conferences and press training with Pepper had seemed like overkill at the time, but Charlotte silently praised her for mandating them. Ten or so minutes passed with similar questions, asking about things they knew she wouldn’t be able to answer, like future missions and training protocol. She gave them the canned answer she’d practiced so many times. It went around and around before the inevitable question about her love life emerged from the crowd, thinly veiled as professional interest. 

"As the newest Avenger, there's bound to be speculation about...romantic connections within the team. Any comments?"

Charlotte’s laughter was soft, flipping her hair behind her shoulder as she leaned in to answer. "I wasn’t aware that joining the Avengers came with a dating service. I’ll have to check on that. Right now, my focus is on settling into my role and using my abilities for the greater good. But thanks for asking."

Pepper raised her hand to quiet down the chuckles of the crowd and the clamoring for further questions. “I’m afraid that’s all the time we have today. Thank you all for coming, please feel free to contact me with any further questions regarding Ms. Rossi or the rest of the team,” She was cut off by an overzealous reporter in the second row. 

“Wait, wait, Ms. Rossi,” She was flushed, clearly nervous. “What should we call you? I mean, there’s Black Widow, Captain America, the Falcon…and you?” 

Charlotte felt Nat’s hand squeeze hers under the table as she grinned. “Mockingbird.”

________

The evening sky was streaked with hues of orange and pink as Charlotte stood alone on the balcony, taking in the breathtaking view of the New York skyline. The gentle breeze tugged at her hair, sending strands dancing around her face. She savored the stillness of the moment, a welcome respite from the chaos of her thoughts.

A soft voice interrupted her daze, and she turned to see Bucky stepping out onto the balcony, his figure illuminated by the fading sunlight. The team had opted to stay dressed up for the evening, with Tony throwing an over-the-top dinner party for the occasion. She’d borrowed a loose, but low cut black slip dress from Natasha, not caring that the bandages on her left leg showed beneath the calf-length hemline. It was only the team tonight, anyways, and they’d seen much worse. Bucky’s black dress shirt hugged his chest, his long hair falling just above the collar where it was tucked behind his ears.

"Hey," he said, his tone surprisingly gentle.

"Hey," Charlotte replied, mustering a smile.

They stood in comfortable silence for a moment, both lost in the beauty of the sunset.

"Quite the view, huh?" Bucky finally spoke, breaking the silence.

Charlotte nodded, her gaze fixed on the horizon. "Yeah, it's... surreal," she said softly.

Bucky chuckled, a hint of amusement in his voice. "Tell me about it. Never thought I'd be watching sunsets from a place like this."

Charlotte's gaze lingered on the skyline, a playful glint in her eyes as she turned to him. "Just taking it all in. Hard to believe I went from some shit orphanage in Russia to this."

Leaning next to her, Bucky chuckled. "Hey, you had a few steps in between. Vegas, right? I’m sure you saw some views there that put this one to shame.”

“I’m embarrassed to say I didn’t see much of the sun while I was there.” Charlotte chuckled sheepishly. “I spent most of my time in the casino, losing track of time. And money.”

“Sounds like you acclimated to modern life quicker than I did. I was still figuring out smartphones while you were racking up chips at the Bellagio, and I had about five years of real world experience on you."

Charlotte laughed, a hint of mischief in her smile. "Hey, a girl's gotta eat. We figure out what we have to do to survive."

Bucky nodded in agreement, a wry smile playing on his lips. "I don’t disagree…but it does sound like your methods of survival are more on the glamorous side.” He raised an eyebrow at her. 

“Like I said,” She winked. “A girl’s gotta eat.” 

There was another moment of comfortable silence as their chuckles faded into the cool air. Shifting her weight on her heels, Charlotte glanced back up at Bucky.

"How'd you manage?" She asked, her curiosity evident. “To acclimate to all…this.” She gestured across the horizon. 

"It took me a while to find my footing. Everything moves so fast," Bucky replied, glancing at the bustling city below. “I used to live over there, you know.” He pointed to a suburb across the skyline. “Brooklyn. Steve and I grew up there. It was so simple back then, but of course, we didn’t realize it at the time.” 

Bucky paused, considering his thoughts. "The team helped a lot. Steve, especially. He’d just gone through it a few years before I did, so he was extra empathetic. I don’t know if I would have figured out half the shit that I did if it weren’t for him."

“Is that why you’ve been helping me?” Charlotte nudged him. “Just paying your super-soldier duties forward to the next poor soul thrust from cryo into the modern world?” 

Regarding her carefully, Bucky shook his head before looking back out into the last few beams of light. “Something like that.” 

Charlotte's laughter filled the air. "Damn, Sarge. Here I thought you were doing it out of the goodness of your heart.” 

“Maybe I just like feeling like I’m not the most out of touch person on the team.” His voice bordered on playful.

“Whatever stops the tears.” Charlotte gave him a light shove, picking up her heels from where they were discarded on a nearby patio lounger. “But for now, we should probably head back before Tony sends a search party."

Offering his arm with a gentle tease in his tone, Bucky said, "After you, Ms. Rossi. Let's not keep the man waiting."

________

The evening unfurled under the twinkling lights of the Tower's lavish dining room, an opulent space that could easily have doubled as a ballroom in another life. It was somehow sleek and modern, but regal and timeless all at once. The massive table, hewn from a single slab of dark, polished wood, stretched across the room, its surface gleaming under the soft light of numerous crystal chandeliers. Each setting was a masterpiece of fine china and gleaming silverware, flanked by crystal glasses that caught the light and scattered rainbows across the white linen tablecloth. Around the table, a jovial atmosphere bubbled among the Avengers, the change of scenery causing everyone to let loose for the evening.

The press conference had gone off without a hitch, marking yet another victory for the team, not just on the battlefield but in the court of public opinion. It was an occasion worth celebrating, and Tony, ever the consummate host, had spared no expense. His private chef had outdone himself, with course after course of exquisite dishes that would have made a Michelin-starred chef green with envy. The air was filled with the rich aromas of gourmet cuisine so fancy that Charlotte couldn’t even place half of it.

As the first round of plates were served, Tony stood, glass in hand, capturing the room's attention with the clink of a knife and a flash of his charismatic smile. "Ladies and gentlemen, and Spiderlings," he began, winking at Peter. "Tonight, we toast to many things. To the newest Avenger, Charlotte, who's shown us all that a life of white collar crime and card counting is something to aspire to." A round of hollering and whistles filled the room, Nat rustling Charlotte’s hair as she giggled.

"To Pepper, whose brilliance behind the scenes ensures our press conferences look more like award shows than the PR minefields they truly are. All while looking absolutely delicious, if I do say so myself…and I do." Another wave of laughter and applause swept through the team, with Pepper smiling modestly, her cheeks tinged with a blush of pride.

"And let's not forget to raise our glasses to Sam and Calla," Tony continued, his smile broadening. "The two people on my payroll who managed to keep the biggest secret from what was previously thought to be the world’s leading intelligence organization. We really should be more concerned about that. To Sam and Calla!" The table erupted in a chorus of congratulations, with the couple beaming, their hands intertwined.

Tony's gaze swept across his team, a twinkle in his eye. "And because no celebration is complete without a challenge, even our super soldiers aren't off the hook tonight. Thanks to a little intergalactic bartering, I've secured a keg of Asgardian mead. So, let's see if those enhanced metabolisms can keep up with the gods. Cheers!"

Laughter bubbled up around the table as Tony poured the golden liquid, serving two glasses to the reluctant super soldiers across the table from Charlotte and Natasha. Crystal glasses were thrust into the air around the table, clinking and spilling as the buzz from the wine served at dinner caught up to everyone.

"Here's to us," Tony declared, his voice carrying the weight of their shared trials and triumphs. "To the Avengers, new and old, and to a night that we'll remember—probably. Actually, hopefully not. Drink up!"

Charlotte

I don’t think I’ve ever felt so full in my life. 

Six courses. Plates practically licked clean. Dessert still on the way. Which, of course, I’d ordered two dishes. Who the hell could choose between red velvet cake and bananas foster anyways?

The meal didn’t seem to slow anyone down. Earth’s Mightiest Heroes with Earth’s Mightiest Appetites. Looking around the room, it was like the most chaotic renaissance painting you could imagine. Sam, with his arm around Calla, was telling a story that somehow had Peter terrified, Wanda laughing so hard champagne was about to come out her nose, and Pepper looking mildly concerned. Tony was engaged in conversation with Calla, somehow tuning out her fiance’s antics. Though his eyes had the classic red-wine-glazed look in them, a quick glance at his lips told me they were talking about carbon fiber photon reactors. Snooze. On Sam’s other side, Steve was playing right into Natasha’s hand. She was leaning forward onto her elbows, twirling a strand of her hair around her finger as she pretended to listen to his story about the Yankees’ World Series win back before the war. 

I couldn’t help but admire her tactic. Poor Stevie, looking equally as excited to be talking about Babe Ruth as he was to have Natasha’s undivided attention. I chuckled, taking a sip of my wine, catching Bucky’s attention across the table. He shook his head ever-so-slightly, rolling his eyes at the scene unfolding beside us before turning back to pretend he was listening to Steve as well. Amid the joviality, I found myself continually stealing glances at Bucky. He was surprisingly engaged in Steve's story, a ghost of a smile on his lips as he listened. There was a warmth in his eyes that I'd grown accustomed to, a subtle shift from the guardedness I'd seen when we first met.

Then, Tony, with that mischievous glint in his eye, raised his glass for attention, and the room fell silent. "I've got the best idea for our next fundraising initiative," he announced, his voice cutting through the air. "The ‘Women of the Avengers’ swimsuit calendar. Think of the headlines, the buzz! Pepper, get Sports Illustrated on the phone. We need to get the ball rolling."

The table erupted in groans and laughter, and Pepper promptly smacked Tony on the arm, a warning in her eyes. Amidst the chaos, I caught Bucky's gaze. His eyes traveled over me slowly, appreciatively, sending a shiver down my spine. Leaning in slightly, he murmured, just loud enough for me to hear over the chaos, "I'd hang that on my wall."

My cheeks flushed and my heart somersaulted in my chest at his audacity. In a room filled with drunken laughter and shouting, we somehow shared a private moment, our eyes locking amidst the chaos.

I wondered if he was thinking the same things I was. The same filthy, depraved things. It was a fleeting connection, but it was enough to make my pulse race and my breath catch in my throat.

Before I could fully process the moment, Steve elbowed Bucky, teasing him about his newfound appreciation for modern digital calendars, and the spell was broken. But the ghost of Bucky's gaze lingered, burned into my skin. As I forced myself to turn my attention to the rest of the table, I couldn't shake the feeling of his eyes on me, an almost intoxicating thrill that danced along my skin, igniting a spark of…something.

I could only hope it was a firework and not an atomic bomb.

After dessert, the atmosphere had shifted as everyone moved to the lounge while the staff cleaned the table. Tony, who seemed to get his kicks from getting everyone drunk and causing trouble, had suggested, "How about a game to keep the night interesting?" which was met with an enthusiastic chorus of agreement and raised glasses.

We settled into the spacious living area, sitting in various degrees of sprawled across the sectional and the floor. At the heart of our haphazard circle, a bottle of Asgardian mead, now half empty, stood proudly. "Alright, we're playing 'Never Have I Ever'," Tony declared, brandishing five fingers in the air, "Avengers edition. And let's not forget, honesty is the best policy, especially with FRIDAY, and Jesus, as your judge."

The game started with mostly harmless confessions. Pepper shared that she'd never dyed her hair, prompting Tony to jest, "Really? I totally had you down for a secret pastel goth phase."

The stakes and laughter rose as the rounds progressed. "Never have I ever stolen something," Sam chimed, casting a glance around the room as if Scott Lang were present to take the fall in that round. Grinning, I put a finger down and took a drink, seeing Natasha do the same across the room.

My turn came, and I felt a momentary hesitation, keenly aware of all the eyes on me and everything I truly hadn’t done. With a dazed smile, I ventured, "Never have I ever been mistaken for a celebrity." The room erupted into laughter as several fingers dropped. Tony grumbled about his frequent mix-ups with Elon Musk, and Peter, flushing, confessed, "Someone thought I was Tom Holland once."

Bucky, who had been partaking with a quietly amused smile, chose his turn to engage fully. "Never have I ever gone skinny-dipping." His declaration sent a wave of laughter and surprised exclamations through the group as multiple fingers, including Steve's to everyone's astonishment, were lowered. 

"Alright, Rogers, you've got to have a tale behind that," Tony prodded, only to be met with Steve's good-natured refusal and a chuckle as he took a sip, "Not a chance, Stark."

As the game unfolded, laughter and pure drunken candidness seemed to dissolve the last remnants of formality among us. I found myself caught up in the genuine joy of the moment, laughing with an ease I hadn't felt in ages. Surrounded by friends, real friends, I felt the burdens I’d been carrying for so long lighten, even if just for the evening.

As Wanda took her turn, her grin widened mischievously, lighting up the room. "Never have I ever made out with someone in this room," she announced, and the room fell into a brief, suspenseful silence before bursting into laughter and gasps of faux outrage as nearly everyone lowered a finger.

Wanda's eyes twinkled with mischief as she confidently dropped a finger of her own, her gaze briefly connecting with Peter's in a silent, shared joke. One by one, fingers descended amidst smirks and secretive glances. Pepper and Tony exchanged a look of amused resignation, Steve and Natasha shared a glance that spoke volumes, confirming rumors without a word, and Sam's arm found its way around Calla -- everyone taking a sip of their drink. 

Well, all but two of us.

All eyes eventually drifted to Bucky and me, the lone two not ensnared by Wanda's cleverly laid trap. The air between us felt thick, suffocating, as our teammates' expectant glances bore down on us.

"Come on, you two, don't hold out on us," Tony teased, his smile broad and mischievous. "This is a safe, albeit slightly incestuous, place," he assured. 

"Yeah, join the club. We're all exceptionally good friends here," Sam added, winking as Calla elbowed him.

I couldn't help but laugh somewhat nervously, feeling the heat rise to my cheeks. Bucky's reaction was so characteristically him. “What, do you want me to do a backflip or something? Fuck off.” He waved off the laughter and boos of the team, taking a longer drink than usual from his glass. I had never been more thankful for his grumpy old man shtick. 

My stomach warmed as I gulped down more champagne, averting my gaze briefly before recovering with a playful retort. "Alright, storytime, everyone. If we're airing out our laundry, let's make it a show. What about you, Steve, Natasha? And Peter, Wanda, do tell," I said, managing to deflect attention while fueling my own curiosity. Peter? Wanda? Really? Do I know these people at all?

Bucky simply shook his head, amusement touching the corners of his eyes.

The room murmured with anticipation, everyone's attention now laser focused on Steve and Natasha. After a shared, silent exchange, Natasha leaned in, her voice low. "Let's just say, long missions can get... interesting. You find ways to pass the time," she teased, leaving much to the imagination. Whistles and catcalls filled the air as Steve blushed, looking sheepish but not ashamed.

The spotlight then shifted to Peter and Wanda, the former wearing an expression of embarrassment mixed with fond remembrance. "Peter wanted to make an ex-girlfriend jealous, and being the wonderful friend I am, I agreed to help," Wanda explained, grinning.

Peter chimed in, "It was more effective than we anticipated," eliciting another round of whistles from the group.

The chaos reached a new height as everyone seemed to freak out at the new revelations about how salacious, and as Tony said, incestuous our little team truly was. I made a mental note not to refer to us as a family, ever. I opened my mouth to excuse myself, but the team was so distracted, I saved my breath. Pushing myself off the ground, I grabbed my glass and made my way around the massive couch. I hadn’t quite realized how much I’d drank until standing up, feeling my head spin. Maybe mixing the Asgardian mead with expensive champagne wasn’t my best idea, but hey, Tony said the goal wasn’t to remember tonight, and I was well on my way.

I found myself at the bar, reaching for a bottle that promised to cool the warmth in my cheeks and the flutter in my stomach. My hand brushed against metal fingers, and the world seemed to tilt slightly on its axis. Bucky, with his stupid silent approach, apparently had the same idea, and was reaching for the same escape in a bottle.

"Sorry," he whispered, his fingers closing around my fist, gripping the neck of the bottle. Yet, he made no move to distance himself; instead, he edged closer, the air between us practically crackling with electricity.

Our eyes locked, and in that moment, the crowded room, the laughter, and the music faded into a distant hum. I could smell his cologne and the bitter scent of the otherworldly mead. I could see the stubble along his jawline. 

"No, you’re not," I found myself whispering, the words a mix of challenge and invitation, laced with a yearning for the line we’d drawn in the sand to be crossed.

His smile was slow, deliberate, dark. "Not even a little," he confessed, his voice husky.

The air around us seemed to thicken, time slowing as we leaned closer, the rest of the world blurring into insignificance. The anticipation of the moment was almost palpable, our breaths mingling, his lips the last thing I saw as I closed my eyes. My stomach seared with the fire that ripped through it and threatened to burn me alive. 

"Hey, you two! You're missing the best part of the party!" Sam’s voice had never felt more unwelcome as it carried around the corner, his fists banging on the wall. 

We sprang apart, the spell broken. I swore I felt the moment freeze over and shatter into a million pieces on the ground. Bucky's gaze turned guarded, yet a smile lingered on his lips, a silent acknowledgment the fact that, I don’t know…fucking everything almost just changed. I couldn’t tell if it was the base of the music or my own heartbeat thundering through my bones. All I could see was a set of blue eyes, watching me, daring me to say anything. 

Bucky released his grip on mine and the bottle, muttering, “I think I’ve had enough tonight.” 

"Coming, Sam," I managed, my voice steadier than I felt, my heart still racing, my muddled brain struggling to process what just almost happened.

As we rejoined the group, the buzz of the party enveloped us right back in. I settled onto the couch between Wanda and Peter, animatedly cheering Steve on in a game of flip cup against Tony. I took a slow sip of the champagne I’d refilled and a deep breath along with it. 

Atomic bomb, for sure. 

[refermegroup]

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With changes in the industries due to technological changes, the demand for IT professionals will be in a constant evolution mode. New technologies such as automation, artificial intelligence, and cloud computing are increasingly being integrated into core business operations, which will soon make jobs in IT not just about coding but about mastering new technologies and developing versatile skills. Here, we cover what is waiting to take over the IT landscape and how you can prepare for this future.

1. Artificial Intelligence (AI) and Machine Learning (ML):

AI and ML are the things that are currently revolutionizing industries by making machines learn from data, automate processes, and predict outcomes. Thus, jobs for the future will be very much centered around these fields of AI and ML, and the professionals can expect to get work as AI engineers, data scientists, and automation specialists.

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4. Data Science and Analytics:

As they say, the new oil in this era is data. Therefore, organisations require professionals who would be able to analyze humongous datasets and infer actionable insights. Data science, data engineering, as well as advanced analytics tools, will be your cornucopia for thriving industries in the near future.

5. DevOps and Automation:

DevOps engineers are the ones who ensure that continuous integration and deployment work as smoothly and automatically as possible. Your knowledge of the business/operations will orient you well on that terrain, depending on how that applies to your needs.

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You might also like: How to crack interview in MNC IT

[vodika-vibes]

Find Yourself part 1

So. I had an idea, and I decided to write it. I'm not 100% sure how this is going to end, since I don't plan anything in my life, but that's okay. I tried to proof read this since some parts were written in present and some were written in past tense, but I doubt I caught it all, lol.

tagging: @starrrgazingbunny and @kiss-anon

The Clone Wars changed a lot of things in the Galaxy.

There was the obvious one, of course. The genocide of the Jedi, and the overthrow of the Republic into an Empire. Something that affected the life and livelihoods of millions of people across the galaxy.

But there were also smaller changes.

On Naboo, people suddenly realized that they could make it so their ruler had identical decoys. They considered, for a time, cloning potential rulers, but quickly ruled it out as far too expensive.

And then someone mentioned that Genetic modifications existed, and that it was a relatively safe procedure. Not to mention surgical modifications. And with Bacta therapy, the young decoys wouldn’t even have any scars to show that they had been altered in any way.

The theory was bounced around for over a year, and then it was signed into law.

Due to the young age of the Queen, or King, of Naboo, training began young. Which meant the selection process began even earlier. Potential sovereigns were interviewed and selected and sent to diplomatic training. And, at the same time, families across Naboo would be approached by members of the Royal Household. 

Families were offered massive monetary compensation if they signed their child over to the Decoy Program. They were also promised that if the potential sovereign wasn’t elected, the child would be returned to them, slightly altered, but still their child.

No one ever denied them.

Handmaiden Ceté had been one such child, once upon a time. Chosen due to the fact that she had the same fair skin-tone as the Queen Elect, as well as the fact that the Queen Elect knew Ceté, she was the first Handmaiden chosen.

The first to go through the genetic manipulation to change her hair and eye colors. The first to undergo the surgeries to make sure that she remained as dainty as the Queen Elect.

The first to lose her name and identity as a Nubian citizen.

The first Fragment of Eté.

And now, almost 20 years later, Ceté had nothing that made her any different from her sisters. She ate what the Queen ate. Spoke like the Queen. Styled her hair and wore her clothes like the Queen.

She had no individual likes or dislikes, as they weren’t allowed. She had no hobbies that weren’t the Queen’s first. She was a fragment of Eté. It was just how it was.

She wasn’t happy. Or content. But neither were her sisters, so her guess was that this was just a way of life.

Oh, but if she had a choice, Ceté would wear shorts and tank-tops and cut her hair to her chin and dye it pink or blue or green or-. She would dance and laugh and sing and explore the stars. She would wear pinks and yellows and both at the same time. She would lay under a tree for hours, lazily whittling the hours away by watching the clouds. She would dance in the rain and jump in mud-puddles.

If she had a choice, she would choose to be happy.

But her right to have a choice was taken when she was four years old.

“What do you think the Queen has decided?” Jordé asked Ceté as they stood at the side of the room, watching as the Queen prepared for her speech.

“Something awful, I’m sure.” Ceté murmured back with an unamused smile, “Like every other decision she’s made.”

“They haven’t all been bad.” Jordé tried to defend, “I mean…she made the child services system-” She trailed off, “The food drive for widows-” She trailed off again, “What about-...hm…”

“Like I said,” Ceté replied dryly.

“We have a strong military now.” Jordé said weakly.

“A military made up of the children who she shunted into the care system,” Ceté countered under her breath, “Not exactly paragons of Nubian Loyalty, sister.”

Her sister hummed her agreement, “Well, maybe this will be a good announcement.” She murmured, straightening as their other sisters and the Queen finished what they were working on and approached them.

Eté seemed to look through Ceté and Jordé, something that she’s been doing for almost 20 years now, “How are things looking outside?” She asked.

Ceté bowed her head respectfully, “The people have gathered for your speech, your majesty. Everything is prepared for you to begin your speech at the top of the hour.”

The Queen nodded, once, “And the weather?”

“Sunny and humid, Majesty.” Jordé answered promptly, “We have made arrangements to ensure that the podium where you will be giving your speech is shaded with an appropriate cover. There is a chance of rain later this afternoon.”

“Nothing that will interrupt my speech?” The Queen asked.

“No, your Majesty.”

“Good.” She brushed past them without so much as a second glance. Jordé and Ceté waited until their sisters slipped past them as well, and then they fell in line at the end of the procession.

Hopefully the speech would be something warm and uplifting.

It wasn’t.

Ceté kept her face carefully placid, something that long years of experience helped her with, as she listened to the people of Theeds cheer over her Queen’s words. 

She tried to ignore the disgust coiling in her gut, but that was much harder for her to ignore.

How could they agree to this?

The Gungan people were, are, the native people to Naboo! The Republic named them sentients ages ago. Queen Amidala III did not have the authority to overturn that-

Ceté took a steadying breath and gratefully accepted the cool drink that one of the servants offered her.

Her sisters were acting like all was well, hell, even Jordé had looked pleased with the Queen’s announcement that she was beginning a military campaign to exterminate the Gungan people.

Ceté’s grip around her cup tightened, and then she carefully loosened her grip and took a sip of something cool and sweet. A juice made from a fruit harvested here on Naboo. It was the Queen’s favorite, and so it was Ceté’s favorite.

Ceté had put up with a lot in the name of being one of Queen Amidala’s fragments. Years of training, genetic and physical alterations, not having a past or a family, or even a future that wasn’t tied to the woman her parents bound her to.

But this-

She couldn’t accept this.

Wouldn’t accept this.

If no one on Naboo would help her, and, judging by some of the comments she was hearing, none of them would, then she would find help for the Gungan people elsewhere.

Reaching out to the Gungan people themselves was out of the question. As one of the Queen’s fragments, they would likely just kill her on sight. And Ceté couldn’t blame them.

No. She would have to look elsewhere.

She wasn’t sure where, just yet.

But she had always been adaptable, years of training had ensured that.

Ceté leaned against a wall, and sipped her drink, her face calm, even as she started building an escape plan in the back of her mind.

A ship would be leaving Theeds the following morning, heading towards Outland Station, a space station that acted as a hub for spacers, bounty hunters, and pirates.

Ceté would be on that ship, whether anyone liked it or not.

*****************

Kix looked up from where he was doing inventory in his med-bay when the door slid open, and one of the pirates he worked with bounded in with a wide grin on their face.

He didn’t remember their name, he didn’t care enough to remember.

“Hey Doc!”

It was valid since they didn’t bother to remember his name.

“We’re about to be rich!”

Kix turned back to his inventory, “Is that right.” He didn’t care. Doesn’t care.

Apparently the interloper in his med-bay didn’t get the memo, as they plopped themselves on a medical bed, and leaned in towards him, as if to gossip. “Yup, Boss captured one of the handmaidens of the Queen of Naboo. We’re going to ransom her back to them for a massive amount of credits.”

Kix stilled, a lifetime of memories flashing through his mind. He shook off the melancholy as best as he could, and pinned the pirate with an annoyed look, “Did you hurt her?”

“Eh, she might be a little banged up,” They sounded unconcerned, “Nothing to be worried about.”

Kix stood and grabbed his medical kit, slinging it over his shoulder, “I’ll go and see, just to make sure.” He didn’t trust them to seriously hurt her if it meant that she wouldn’t be able to run.

Plus, there was a little voice in the back of his head that sounded a lot like Rex at his Dad-est, telling him that checking on the hostage was the right thing to do. 

He wondered if he would ever stop hearing the ghosts of his brothers. 

“Come on, doc! I said she’s fine!”

“And I remain unconvinced. Where is she?”

The pirate made a disgusted noise, “She’s in one of the holding rooms.” Kix didn’t wait for him to say anything else, he just brushed past him and left the room.

She was pretty. That was the first thing Kix noticed about her. Long black hair tied in a bun, a slender frame, and a stubborn set to her lips. She had bruises on her cheek and temple, ugly bruises that were already turning red.

“Those look painful.” Kix noted, “Would you let me treat them?”

She gazed at him evenly, “Do I have a choice?”

“You always have a choice,” Kix replied.

“Then let me go.”

“Unfortunately, that’s not one of your choices.” He countered as he folded his arms and regarded her curiously. She was remarkably unafraid for someone who had been captured by pirates. “Your options, from me, are letting me treat your injuries, or not letting me treat your injuries.”

Her lips pursed, and her gaze darted around the cell, likely looking for a possible escape.

“Look, the Captain is already reaching out to Naboo.”

That got a reaction. She jerked as though he just slapped her, and all of the color drained from her face, Kix had never actually seen that happen before, though he knew it was possible.

Kix regarded her through half-lidded eyes. Her face was ashen, and her gaze was suddenly darting left and right, as though looking for an escape. And then her gaze met his, and something deadly calm crossed her features. "Once your Queen pays your ransom," Kix said quietly, (Stars how low has he fallen?) "You'll be returned to Naboo, unharmed." 

She lifted her chin, and for a moment, Kix saw a hint of Senator Amidala in her bearing, which made sense, he figured. "My Queen will never pay ransom for one of her shards. And if she did, my life would be forfeit the moment I stepped foot on Nubian soil."

"Shards?" 

"I am a decoy. Nothing more than a fragment of Her Majesty. Fleeing as I did is tantamount to treason. If you return me, you return me to my death."

Something cold ran down Kix’s spine.

He was no Jedi. He had no way to determine if someone spoke the truth or not, but he did know people. He knew how people reacted when they were afraid, and she was terrified.

“Why?” Kix asked, he needed to know. Needed to understand. Naboo was a peaceful planet, or it was during the Clone Wars-

“My Queen has ordered the extermination of the Gungan people.” Her voice was quiet, and her hands, clasped over her stomach, were shaking, “I cannot, will not, allow it to happen. So I’m looking for help.”

She wasn’t lying, Kix realized with a sinking heart.

“Let me go, or a lot of people are going to die.”

Kix stared at her, his mind racing. And then he made a split second decision. “Alright. But I’m coming with you?”

Something cold crossed her face, “Why, so you can get your own ransom?”

He scoffed, and unlocked her cell, “Just because the GAR doesn’t exist anymore doesn’t mean that I’m not still a part of it.”

She blinked at him, startled, “You’re a Clone?” She asked, shock crossing her face. Likely doing the math and realizing that he should probably be dead.

“The last one,” Kix replied with a humorless smile.

She stepped out of the cell, she was tiny, the top of her head level with his shoulder, maybe it was a Nubian thing. “My name is Ceté,” She finally said, “Is there a ship or something?”

“Follow me,”

In the lower part of the pirate ship was a small shuttle, big enough for two people, but only just. “Who does this belong to?” Ceté asked as Kix helped her on board and then climbed up after her.

“The Captain stole the ship from Corsec,” Kix explained as he slipped around her and into the pilot’s seat, “There’s no tracking on it, which makes it good for our escape, but it’s not the best on fuel, so we’re going to want to ditch it somewhere and get a different ship.”

Ceté sank into the copilot’s seat, and absently started helping with the preflight checks, “You have a plan?”

“Not yet,” He glanced at her, and then back at his panel, “Let’s get out of here, and then I’m going to need some information.”

“I’m going to have some questions for you too,” Ceté warned.

Kix released a humorless laugh, “Fair. A question for a question.” There’s silence for a long moment, though it isn’t uncomfortable, as the pair work in tandem to get the shuttle on and off the ship without too much trouble.

They remained silent as Kix pushed them into Hyperdrive, and then he turned and focused his gaze on Ceté, “We’re heading to Takodana, Maz will help us. Or, at least, she won’t hurt us.”

“Alright,” Ceté agreed with a slight incline of her head. “You have questions?”

“Yeah.” Kix paused, likely thinking of all the questions he had, “First, you called yourself a shard. What does that even mean?”

Ceté hesitated for a moment, and then she turned in her chair to look at him, “It’s a long story.” She warned.

“Tell me anyway.”

“Alright.” She leaned back in her seat slightly, “You know how the Sovereign of Naboo has their decoys, five or six young people who take the sovereign's place when they need to be elsewhere, or if they might not be safe.”

“Yes, I’m familiar with the practice.” Kix replied.

“Right, well. The Clone Wars changed things,” Ceté paused, “To be more specific, the Clones changed things. People suddenly realized that they could have exact doubles of their sovereign, rather than just close enough.”

“...you’re a clone-?”

“No. Not like you, at least.” Ceté’s smile is slightly bitter, “Cloning is expensive, you see. Genetic alterations and plastic surgery are much cheaper.”

Kix stared at her, hard, “What did you originally look like?”

“I don’t remember. I was four when my parents got the offer for me to join the Decoy program. I underwent surgery and genetic alterations before I was five. Then they took my name and gave me a more suitable one. And before you ask, I don’t remember my name either.”

Kix stared at her silently for a moment, “That sounds…really fucking familiar. Do you have anything that makes you distinct from your Queen?”

“No. I don’t even know what things I like or don’t like, because I had to be a perfect reflection of my Queen.”

“...I never thought I would ever think this, but you somehow had it worse than me and my brothers,” Kix said flatly, completely unimpressed with Naboo. “At least I was able to pick my own hairstyle, and my own name, and how to decorate my armor.”

He drummed a rhythm on the armor covering his thigh, and then he stood, “Do you want a haircut?”

Ceté blinked at him in surprise, “I don’t…I never thought about it.” She stood as well and followed him out of the cockpit.

“It’s just hair, it’ll grow back if you don’t like it.” Kix pointed out as he dug through his kit and pulled out a pair of scissors.

Ceté stared at the scissors for a moment, and then she hesitated, “Maybe…” She gestured to her shoulders, “Shoulder length hair?”

Kix grinned, “Excellent. Have a seat and I’ll get you all sorted.”

Ceté sat on an open chair and Kix stood behind her, carefully cutting her hair to the length that she wanted. His mind was racing. A non-clone Clone. Someone who never had any choice in her life, rather like him, only worse since she existed for a single person.

Kix’s gaze focused on the back of her head. He needed to protect her. She deserved to be protected.

She also deserved to have a choice in her life, maybe he could help her find herself while helping her save the Gungan people.

Maybe she would be able to help him become him again.

Long hair fell to the floor around his feet as he cut her hair, and a small grin crossed Kix’s face. For the first time in, what felt like, forever. He no longer felt haunted by the ghosts of his brothers. 

Yes. This would lead to good things. He was sure of it.

[gradsireninc]

How To Get An Online Internship In the IT Sector (Skills And Tips)

Internships provide invaluable opportunities to gain practical skills, build professional networks, and get your foot in the door with top tech companies.

With remote tech internships exploding in IT, online internships are now more accessible than ever. Whether a college student or career changer seeking hands-on IT experience, virtual internships allow you to work from anywhere.

However, competition can be fierce, and simply applying is often insufficient. Follow this comprehensive guide to develop the right technical abilities.

After reading this, you can effectively showcase your potential, and maximize your chances of securing a remote tech internship.

Understand In-Demand IT Skills

The first step is gaining a solid grasp of the most in-demand technical and soft skills. While specific requirements vary by company and role, these competencies form a strong foundation:

Technical Skills:

Proficiency in programming languages like Python, JavaScript, Java, and C++

Experience with front-end frameworks like React, Angular, and Vue.js

Back-end development skills - APIs, microservices, SQL databases Cloud platforms such as AWS, Azure, Google Cloud

IT infrastructure skills - servers, networks, security

Data science abilities like SQL, R, Python

Web development and design

Mobile app development - Android, iOS, hybrid

Soft Skills:

Communication and collaboration

Analytical thinking and problem-solving

Leadership and teamwork

Creativity and innovation

Fast learning ability

Detail and deadline-oriented

Flexibility and adaptability

Obtain Relevant Credentials

While hands-on skills hold more weight, relevant academic credentials and professional IT certifications can strengthen your profile. Consider pursuing:

Bachelor’s degree in Computer Science, IT, or related engineering fields

Internship-specific courses teaching technical and soft skills

Certificates like CompTIA, AWS, Cisco, Microsoft, Google, etc.

Accredited boot camp programs focusing on applied skills

MOOCs to build expertise in trending technologies like AI/ML, cybersecurity

Open source contributions on GitHub to demonstrate coding skills

The right credentials display a work ethic and supplement practical abilities gained through projects.

Build An Impressive Project Portfolio

Nothing showcases skills better than real-world examples of your work. Develop a portfolio of strong coding, design, and analytical projects related to your target internship field.

Mobile apps - publish on app stores or use GitHub project pages

Websites - deploy online via hosting services

Data science - showcase Jupyter notebooks, visualizations

Open source code - contribute to public projects on GitHub

Technical writing - blog posts explaining key concepts

Automation and scripts - record demo videos

Choose projects demonstrating both breadth and depth. Align them to skills required for your desired internship roles.

Master Technical Interview Skills

IT internship interviews often include challenging technical questions and assessments. Be prepared to:

Explain your code and projects clearly. Review them beforehand.

Discuss concepts related to key technologies on your resume. Ramp up on fundamentals.

Solve coding challenges focused on algorithms, data structures, etc. Practice online judges like LeetCode.

Address system design and analytical problems. Read case interview guides.

Show communication and collaboration skills through pair programming tests.

Ask smart, well-researched questions about the company’s tech stack, projects, etc.

Schedule dedicated time for technical interview practice daily. Learn to think aloud while coding and get feedback from peers.

Show Passion and Curiosity

Beyond raw skills, demonstrating genuine passion and curiosity for technology goes a long way.

Take online courses and certifications beyond the college curriculum

Build side projects and engage in hackathons for self-learning

Stay updated on industry news, trends, and innovations

Be active on forums like StackOverflow to exchange knowledge

Attend tech events and conferences

Participate in groups like coding clubs and prior internship programs

Follow tech leaders on social mediaListen to tech podcasts while commuting

Show interest in the company’s mission, products, and culture

This passion shines through in interviews and applications, distinguishing you from other candidates.

Promote Your Personal Brand

In the digital age, your online presence and personal brand are make-or-break. Craft a strong brand image across:

LinkedIn profile - showcase achievements, skills, recommendations

GitHub - displays coding activity and quality through clean repositories

Portfolio website - highlight projects and share valuable content

Social media - post career updates and useful insights, but avoid oversharing

Blogs/videos - demonstrate communication abilities and thought leadership

Online communities - actively engage and build relationships

Ensure your profiles are professional and consistent. Let your technical abilities and potential speak for themselves.

Optimize Your Internship Applications

Applying isn’t enough. You must optimize your internship applications to get a reply:

Ensure you apply to openings that strongly match your profile Customize your resume and cover letters using keywords in the job description

Speak to skills gained from coursework, online learning, and personal projects

Quantify achievements rather than just listing responsibilities

Emphasize passion for technology and fast learning abilities

Ask insightful questions that show business understanding

Follow up respectfully if you don’t hear back in 1-2 weeks

Show interest in full-time conversion early and often

Apply early since competitive openings close quickly

Leverage referrals from your network if possible

This is how you do apply meaningfully. If you want a good internship, focus on the quality of applications. The hard work will pay off.

Succeed in Your Remote Internship

The hard work pays off when you secure that long-awaited internship! Continue standing out through the actual internship by:

Over Communicating in remote settings - proactively collaborate

Asking smart questions and owning your learning

Finding mentors and building connections remotely

Absorbing constructive criticism with maturity

Shipping quality work on or before deadlines

Clarifying expectations frequently

Going above and beyond prescribed responsibilities sometimes

Getting regular feedback and asking for more work

Leaving with letters of recommendation and job referrals

When you follow these tips, you are sure to succeed in your remote internship. Remember, soft skills can get you long ahead in the company, sometimes core skills can’t.

Conclusion

With careful preparation, tenacity, and a passion for technology, you will be able to get internships jobs in USA that suit your needs in the thriving IT sector.

Use this guide to build the right skills, create an impressive personal brand, ace the applications, and excel in your internship.

Additionally, you can browse some good job portals. For instance, GrandSiren can help you get remote tech internships. The portal has the best internship jobs in India and USA you’ll find. The investment will pay dividends throughout your career in this digital age. Wishing you the best of luck! Let me know in the comments about your internship hunt journey.

[gradsiren]

How To Get An Online Internship In the IT Sector (Skills And Tips)

Internships provide invaluable opportunities to gain practical skills, build professional networks, and get your foot in the door with top tech companies.

With remote tech internships exploding in IT, online internships are now more accessible than ever. Whether a college student or career changer seeking hands-on IT experience, virtual internships allow you to work from anywhere.

However, competition can be fierce, and simply applying is often insufficient. Follow this comprehensive guide to develop the right technical abilities.

After reading this, you can effectively showcase your potential, and maximize your chances of securing a remote tech internship.

Understand In-Demand IT Skills

The first step is gaining a solid grasp of the most in-demand technical and soft skills. While specific requirements vary by company and role, these competencies form a strong foundation:

Technical Skills:

>> Proficiency in programming languages like Python, JavaScript, Java, and C++ >> Experience with front-end frameworks like React, Angular, and Vue.js >> Back-end development skills - APIs, microservices, SQL databases >> Cloud platforms such as AWS, Azure, Google Cloud >> IT infrastructure skills - servers, networks, security >> Data science abilities like SQL, R, Python >> Web development and design >> Mobile app development - Android, iOS, hybrid

Soft Skills:

>> Communication and collaboration >> Analytical thinking and problem-solving >> Leadership and teamwork >> Creativity and innovation >> Fast learning ability >> Detail and deadline-oriented >> Flexibility and adaptability

Obtain Relevant Credentials

While hands-on skills hold more weight, relevant academic credentials and professional IT certifications can strengthen your profile. Consider pursuing:

>> Bachelor’s degree in Computer Science, IT, or related engineering fields. >> Internship-specific courses teaching technical and soft skills. >> Certificates like CompTIA, AWS, Cisco, Microsoft, Google, etc. >> Accredited boot camp programs focusing on applied skills. >> MOOCs to build expertise in trending technologies like AI/ML, cybersecurity. >> Open source contributions on GitHub to demonstrate coding skills.

The right credentials display a work ethic and supplement practical abilities gained through projects.

Build An Impressive Project Portfolio

Nothing showcases skills better than real-world examples of your work. Develop a portfolio of strong coding, design, and analytical projects related to your target internship field.

>> Mobile apps - publish on app stores or use GitHub project pages >> Websites - deploy online via hosting services >> Data science - showcase Jupyter notebooks, visualizations >> Open source code - contribute to public projects on GitHub >> Technical writing - blog posts explaining key concepts >> Automation and scripts - record demo videos

Choose projects demonstrating both breadth and depth. Align them to skills required for your desired internship roles.

Master Technical Interview Skills

IT internship interviews often include challenging technical questions and assessments. Be prepared to:

>> Explain your code and projects clearly. Review them beforehand. >> Discuss concepts related to key technologies on your resume. Ramp up on fundamentals. >> Solve coding challenges focused on algorithms, data structures, etc. Practice online judges like LeetCode. >> Address system design and analytical problems. Read case interview guides. >> Show communication and collaboration skills through pair programming tests. >> Ask smart, well-researched questions about the company’s tech stack, projects, etc.

Schedule dedicated time for technical interview practice daily. Learn to think aloud while coding and get feedback from peers.

Show Passion and Curiosity

Beyond raw skills, demonstrating genuine passion and curiosity for technology goes a long way.

>> Take online courses and certifications beyond the college curriculum >> Build side projects and engage in hackathons for self-learning >> Stay updated on industry news, trends, and innovations >> Be active on forums like StackOverflow to exchange knowledge >> Attend tech events and conferences >> Participate in groups like coding clubs and prior internship programs >> Follow tech leaders on social media >> Listen to tech podcasts while commuting >> Show interest in the company’s mission, products, and culture

This passion shines through in interviews and applications, distinguishing you from other candidates.

Promote Your Personal Brand

In the digital age, your online presence and personal brand are make-or-break. Craft a strong brand image across:

>> LinkedIn profile - showcase achievements, skills, recommendations >> GitHub - displays coding activity and quality through clean repositories >> Portfolio website - highlight projects and share valuable content >> Social media - post career updates and useful insights, but avoid oversharing >> Blogs/videos - demonstrate communication abilities and thought leadership >> Online communities - actively engage and build relationships

Ensure your profiles are professional and consistent. Let your technical abilities and potential speak for themselves.

Optimize Your Internship Applications

Applying isn’t enough. You must optimize your internship applications to get a reply:

>> Ensure you apply to openings that strongly match your profile >> Customize your resume and cover letters using keywords in the job description >> Speak to skills gained from coursework, online learning, and personal projects >> Quantify achievements rather than just listing responsibilities >> Emphasize passion for technology and fast learning abilities >> Ask insightful questions that show business understanding >> Follow up respectfully if you don’t hear back in 1-2 weeks >> Show interest in full-time conversion early and often >> Apply early since competitive openings close quickly >> Leverage referrals from your network if possible

This is how you do apply meaningfully. If you want a good internship, focus on the quality of applications. The hard work will pay off.

Succeed in Your Remote Internship

The hard work pays off when you secure that long-awaited internship! Continue standing out through the actual internship by:

>> Over Communicating in remote settings - proactively collaborate >> Asking smart questions and owning your learning >> Finding mentors and building connections remotely >> Absorbing constructive criticism with maturity >> Shipping quality work on or before deadlines >> Clarifying expectations frequently >> Going above and beyond prescribed responsibilities sometimes >> Getting regular feedback and asking for more work >> Leaving with letters of recommendation and job referrals

When you follow these tips, you are sure to succeed in your remote internship. Remember, soft skills can get you long ahead in the company, sometimes core skills can’t.

Conclusion

With careful preparation, tenacity, and a passion for technology, you will be able to get internships jobs in USA that suit your needs in the thriving IT sector.

Use this guide to build the right skills, create an impressive personal brand, ace the applications, and excel in your internship.

Additionally, you can browse some good job portals. For instance, GrandSiren can help you get remote tech internships. The portal has the best internship jobs in India and USA you’ll find.

The investment will pay dividends throughout your career in this digital age. Wishing you the best of luck! Let me know in the comments about your internship hunt journey.

[bepractical1]

Full Stack Development Course: Roadmap, Skills, and Job Opportunities

In today's digital era, businesses are constantly seeking tech professionals who can build and manage complete web applications independently. This is where Full Stack Development shines. With the demand for full stack developers on the rise, now is the perfect time to enroll in a Full Stack Development Course and kickstart a career in one of the most versatile roles in the IT industry.

If you're looking for the best place to learn, Be-Practical, an educational and training organization based in Bangalore, offers a comprehensive full stack developer course in Bangalore that combines industry-relevant skills with practical learning and guaranteed placement support.

In this blog, we’ll explore the roadmap to becoming a full stack developer, the key skills you’ll gain, and the job opportunities available after completing a full stack development course in Bangalore.

📍 What is Full Stack Development?

Full stack development refers to the process of developing both the front-end (client side) and back-end (server side) of web applications. A Full Stack Developer is a professional capable of handling the entire application development process—from user interface design to server and database management.

Given the dynamic nature of web technologies, companies prefer hiring full stack developers who can manage end-to-end projects with minimal dependency.

🎓 Why Choose Be-Practical?

Be-Practical is a trusted name in IT education and training, especially in the domain of full stack development course in Bangalore. With an emphasis on hands-on learning, real-time projects, and industry mentorship, Be-Practical prepares students to meet real-world development challenges head-on.

Their full stack developer course in Bangalore with placement offers dedicated career guidance, resume building sessions, and mock interviews to ensure you're fully prepared to land your dream job.

🛣️ Full Stack Development Course Roadmap

A well-structured Full Stack Development Course is typically divided into three main layers:

1. Front-End Development

You’ll begin by learning how to build user interfaces using:

HTML5 & CSS3 – For structuring and styling web content.

JavaScript – The programming language that powers interactivity.

React.js or Angular – For building responsive, single-page applications (SPAs).

The full stack developer course at Be-Practical ensures you master these tools to design seamless, responsive websites that provide a rich user experience.

2. Back-End Development

Next, you’ll explore the server side of web development, including:

Node.js & Express.js – Popular technologies for building scalable server-side applications.

Java or Python (optional) – Additional languages used by many enterprise-grade applications.

REST APIs – For client-server communication.

The full stack development course in Bangalore by Be-Practical offers practical training in server-side logic, database integration, and session handling.

3. Database Management

Databases are crucial for any application. You’ll learn how to:

Design and manage SQL databases (MySQL, PostgreSQL)

Work with NoSQL databases like MongoDB

Integrate databases with front-end and back-end using full stack frameworks

4. DevOps & Deployment

Be-Practical’s full stack developer course in Bangalore with placement also covers deployment fundamentals:

Version control with Git & GitHub

Hosting applications using Heroku, Netlify, or AWS

Introduction to CI/CD pipelines and cloud environments

This makes you job-ready and confident in deploying real-world projects to live environments.

🧠 Essential Skills You’ll Learn

By the end of your Full Stack Development Course, you’ll have hands-on experience with the following:

Writing clean, efficient HTML, CSS, and JavaScript code

Creating dynamic front-end applications with React

Building scalable back-end APIs using Node.js and Express

Managing relational and non-relational databases

Using Git and GitHub for version control and collaboration

Deploying full stack projects in cloud environments

Debugging and testing applications

Soft skills like communication, teamwork, and problem-solving

These skills are taught through project-based learning at Be-Practical, ensuring you apply everything you learn in real-time scenarios.

💼 Career and Job Opportunities

The demand for full stack developers is booming across India and globally. After completing a full stack developer course, you can explore roles such as:

Full Stack Developer

Web Developer

Front-End Developer

Back-End Developer

Software Engineer

UI/UX Developer

Application Developer

Top tech companies, startups, and MNCs are actively hiring professionals who can manage entire application life cycles. According to job market reports, full stack developers in India earn between ₹4 LPA to ₹15 LPA based on experience and skill level.

Be-Practical’s full stack developer course in Bangalore with placement ensures you don’t just learn the skills—you get placed in the right job with the right package.

📍 Why a Full Stack Developer Course in Bangalore?

Bangalore is India’s tech hub, home to thousands of IT companies, startups, and R&D centers. Choosing a full stack development course in Bangalore puts you in proximity to top employers and opens up numerous networking and internship opportunities.

Be-Practical’s industry partnerships and local employer connections make it one of the best places to take a full stack developer course in Bangalore and get placed quickly.

🎯 Final Thoughts

Whether you’re a student, a working professional looking for a career switch, or someone seeking a high-paying job in IT, a Full Stack Development Course is your ticket to long-term success.

Be-Practical offers one of the most comprehensive and job-focused full stack developer course in Bangalore with placement, equipping you with technical skills, soft skills, and industry exposure.

Start your journey today with Be-Practical and become a confident, competent full stack developer ready to take on the digital world.

[softynotes]

B.Tech in AI & ML: Future-Proof Your Tech Career in 2025

Artificial Intelligence (AI) and Machine Learning (ML) are no longer just buzzwords — they are the backbone of the digital revolution transforming industries worldwide. As we move into 2025, a B.Tech in AI & ML stands out as one of the most future-proof choices for students looking to launch a dynamic and resilient tech career.

Why Should Students Consider B.Tech in AI & ML to Start Their Tech Career?

· Exponential Industry Growth: By 2030, AI is expected to contribute up to $15.7 trillion to the global economy, with the machine learning market projected to reach $408.4 billion. This explosive growth is fueling demand for professionals with expertise in AI and ML.

· Ubiquity Across Sectors: From healthcare and finance to automotive and entertainment, AI and ML are reshaping how organizations operate, making these skills universally valuable.

· Essential, Not Optional: As automation and intelligent systems become standard, professionals who can design, train, and ethically deploy AI solutions are in high demand and often considered indispensable.

Skills You Will Learn in a B.Tech AI & ML Program

A B.Tech in AI & ML blends foundational computer science with specialized AI and ML training. Key skills include:

· Programming Languages: Master Python, R, and C++ — the core languages for AI development.

· Data Structures & Algorithms: Build the backbone for efficient data processing and model training.

· Machine Learning & Deep Learning: Learn to design, train, and deploy models using frameworks like TensorFlow and PyTorch.

· Natural Language Processing (NLP): Develop systems for chatbots, language translation, and sentiment analysis.

· Cloud Computing: Gain hands-on experience with AWS, Azure, and Google Cloud, a must-have for deploying scalable AI solutions.

· AI Ethics & Governance: Understand the ethical implications and responsible deployment of AI technologies.

· Real-World Projects & Internships: Apply your knowledge to practical problems and industry projects, ensuring you graduate job-ready.

Opportunities After B.Tech in AI & ML

Graduates of B.Tech AI & ML are highly sought after for roles such as:

· Machine Learning Engineer

· AI Engineer

· Data Scientist

· Robotics Engineer

· AI Architect

· NLP Scientist

· Business Intelligence Developer

These roles offer lucrative salaries, with starting packages in India ranging from ₹10–15 LPA and global salaries often exceeding $100,000 per year for skilled professionals. Companies across sectors — including tech giants, startups, healthcare, automotive, and finance — actively seek AI & ML graduates to drive innovation and maintain a competitive edge.

How Mohan Babu University Supports Your AI & ML Ambitions

Choosing the right institution is crucial for maximizing your potential in this fast-evolving field. Mohan Babu University offers:

· Industry-Relevant Curriculum: The B.Tech AI & ML program is designed in collaboration with industry experts, ensuring you learn the latest tools, technologies, and methodologies relevant to current market needs.

· Hands-On Learning: Through practical labs, real-world projects, and internships, students gain the experience and confidence required to tackle industry challenges from day one.

· Expert Faculty & Mentorship: Learn from experienced professors and industry practitioners who guide you through both theoretical concepts and practical applications.

· Career Support: The university’s placement cell connects students with top recruiters in the AI & ML domain, offering guidance on resume building, interview preparation, and networking.

· Research & Innovation: Access to cutting-edge labs and opportunities to participate in research projects, hackathons, and innovation challenges.

Conclusion

A B.Tech in AI & ML is your gateway to a future-proof tech career in 2025 and beyond. With the right blend of technical expertise, practical experience, and industry connections — especially at leading institutions like Mohan Babu University — you can position yourself at the forefront of the next technological revolution.

[webasha443]

Your Path to Cloud Certification Starts with AWS Training in Pune

In the era of digital transformation, cloud computing is no longer a luxury—it's a necessity. Whether you’re starting your career or aiming to upgrade your technical skill set, one certification stands out among the rest: AWS. And where better to start than with expert-led AWS Training in Pune at WebAsha Technologies?

Why AWS Certification Matters in Today’s IT Landscape

Amazon Web Services (AWS) dominates the cloud market with its reliable, scalable, and flexible platform, which is used by millions of businesses worldwide. Earning an AWS certification demonstrates your ability to design, deploy, and manage cloud-based solutions—a skill set that is increasingly sought after by top employers.

Benefits of Getting AWS Certified

Gain global recognition and credibility

Unlock higher-paying job opportunities

Strengthen your foundational and advanced cloud knowledge

Become eligible for roles like Cloud Architect, DevOps Engineer, and more

Stand out in interviews with verified cloud skills

Kickstart Your Journey with AWS Training in Pune

If you're in Pune—a rapidly growing IT and tech hub—there’s no better time or place to begin your cloud learning path. With AWS Training in Pune offered by WebAsha Technologies, you’ll learn directly from industry experts and gain hands-on experience that prepares you for real-world cloud environments.

Why Choose WebAsha Technologies?

At WebAsha Technologies, we don’t just teach cloud computing—we build cloud professionals. Our training goes beyond theory, providing you with the tools and confidence to earn your certification and succeed in the workforce.

What Makes Our AWS Training Unique?

Certified and experienced trainers

Real-time projects and lab sessions

Updated course content aligned with AWS exams

Interview preparation and placement support

Flexible batch timings for working professionals and students

What You Will Learn in Our AWS Training Program

Our structured curriculum ensures you’re not just exam-ready—but job-ready.

Core Modules Include:

Introduction to Cloud Computing and AWS Ecosystem

AWS Compute Services (EC2, Lambda)

Storage Solutions (S3, EBS, Glacier)

Networking and Security (VPC, IAM)

Database Management (RDS, DynamoDB)

Monitoring and Auto-Scaling

Deployment and CI/CD with AWS Tools

Hands-on Projects and Mock Certification Tests

Who Should Enroll in AWS Training in Pune?

Whether you’re a fresher or an experienced professional, our training is tailored for:

Aspiring Cloud Engineers and Architects

IT Professionals and Developers

DevOps Practitioners

Network and System Administrators

College Students Seeking Future-Proof Careers

Take the First Step Toward AWS Certification

At WebAsha Technologies, our goal is simple—empowering you with in-demand cloud skills through the best-in-class AWS Training in Pune. By the end of this course, you’ll be ready to clear your AWS certification exams and step confidently into the world of cloud computing.

[psktechnologiesnagpur-blog]

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Build a Future-Ready Tech Career with a DevOps Course in Pune

In today's rapidly evolving software industry, the demand for seamless collaboration between development and operations teams is higher than ever. DevOps, a combination of “Development” and “Operations,” has emerged as a powerful methodology to improve software delivery speed, quality, and reliability. If you’re looking to gain a competitive edge in the tech world, enrolling in a DevOps course in Pune is a smart move.

Why Pune is a Hub for DevOps Learning

Pune, often dubbed the “Oxford of the East,” is not only known for its educational excellence but also for being a thriving IT and startup hub. With major tech companies and global enterprises setting up operations here, the city offers abundant learning and employment opportunities. Choosing a DevOps course in Pune gives students access to industry-oriented training, hands-on project experience, and potential job placements within the local ecosystem.

Moreover, Pune’s cost-effective lifestyle and growing tech infrastructure make it an ideal city for both freshers and professionals aiming to upskill.

What You’ll Learn in a DevOps Course

A comprehensive DevOps course in Pune equips learners with a wide range of skills needed to automate and streamline software development processes. Most courses include:

Linux Fundamentals and Shell Scripting

Version Control Systems like Git & GitHub

CI/CD Pipeline Implementation using Jenkins

Containerization with Docker

Orchestration using Kubernetes

Cloud Services: AWS, Azure, or GCP

Infrastructure as Code (IaC) with Terraform or Ansible

Many training programs also include real-world projects, mock interviews, resume-building workshops, and certification preparation to help learners become job-ready.

Who Should Take This Course?

A DevOps course in Pune is designed for a wide audience—software developers, system administrators, IT operations professionals, and even students who want to step into cloud and automation roles. Basic knowledge of programming and Linux can be helpful, but many beginner-level courses start from the fundamentals and gradually build up to advanced concepts.

Whether you are switching careers or aiming for a promotion, DevOps offers a high-growth path with diverse opportunities.

Career Opportunities After Completion

Once you complete a DevOps course in Pune, a variety of career paths open up in IT and tech-driven industries. Some of the most in-demand roles include:

DevOps Engineer

Site Reliability Engineer (SRE)

Automation Engineer

Build and Release Manager

Cloud DevOps Specialist

These roles are not only in demand but also come with attractive salary packages and global career prospects. Companies in Pune and across India are actively seeking certified DevOps professionals who can contribute to scalable, automated, and efficient development cycles.

Conclusion

Taking a DevOps course in Pune https://www.apponix.com/devops-certification/DevOps-Training-in-Pune.html is more than just an educational step—it's a career-transforming investment. With a balanced mix of theory, tools, and practical exposure, you’ll be well-equipped to tackle real-world DevOps challenges. Pune’s dynamic tech landscape offers a strong launchpad for anyone looking to master DevOps and step confidently into the future of IT.

[violentrefugementor]

Why Luminar Technolab is the Best Software Institute in Kochi for Future Tech Experts

With the rapidly evolving nature of the digital era in the present, choosing the right software training institute can be a game-changer for your future. With technology leaving its footprint in every sector, talented individuals with expertise in fields such as software development, data science, artificial intelligence, and web development have never been more in demand. And when it comes to bridging the gap between theoretical education and real-time applications, Luminar Technolab is a clear winner. In fact, it's not only considered the top software training institute in Kochi, but for good reason.

This blog takes a look at why Luminar Technolab has become so famous and how it can transform your career journey in the IT sector.

1. A Consistent Track Record of Excellence

Luminar Technolab is not just another name in the sea of software training institutes. It has been well-reputed in recent years for consistently offering industry-relevant training. There are hundreds of students who were once lost to understand their career paths and are today placed in top tech companies in India and abroad, thanks to Luminar's well-structured courses and practical teaching approach.

Unlike traditional training institutes, Luminar focuses on:

In-depth curriculum

Industry-standard tools and techniques

Real-time projects

Soft skills and placement training

This comprehensive focus on development makes it one of the most career-centric and best software training institutes in Kochi.

2. Industry-Aligned Courses That Matter

Whether you’re a beginner stepping into the tech world or a graduate looking to upskill, Luminar Technolab offers a variety of industry-focused courses tailored to meet current and future demands.

 Popular Courses Include:

Full Stack Python Development

Data Science & Machine Learning

Java Full Stack Development

Flutter Mobile App Development

Software Testing (Manual & Automation)

MEAN / MERN Stack Development

AWS, DevOps, and Cloud Computing

Business Intelligence Tools (Power BI, Tableau)

These courses are not certifications, they are career accelerators.

3. Experienced Mentors & Trainers

One of Luminar Technolab's best supporting pillars is its extremely skilled trainers. They aren't instructors, they're project professionals with extensive work experience in actual projects. Mentors are aware of what employers need and design training modules that neatly plug into practical necessities.

Each trainer has an individual approach, mentoring students not only on technical matters but also on career development in technology.

Their mentorship is one of the main reasons why Luminar is consistently voted the best software institute in Kochi by its alumni.

4. Hands-On Learning with Real-Time Projects

In today's job market, being smart is no longer enough. Employers want candidates who can "hit the ground running."

That's why Luminar Technolab emphasizes a lot on project-based learning. From building websites to working with data sets and deploying applications on the cloud, students get an opportunity to work on real-life, industry-relevant projects.

These projects not only reinforce learning but also build confidence. Even some students make use of project work as a portfolio to impress the recruiters during interviews.

5. Amazing Placement Support

What truly makes Luminar stand out as a favorite among students is its outstanding placement support. The institute boasts great connections with over 100+ hiring partners in the technology industry, including MNCs, startups, and mid-sized companies.

Placement support consists of:

Resume building

Interview preparation

Mock interviews

Job scheduling and notifications

Company-specific training

By this extensive guidance, students are always rematched with high-growth companies with lucrative salary packages. This frequent performance is the reason for Luminar being ranked as the best software academy in Kochi.

6. Career-Focused Approach

Not every institute is focused solely on technical training, though. Luminar has a career-first focus. From week one of instruction, focus is not only on writing code but on learning job-readiness as well.

Students are trained to:

Communicate well

Work effectively in teams

Implement Agile/Scrum methodology

Manage projects

Problem-solving and critical thinking

All these factors for career-readiness are integral to long-term success and are included in the syllabus of every course.

7. Awarded as a Reliable Training Brand

Luminar Technolab is ISO-certified and has a partnership with the National Skill Development Corporation (NSDC) and Skill India. It's a govt.-approved organization that always remains at the forefront of Kochi's tech training landscape.

These certifications not only enhance the institute's reputation but also ensure the quality of training in line with international standards.

8. Hybrid Learning Options

Another enormous advantage of choosing Luminar Technolab is flexibility. Students can enroll in:

Physical classes on the Kochi campus

Online live classes from any location in India

This combination of learning prevents geographical limitations from coming in the way of students reaching quality education. The online platforms are not static, and students receive the same level of individualized attention and guidance as offline classes.

9. Student Success Stories

No testimonial beats the success of alumni. Hundreds of Luminar alumni today work as:

Software Engineers in leading IT companies

Data Scientists in analytics companies

App Developers in startups

QA Engineers and Automation Testers in product companies

Most of them had very little programming experience but were able to build robust careers following the training at Luminar.

Their feedback is the proof that anyone can be successful if properly guided, and Luminar does it in abundance.

10. Location Advantage – In the Very Heart of Kochi

Situated in one of Kerala's technology parks, Luminar Technolab is easily accessible from any desirable location. Kochi boasts of Infopark and several tech parks, making it a smart choice for upcoming developers and data professionals.

Students get the advantage of being closely located to an emerging IT environment, getting them exposed more and with greater career opportunities.

Final Thoughts: Why Luminar Technolab is Your Best Choice

Choosing the right training institute is one of the major decisions in a techie aspirant's life. If you are looking for an institution which:

Offers job-oriented training

Offers one-to-one mentorship

Provides live projects

Has a high placement record

And is known as the best software training institute in Kochi Therefore, Luminar Technolab is your clear choice.With proper training, direction, and approach, your desired IT career is well within your reach and Luminar is here to guide you through it.

Ready to Start Your Tech Career?

Stop by www.luminartechnolab.com or pay a visit to the Kochi center to meet with a counselor and sign up for a course of your choice.