#Matlab project

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Final Year Matlab Project Centers Chennai

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Matlab project centers in Chennai

Accelerating innovation, 1Crore Projects in Chennai is a premier MATLAB project center focused on delivering high-quality solutions across various domains. Our expert team guides students and professionals through the development of advanced MATLAB projects, including data analysis, machine learning, and signal processing. We offer tailored assistance to ensure that each project is not only technically sound but also aligned with current industry trends. Our hands-on approach helps you gain practical experience and enhance your problem-solving abilities. With state-of-the-art resources and expert mentorship, we ensure the successful execution of your MATLAB projects. Choose 1Crore Projects in Chennai for top-tier MATLAB project development and support.

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Welcome to our Edgenuity academic support platform! 🎓 We offer expert assistance with assignments, finals, papers, projects, and classes. 💼 Flexible payment options available. Reach out today for personalized guidance! 📚💡 #AcademicSuccess

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Data Mining Projects for Students 

Data mining serves as a popular method for extracting useful insights from big datasets. Here are some interesting project ideas for students: 

1. The system development examines a recommendation engine through collaborative filtering methods for delivering movie suggestions based on individual consumer preferences. 

2. Social Media Sentiment Analysis examines Twitter posts and product evaluations to detect between positive and negative emotional expressions and neutral sentiment. 

3. Business can group their customers into segments through purchasing behaviour analysis by using K-Means and Hierarchical Clustering algorithms. 

4. The implementation of Naïve Bayes or SVM machine learning models performs the task of distinguishing legitimate from spam email content. 

5. Through Natural Language Processing along with classification models we can identify fake or misleading news articles. 

6. For credit card fraudulent transaction detection we apply historical data based anomaly detection methods. 

7. Regression models evaluate stock market patterns which generate predictions about future market value. 

8. The analysis of historical crime records enables prediction of locations with high criminal risk and their corresponding patterns. 

9. Telecommunication businesses can predict customer departure through applying decision trees coupled with random forest algorithms. 

10. FP-Growth algorithms from association rule mining to help users discover products which match their preferences. 

These projects offer students an opportunity to study machine learning alongside clustering as well as classification methodologies. Contact our team if you require project help in Tirupati for CSE, EEE, VLSI, Embedded Systems or MATLAB projects.

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Master MATLAB and Python with CSI Projects: Your Gateway to Advanced Skills and Academic Success

Learning the most advanced tools and programming languages is essential for success in today's quickly changing technology world. When it comes to providing opportunities for success, CSI Projects in Jaipur is the best choice for anyone seeking to improve their skill set or pursue academic brilliance as a student. We provide professional academic writing assistance for research proposals, synopses, and other assignments, in addition to training in MATLAB and Python. Let’s investigate how our products and services can enable you to reach your objectives and realize your full potential.

Expert MATLAB Training and Projects

MATLAB, a high-performance language for technical computing, is widely used across various domains including engineering, physics, and finance. At CSI Projects, our MATLAB experts are dedicated to providing you with top-tier training that equips you with the skills needed to tackle complex problems and execute sophisticated analyses.

MATLAB Training: Our MATLAB training program is designed to cater to both beginners and advanced users. We cover essential topics such as programming fundamentals, data visualization, and algorithm development. With hands-on experience and practical projects, you'll gain the confidence to apply MATLAB in real-world scenarios effectively.

MATLAB Projects: We understand the importance of practical experience in mastering MATLAB. Our expert team works closely with you to develop and execute MATLAB projects that align with your academic or professional goals. Whether it’s for research purposes, a university project, or a professional application, our MATLAB projects are tailored to provide you with meaningful and applicable experience.

Dive into Python Development

Python has become one of the most versatile and in-demand programming languages in the tech industry. From web development to data analysis, Python’s simplicity and power make it a preferred choice for developers worldwide.

Python Developer Training: Our Python developer training program is designed to provide a comprehensive understanding of Python, from basic syntax to advanced concepts. We focus on practical applications, including web development, data analysis, and automation, ensuring you can leverage Python’s capabilities in various domains.

Elevate Your Academic and Research Skills

In addition to technical training, CSI Projects offers expert academic writing services to support your research and academic endeavors. Our services include:

Research Proposal Writing: Crafting a compelling research proposal is crucial for gaining approval and funding. Our experienced team assists you in developing a well-structured, persuasive research proposal that clearly outlines your objectives, methodology, and expected outcomes.

Synopsis Writing: A well-prepared synopsis is essential for presenting your research topic effectively. We offer synopsis writing services that help you articulate your research objectives, hypotheses, and methodologies in a clear and concise manner, setting a solid foundation for your research project.

Why Choose CSI Projects?

Expertise: Our team consists of seasoned professionals with extensive experience in MATLAB, Python, and academic writing. We bring a wealth of knowledge and practical insights to our training programs and writing services.

Personalized Approach: At CSI Projects, we understand that each individual’s needs are unique. We offer personalized training and support tailored to your specific goals, ensuring you receive the most relevant and effective assistance.

Hands-On Experience: We emphasize practical learning through hands-on projects and real-world applications. This approach not only enhances your understanding but also builds your confidence in applying your skills.

Comprehensive Support: From technical training to academic writing services, CSI Projects provides a one-stop solution for all your educational and professional needs. Our goal is to support you at every step of your journey towards success.

Join Us Today

Whether you’re looking to advance your career with MATLAB and Python skills or seeking expert support for your academic projects, CSI Projects in Jaipur is your ideal partner. Our commitment to excellence and personalized approach ensures that you receive the highest quality training and support.

Ready to take your skills to the next level? Contact CSI Projects today to learn more about our MATLAB training, Python developer courses, and academic writing services. Let’s work together to unlock your potential and achieve your goals!

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Struggling with electronics homework? Get professional help to achieve top grades! Expert tutors, personalized assistance, and flexible scheduling. Contact us today!

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Embedded with Matlab Projects

MATLAB is a powerful tool that Youngminds Technology Solution uses a lot in engineering for embedded with Matlab Projects systems, which are special computers made to do specific jobs. These systems are important in modern technology, running things like home appliances and industrial machines. MATLAB helps YMTS engineers design, test, and build these systems easily, making it simpler to create high-performance applications.

In MATLAB's development environment, users can analyse data, create algorithms, and run simulations efficiently. Simulink, a part of MATLAB, allows users to build, test, and visualize their systems using a simple graphical interface, making the design process smoother and more efficient. Another feature, Embedded Coder, generates efficient C and C++ code from MATLAB and Simulink models. This code can run on almost any embedded device and is designed to use minimal memory and operate at high speeds.

MATLAB also offers tools for real-time testing and verification, ensuring that the code works correctly on the actual hardware. This complete workflow, from design to deployment, helps reduce development time and improve the reliability of embedded systems. Additionally, MATLAB can optimize and customize code for specific hardware, enhancing performance and compatibility. This makes MATLAB an essential tool for modern embedded systems engineering.

MATLAB works well with embedded systems by providing tools for real-time testing and checking. These tools let engineers run software tests and processor tests to make sure the code works correctly on the actual hardware. This complete process, from creating models to deploying them, helps save time and makes embedded systems more reliable.

MATLAB also supports customizing and optimizing code for specific hardware, which improves performance and compatibility. This flexibility, combined with its ability to connect software development with hardware implementation, makes MATLAB a vital tool for modern embedded systems engineering.

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Image Segmentation Projects Using MATLAB for Students

Takeoff Edu Group providing Image segmentation Projects using MATLAB is a process of dividing an image into multiple segments or regions, each of which corresponds to a different object or part of the image. It is a crucial step in many image processing and computer vision applications.

MATLAB is a powerful tool for image processing and computer vision, and it provides a wide range of built-in functions and toolboxes for image segmentation. Our team of experts have extensive experience in using MATLAB for image segmentation and are passionate about providing students with hands-on experience in this field.

Latest Image Segment Projects Using MATLAB & Assistance:

A Multi-Stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation

Algorithm of Weed Detection in Crops by Computational Vision

A Survey of Object Co-Segmentation

Optimal segmentation of High-Resolution Remote Sensing Image by Combining Super Pixels with the Minimum Spinning Tree

Are You Looking for Image Segmentation Projects Using MATLAB & Assistance?

All of our image segmentation projects using MATLAB are designed to be both challenging and achievable for students, with a focus on hands-on learning and practical applications. Our projects are suitable for students of all levels, from beginners to advanced.

Our team of experienced professionals will provide guidance and support throughout the project, ensuring that students have the resources they need to succeed. Takeoff Edu Group also provides MATLAB tutorials and resources to help students get started with the software.

If you're a student looking to gain hands-on experience in image segmentation projects using MATLAB, we are the best and perfect project provider for you. More Information Visit: https://takeoffprojects.com/image-segmentation-projects-using-matlab Meta Tags: image segment projects, MATLAB projects, engineering projects, final year projects, academic projects, b tech projects,

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Exploring the Potential of Neural Networks In Matlab Projects

At Takeoff Edu Group, we are a team of experts that help beginners to explore the basics details of Neural Network Projects in MATLAB. The core of our curriculum is the combination of the theory with the practice, which allows students to be well-versed in the concept of neural networks. Participants acquire the necessary knowledge through practical projects. This learning process enables them to solve particular problems boldly. Solve the mysteries of Matlab and neural networks together with us to increase your expertise to the next level.

In Matlab Neural Networks Projects, potential users will be taught to use the Matlab programming language for the development and experimentation of artificial neural networks (ANNs). The neural networks are system of computers approved on mimicking the structure and function of the human brain. comprised of connected nodes called neurons, which process and spike the information.

In MATLAB users can develop neural networks in many forms, for example, feedforward neural networks, convolutional neural networks (CNNs), and recurrent neural networks (RNNs). This way they can be made to recognize complex patterns, to classify data, to make predictions and to do this or that.

The user-friendly interface and wide library of tools for the machine learning and deep learning in the Matlab package are one of the key advantages of using it for neural network data science projects. MATLAB functions, and algorithms for designing training and evaluating neural ensembles ensure accessibility to both experienced users and beginners.

Matlab provides a graphical interface through which a user can create models architecture, adjust parameters as well as gather performance level statistics to fine-tune the model. And on the other hand, Matlab assures the modularity of the neural networks with other techniques and algorithms thus allowing for interdisciplinary research and applications development.

Conclusion

In conclusion, Neural Network Projects in Matlab offered by Takeoff hold immense potential to revolutionize various industries. From improving image and speech recognition to aiding in medical diagnosis, financial forecasting, and autonomous systems, these projects span diverse applications. By harnessing the capabilities of Matlab, researchers and practitioners can unlock innovative solutions to complex problems. Takeoff provides a platform for individuals to delve into the realm of neural networks, fostering creativity and driving impactful advancements in their respective fields.

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The Power of Simulink: Top Matlab Projects for System Simulation and Control

Simulink is a powerful tool within the Matlab software that allows for system simulation and control. It is a graphical programming environment that enables engineers and scientists to model complex systems using block diagrams and simulate their behaviour. This powerful tool has been widely used in various industries, including aerospace, automotive, and robotics, to develop and test control systems.

Here are the top Matlab projects that utilize the power of Simulink for system simulation and control.

1. Autonomous Vehicles With the rise of self-driving cars, Simulink has become an essential tool for automotive engineers. It allows for the creation and simulation of complex control systems for autonomous vehicles. Simulink can model the interactions between sensors, actuators, and the environment to test and optimize the performance of the vehicle's control system.

2. Robotics Simulink is also widely used in robotics for system simulation and control. It can simulate the dynamics of robot manipulators, from simple two-link arms to complex humanoid robots. Engineers can use Simulink to develop control algorithms for robots, test their performance, and make necessary improvements before implementing them in real-life applications.

3. Power Systems Power systems are complex networks that require precise control to ensure reliable and stable operation. Simulink is used to model and simulate power systems, including generators, transformers, and transmission lines. It can also analyze system stability, voltage regulation, and fault detection.

4. Aerospace Simulink has been a game-changer in the aerospace industry, where the control systems of airplanes, spacecraft, and satellites are critical. Engineers can use Simulink to design and test flight control systems, autopilots, and navigation systems. It enables them to simulate various flight conditions and optimize the performance of the control systems.

5. Process Control In industries such as chemical, oil and gas, and manufacturing, process control is crucial for ensuring safe and efficient operations. Simulink is used to simulate and optimize process control systems, including controllers, sensors, and actuators. It can also be integrated with real-time hardware to control and monitor processes in real-time.

6. Medical Devices Simulink is also used in the development of medical devices, such as pacemakers and insulin pumps. It allows for the simulation of the device's behavior under different conditions, making it easier to identify and fix any potential issues before the device is deployed.

7. Renewable Energy Systems With the increasing demand for renewable energy sources, Simulink has become a valuable tool for designing and optimizing renewable energy systems. It can simulate the behavior of various renewable energy sources, such as solar panels and wind turbines, and their integration into the power grid.

8. Industrial Automation Simulink is widely used in industrial automation for system simulation and control. It allows for the design and testing of control systems for manufacturing processes, such as assembly lines and robotic arms. Engineers can use Simulink to optimize the performance of these systems, leading to increased efficiency and productivity.

In conclusion, Simulink is a powerful tool within the Matlab software that enables engineers and scientists to model, simulate, and optimize complex systems for various industries. Its versatility and ease of use make it an essential tool for system simulation and control, leading to improved performance and efficiency in various applications. With continuous advancements in technology, we can expect to see even more innovative uses of Simulink in the future.

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Final year Matlab projects Chennai

Unleash the power of computation with final year MATLAB projects in Chennai at 1Crore Projects, where advanced analysis meets practical implementation. 1Crore Projects offers expert guidance to help you develop sophisticated MATLAB-based solutions for your final year project. Dive into data modeling, simulation, and algorithm development with hands-on support and the latest MATLAB tools. Whether it's signal processing, machine learning, or numerical analysis, 1Crore Projects ensures your final year MATLAB project in Chennai meets the highest standards. Gain valuable insights into real-world applications while working on your MATLAB project under expert mentorship. Trust 1Crore Projects to deliver the resources and expertise you need to succeed in your final year MATLAB project in Chennai.

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Didn't come up

Pairing: Oscar Piastri x Felicity Leong-Piastri (Original Character)

Summary:  5 times another driver/teammate of Oscar found out about Felicity or Bee. 

Warnings and Notes: Big thanks to @llirawolf , who listens to me ramble 😂

Logan Sergeant - 2016 - Formula 4 UAE 

Oscar Piastri had just finished reviewing telemetry with his engineer when Logan Sargeant flopped down beside him on a folding chair like he’d been personally wronged by the concept of humidity in Abu Dhabi.

“You guys always this sweaty in Melbourne?” Logan asked, swiping at his forehead with a water bottle and missing.

Oscar smirked. “Not unless you’re karting uphill in January.”

Logan leaned back, rocking the chair onto two legs. “You’re weirdly calm for someone who just overtook half the grid on turn three.”

Oscar shrugged. “Had to. The inside line was open.”

Logan whistled low. “You Aussies are built different.”

There was a beat of silence, filled with the clatter of wheel guns and distant shouting from a team manager on the other side of the paddock.

Then Logan nudged him. “You bringing anyone to the next round? Girlfriend? Family?”

Oscar blinked. “Uh, no, she’s in school.”

Logan perked up. “So you do have a girlfriend.”

Oscar nodded. “Her name’s Felicity.”

“Oh, fancy,” Logan said, smirking.

Oscar just shrugged again, but this time it’s a little more self-conscious. “She’s smarter than anyone I’ve ever met. Like… scary smart.”

Logan laughed. “Dude. You’re literally doing physics problems between sessions.”

“Yeah, and she’s the one who checks them.”

That got a double take.

“Wait, how old is she?”

“Fifteen. Same year as me.”

“And she checks your work?”

Oscar looked at him, deadpan. “She once rewrote my entire MATLAB script for a school project because the code was inefficient.”

“...I don’t even know what a MATLAB is.”

Oscar finally cracked a grin. “Exactly.”

Logan leant back on his palms, looking vaguely awed. “Damn. Is she into racing too?”

Oscar’s face softened. “She watches every livestream. Even the janky ones that lag and buffer every five seconds. Says she likes seeing how I figure things out under pressure.”

“Supportive and a genius?” Logan whistled. “You’re punching, man.”

“I know,” Oscar said without hesitation.

And that’s the thing — he said it without irony, without doubt, like it’s just fact. Like Felicity  was a fixture in his life the same way racing is. Like even here, on the other side of the world, in a sport designed to chew you up, she was still his anchor.

Logan watched him for a moment, then grinned. “Alright then, Piastri. Guess I gotta step up. You’re out here with a rocket science girlfriend and a podium finish.”

Oscar shrugged again, but there’s a glint of pride in his eyes. “She’s not into big shows. Just… likes when I try hard.”

Logan nodded slowly. “Sounds like she keeps you grounded.”

“She does,” Oscar said. “She’s the reason I remember to eat lunch most days.”

“Bro,” Logan said, mock serious. “Marry her.”

Oscar didn’t laugh.

He just sips his water, quiet for a beat.

Then: “I might.”

Logan blinks. “You’re fifteen.”

Oscar shrugs. “Still might.”

***

Max Fewtrell - 2018 - Formula Renault Eurocup

Max Fewtrell had exactly three things in his race day ritual:

Complain about the weather, regardless of what it was actually doing.

Eat like he hadn’t seen a carb since Wednesday.

Steal food off anyone who had a better lunch than he did.

So when something absolutely divine — chili, soy, sesame, and maybe the faintest whiff of wok hei — drifted across the Renault Eurocup paddock, Max paused mid-wrap-unfurl, frowned at the damp tortilla in his hands, and began scanning the area like a bloodhound on a mission.

He didn’t have to look far.

Under one of the team canopies, Oscar Piastri was seated like a picture of tranquility. Legs crossed, back straight, Tupperware open on his lap. And, insult to injury, the kid was using actual chopsticks, not a spork like the rest of the peasants.

Max narrowed his eyes. He knew that smell.

“…Is that char kway teow?” he asked, tone already accusatory.

Oscar didn’t look up. Just plucked another glistening noodle from the box like this was a tea ceremony and not a war crime.

“Yes,” he replied, bone dry.

Max was already halfway to him. “Where did you even get that? We’re in France. I’ve had nothing but beige food for a week. A week, Oscar.”

Oscar finally glanced up, entirely serene. “My girlfriend made it. Sent it with me.”

“Wait, you have a girlfriend?”

Oscar nodded. “Felicity. She’s in school back in Britain. Singaporean-Chinese. Makes the best food I’ve ever had.”

Max stood there in silence for a beat, the betrayal setting in.

Oscar, sensing it, took another elegant bite.

Max’s mouth opened. “Does she—”

“No,” Oscar cut in, flat as a carbon fiber board. “I’m not sharing.”

Max stared. “That’s not very sportsmanlike of you.”

Oscar didn’t even blink. “Neither was that last overtake into Turn 4, but here we are.”

Max scowled, reached into his sad lunch wrap, and hurled a bit of limp lettuce at him.

Oscar dodged it with the kind of slow ease that made it worse. “Also,” he added, “she packed chili crisp and garlic oil in the bottom layer. You’d cry.”

“I’m already crying,” Max muttered, slumping into the folding chair next to him. “Mate’s got a literal food goddess and refuses to share. Unbelievable.”

Oscar, not even looking up from his noodles: “Get your own Felicity.”

***

Frederik Vesti - 2020 - Formula 3 

Frederik blinked blearily across the team truck as Oscar Piastri walked in looking like the ghost of someone who used to sleep.

His hair was sticking up at odd angles, his hoodie was inside out, and there was a faint stain on his jeans that looked suspiciously like dried milk. He held a coffee cup like it was an IV drip.

“You okay, mate?” Frederik asked cautiously, watching as Oscar shuffled toward the breakfast table and missed the toaster by a good six inches.

Oscar made a sound that might have been “fine” or might have been “fire,” but either way it came out in a low rasp and was not convincing.

“You look like you haven’t slept in a week.”

“Six days,” Oscar muttered, blinking like he was trying to reboot.

Frederik laughed — and then froze.

Oscar didn’t laugh back. He just stood there, buttering toast in slow motion, like a man trying to remember what gravity was.

“…Wait. Are you actually serious?”

Oscar nodded faintly. “She sleeps during the day. But at night she just…screams. And if she’s not screaming, I keep checking to see if she’s breathing.”

“She?”

Oscar blinked again and finally looked at him. “Bee.”

Frederik stared.

Oscar seemed to realize something. “Oh. Right. You didn’t know.”

“Didn’t know what, exactly?” Frederik said very slowly, like he was trying to diffuse a bomb.

Oscar sipped his coffee. “That I’m married. Or that I have a baby now. Probably both.”

Frederik dropped his spoon. “YOU’RE WHAT?”

Oscar looked vaguely apologetic. “Yeah. Sorry. It wasn’t exactly a press release moment.”

Frederik gaped. “How do you have a wife? We’ve been teammates all year. You’ve literally never mentioned her.”

Oscar shrugged. “We’ve been married since I was 18. Felicity. She’s private. Doesn’t like attention.”

Frederik opened his mouth. Closed it again. “Okay. Wow. But… a baby? When? How?”

“She was born two weeks ago. Her name’s Bee. Emergency C-section. Heart surgery twenty-three minutes after birth.  NICU for a bit. My wife nearly died.  They’re home now. I’m… here.”

Frederik stared.

“You’re telling me that over break, you became a dad, your baby had surgery, your wife almost died, and you just—what? Came back to work like it was fine?”

Oscar ran a hand through his hair and yawned so hard it looked painful. “Felicity told me to. Said she wanted something to feel normal again.“

Frederik sat down heavily next to him. “And you’re just here. Like it’s nothing.”

Oscar stared blankly at the table. “It’s not nothing. But if I stop moving, I think I’ll fall apart.”

Frederik nodded slowly. Then slid the entire plate of toast in front of Oscar and said, “Alright. First of all, you’re eating. Second, I’m buying you a real coffee. And third—what the hell do you mean your baby had open heart surgery?”

Oscar’s voice was quiet, but steady. “She has a congenital defect. Total anomalous pulmonary venous return. They caught it late. If they’d waited ten more minutes, she wouldn’t have made it.”

Frederik swallowed. “Jesus.”

Oscar looked down at his hands. “She’s so small. But she’s alive.”

And for the first time that morning, Oscar smiled—just a little. Not smug, not tired. Just real.

Frederik exhaled hard, then clapped a hand on his teammate’s shoulder. “Okay. That’s a lot. But… Bee, huh?”

Oscar nodded. “Yeah.”

“…Short for anything?”

Oscar finally laughed. “Beatrice Nicole. I call her Bumblebee.”

 “And your wife? Is she okay? ”

“She’s… alive. Still recovering. Scared the shit out of me.” Oscar’s voice cracked a little, not enough to draw attention unless you were really listening. “Bee’s okay too. She’s so small. Looks like her, though. Stronger than both of us.”

The silence that followed wasn’t awkward — it was heavy, with the weight of things too big to say.

Finally, Frederik said quietly, “You could’ve told someone.”

Oscar just shook his head. “Didn’t want anyone to look at me different. Didn’t want it to be a thing. I just… wanted to drive. And go home to them.”

Frederik swallowed. “You’re completely mental.”

Oscar let out a soft, tired laugh. “Yeah.”

Another pause.

Frederik: “Do you… have pictures?”

Oscar blinked at him, surprised. Then, slowly, he reached for his phone. “Yeah. I do.”

He opened the gallery and held it out.

Frederik stared at the screen. A baby, impossibly small, swaddled in tubes and wires, and then later — the same baby, wide-eyed and soft-cheeked, curled up against a woman who looked tired but alive. Felicity.

Bee.

“Holy shit,” Frederik said softly. “She’s beautiful.”

Oscar smiled — faint but real. “Yeah. She is.”

Later that night, Frederik found an unopened tin of Danish butter cookies in his suitcase — his mum’s habit. He wrapped it in a tea towel, walked down the hotel hall, and left it outside Oscar’s door.

There was a note on top:

For Bee’s dad. You’re doing great. Also: eat something that isn’t caffeine and stress. – F.

He didn’t expect a reply.

But the next morning, Oscar showed up to the track with a new glint of determination — and crumbs on his race suit.

***

Robert Shwarztman - 2021 - Formula 2 

Robert was halfway through complaining about the catering — again — when Oscar, staring down at his phone with the vaguely amused look of someone reading a text that was either romantic or absurd, said casually:

“I’ve gotta head off soon. I’m having dinner with my wife.”

Silence.

Not dramatic silence. Not shocked silence. Just the stunned, mechanical silence of Robert’s brain hitting the brakes so hard it metaphorically flew through the windshield.

“…your what?” Robert said, voice slightly higher than normal.

Oscar glanced up, blinking innocently. “My wife. Felicity. She flew in this morning.”

Robert stared at him like he’d grown a second head. “You’re married.”

“Yeah.”

“Since when?”

Oscar just shrugged. “2019.”

Robert’s brain promptly short-circuited. “You’ve been married for two years and you’re telling me now? After how many plane rides? How many post-race meals? You didn’t think to mention, ‘Hey by the way, I have a wife?’”

Oscar shrugged, annoyingly calm. “Didn’t come up.”

“Didn’t come up,” Robert echoed, scandalized. “You once spent forty-five minutes explaining tire degradation to a hotel receptionist, but telling me you’re married ‘didn’t come up’?”

Oscar made a mild face. “She doesn’t like the attention. We keep it private.”

“And what? One day you’ll just casually mention a kid and expect me not to die on the spot?”

Oscar, very blandly: “I have a daughter too.”

Robert actually choked on his water. “YOU WHAT—”

Oscar patted him on the back like he wasn’t the cause of the sudden respiratory emergency. “Bee. She’s a few months old.”

Robert’s eye twitched. “You’re twenty. You have a wife. A baby. You’re leading the championship. What the hell, are you trying to speedrun adulthood?!”

Oscar shrugged again. “I like being married.”

Robert stood, flailing slightly. “I’m going to dinner alone with my phone and my disappointment. And you’re going to dinner with your secret wife. Which is apparently a normal Tuesday.”

Oscar smiled faintly. “You want to meet her tomorrow? She bakes.”

Robert froze.

“…What kind of bakes?”

Oscar’s smile deepened. “Everything.  Banana Bread. Muffins. Cookies. Sometimes Russian tea cakes, too. She made kuih lapis once.”

“…Okay,” Robert muttered, sitting down again like he wasn’t suddenly plotting to steal baked goods from this phantom wife. “But I’m still mad.”

Oscar nodded, texting again. “She says hi, by the way.”

Robert groaned.

***

Arthur Leclerc - 2021 - Prema Racing

Arthur was late.

Not by much — just ten minutes — but enough that René had already scolded him and a camera guy gave him the “we’ve been waiting” look as he jogged into the main corridor. He adjusted his team jacket, made a face at his reflection in the nearest window, and was mid-yawn when he nearly collided with someone in the hallway.

“Oh—sorry—"

Then he stopped.

Because Oscar Piastri — reigning Formula 3 champion, king of emotional neutrality, man who once did an entire sim race in silence — was standing in front of a wall of sponsor boards, holding a baby.

A real, actual baby.

A little girl with soft wispy curls, round cheeks, and a pale pink hoodie with a cartoon duck on the front. She had one hand gripping Oscar’s suit collar and the other stuffed into her mouth, wide eyes peeking curiously over his shoulder.

Arthur blinked. “Uhh… Oscar?”

Oscar looked up like this was entirely normal. “Hey.”

Arthur pointed at the baby. “Is that… Are you… Is that yours?”

The little girl turned her head toward the sound of Arthur’s voice, then immediately buried her face in Oscar’s neck like she’d seen enough. Oscar just patted her back gently and said, “Yeah. This is Bee.”

“Bee,” Arthur echoed, stunned. “You have a secret kid?”

Oscar blinked. “She’s not a secret. I just don’t usually bring her to work.”

“Right,” Arthur said faintly. “Of course. Naturally. And the mother?”

“My wife,” Oscar said casually. “Felicity. She’s finishing her finals this week. We couldn’t find a sitter. Bee’s very well-behaved, don’t worry.”

Arthur blinked so hard he lost a second of vision. “Your wife. You have a wife and a child. At twenty.”

Oscar glanced down at Bee, who had gone back to watching Arthur like he was a strange bird. She was perfectly quiet. Just blinking with wide dark eyes, cuddled into her father’s chest like she’d been born there.

Arthur lowered his voice. “She’s… really cute.”

Oscar’s whole face softened. “Yeah. She’s the best.”

Bee made a little hum and patted Oscar’s jaw with one tiny hand. Then Bee let out a soft, babbly coo, and Arthur’s heart actually melted.

Like. Melted.

He wasn’t even a baby person, but this one? This tiny, polite, shy creature who clung to Oscar like a koala and looked like she might cry if anyone but her dad so much as waved? She was precious. Immaculate. Possibly the best-behaved human he’d ever seen.

“Can I say hi?” Arthur asked, voice softening instinctively.

Oscar glanced at Bee. “Bee, you wanna say hi?”

Bee peeked at Arthur again from the safety of Oscar’s shoulder. Considered him. Then blinked, solemn, and shook her head no.

Arthur laughed. “Okay, that’s fair.”

“She’s just shy,” Oscar said. “She’s been great all day. Napped during media briefings. Didn’t touch anything. I think she thinks she’s undercover.”

“Mate,” Arthur said, stunned, “if I ever brought a baby into this building, she’d be on the pit wall with a wrench in her mouth in five minutes.”

Oscar just smiled faintly, brushing a hand over Bee’s curls. “She’s used to being around cars. I think the engine noises soothe her.”

Arthur had so many questions. So many.

But instead, he stayed a respectful distance away, and said, “Hi Bee. I’m Arthur. I drive too.”

Bee blinked at him. Then, very quietly, said, “Papa drives fast.”

Arthur’s jaw dropped. “She talks?”

Oscar nodded, utterly casual. “She’s started picking up words. Mostly about food and racing. Priorities.”

Arthur put a hand to his chest. “I’m gonna cry. Why is your kid so perfect?”

Oscar just bounced Bee gently in his arms and said, “Because she’s her mother’s daughter.”

Bee gave a soft coo, and when Oscar shifted her gently into a little carrier wrap on his chest, she snuggled in like this was her natural state of being: attached to Papa and silently judging anyone else in the room.

Arthur just shook his head and muttered, “I’m still not over this. You’re not allowed to be this good at racing and parenting. It’s unfair.”

Oscar looked down at his daughter, kissed the top of her head, and said simply, “She’s the only trophy that matters.”

And Arthur, who had come to media day ready to talk about tyre degradation, now had to pretend he wasn’t this close to tearing up in front of the marketing team.

***

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