Skip to content

dipitvasdev/dipitvasdev

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

17 Commits
 
 
 
 

Repository files navigation

👋 Hi, I'm Dipit Vasdev!

🎓 AI Enthusiast | Full Stack Developer | Problem Solver


🌟 About Me

I'm a multi-hat-wearing engineer, passionate about leveraging AI, machine learning, and full-stack development to solve real-world problems. With a Master’s in Computer Engineering from NYU (Class of 2024), I love diving deep into core AI challenges, scaling solutions, and delivering impactful products. Whether it's optimizing a system or building from the ground up, I thrive in fast-paced startup environments.


🎩 Hats I Wear

🎩 The AI Engineer

  • Building NLP models, Vision Transformers, and multi-agent systems.
  • Fine-tuning models like DistilBERT, PyTorch, and TensorFlow for specific tasks.
  • Recent project: Created a spoiler-free movie review classifier with 78.49% accuracy.

🎩 The Full-Stack Developer

  • End-to-end web development using React, Next.js, Node.js, and Django.
  • Expertise in frontend-backend integrations with a focus on scalability and performance.
  • Built and deployed a recipe-sharing platform using React, AWS S3, and PostgreSQL.

🎩 The DevOps Guru

  • CI/CD pipelines with GitLab and automated deployments.
  • Scaled cloud infrastructure with Docker, Kubernetes, and AWS EC2.
  • Developed AWS Lambda functions to automate tasks, reducing cost by 25%.

🎩 The Data Scientist

  • Applied machine learning models like Isolation Forest for anomaly detection.
  • Data-driven decision making with NumPy, Pandas, and Matplotlib.
  • Built predictive maintenance solutions for large datasets with Scikit-learn.

🛠️ Tech Stack

C++ Python JavaScript TypeScript
React Django NodeJS
AWS Docker
TensorFlow PyTorch


💡 Notable Projects

🎬 Spoiler-Free Movie Reviews

  • Built a spoiler detection system using DistilBERT, achieving a high accuracy rate.
  • Designed to improve user experiences by removing spoilers in real-time.

🚗 Real-Time Car Anomaly Detection

  • Developed an anomaly detection model using Isolation Forest, improving detection accuracy with real-time data streams.
  • Achieved an F1 score of 0.86.

🍲 Recipe Sharing Platform

  • Built a full-stack platform using React, AWS S3, PostgreSQL, and Django.
  • Implemented secure user authentication and scalable cloud infrastructure.

🌱 What I'm Learning Now

  • AI Agent Frameworks: Experimenting with multi-agent systems for customer support automation.
  • Advanced DevOps: Exploring new ways to optimize CI/CD pipelines with Kubernetes and Serverless Architectures.

🎲 Beyond the Code

  • Chess Enthusiast ♟️: Improving strategic thinking, one move at a time.
  • Current Read 📖: "Quiet: The Power of Introverts" by Susan Cain.
  • Gamer 🎮: Exploring virtual worlds when I’m not building tech!

🚀 Why Startups Love Me

  • 🔥 Startup Mindset: I’ve worked in fast-paced, dynamic environments where I wear multiple hats and contribute to all aspects of development.
  • 💡 Full Ownership: Comfortable taking on high-ownership roles—I'm always excited to tackle challenges head-on, whether it’s building a product from scratch or scaling an existing one.
  • 📈 Data-Driven: I leverage data and AI to bring intelligent solutions to life. Startups need to move fast, and I make sure we scale smartly.

📫 Let’s Connect

LinkedIn GitHub

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published