Welcome to my GitHub profile! I'm a Computer Science and Engineering student at IIT Kharagpur, passionate about AI, machine learning, and full-stack development. I love building intelligent systems that solve real-world problems.
- 🎯 UG Student at IIT Kharagpur pursuing Computer Science and Engineering
- 🤖 Fascinated by Retrieval Systems, Neural Networks, and Reinforcement Learning
- 💻 Full-stack developer with expertise in modern web technologies
- 🚀 Always experimenting with cutting-edge AI/ML frameworks
- 🌱 Deeply invested in learning and building practical applications
- Languages: Python, JavaScript, Java, C, C++
- AI/ML: LangChain, TensorFlow, PyTorch, Retrieval Augmented Generation (RAG)
- Frontend: React, HTML5, CSS3, JavaScript ES6+
- Backend: Node.js, Flask, Express.js
- Real-time Communication: WebRTC, Socket.IO
- Databases: MongoDB, PostgreSQL, Pinecone
- Financial Tech: Black-Scholes Models, Binomial Trees, Monte Carlo Simulation
- Tools & Platforms: Git, Docker, REST APIs, Render
An advanced AI chatbot for preliminary medical diagnoses using Retrieval Augmented Generation (RAG). Built with Mistral, LangChain, and Pinecone, it analyzes symptoms, test results, and provides probability-based disease predictions. Features a responsive Flask backend for seamless interaction.
- Tech Stack: Python, LangChain, Mistral, Pinecone, Flask
- Key Features: RAG-powered retrieval, symptom analysis, test interpretation
A sophisticated financial derivatives tool supporting multiple option types (European, American, Asian, Barrier) with advanced pricing models. Combines mathematical precision with intuitive design for quantitative finance applications.
- Tech Stack: Python, NumPy, SciPy
- Algorithms: Black-Scholes, Binomial Tree, Monte Carlo Simulation
A full-stack language learning platform enabling real-time connection between language learners and native speakers. Features video calls, instant messaging, and a collaborative learning experience.
- Tech Stack: MERN Stack (MongoDB, Express, React, Node.js), WebRTC, Socket.IO
- Live Demo: connectly-app-project.onrender.com
- Key Features: Real-time chat, video calling, user profiles, language matching
- 🔍 Retrieval Systems - Advanced search and information retrieval techniques
- 🧠 Neural Networks - Deep learning architectures and optimization
- 🎮 Reinforcement Learning - Building intelligent agents and decision-making systems
- 🤝 LLMs & GenAI - Large language models and generative AI applications
I am always open to collaborating on interesting projects, discussing ideas, or exploring opportunities in AI/ML and full-stack development.
"Innovation is the intersection of curiosity and execution."
Last updated: December 2025