Welcome to my GitHub profile!
I’m a CSE'26 B.Tech student at IIIT Jabalpur, passionate about Artificial Intelligence, Machine Learning, and Data Science.
I love building intelligent systems, experimenting with algorithms, and working on impactful real-world projects.
- 🎓 CSE 2026 | IIIT Jabalpur
- 🤖 AI Research Intern @ IBM Research (May 2025 – Aug 2025)
- Worked on RLHF (Reinforcement Learning from Human Feedback)
- Hands-on experience with GRPO, PPO, and DPO training algorithms
- 📊 Data Scientist Intern @ Meesho (Jan 2026 – Jun 2026)
- MLH HackCBS 7.0 (2024) Winner
- MLH HackByte 2.0 (2024) Best All Girls Team
- Winner at ThermaOracle, Coginzance, IIT Roorkee, a 24- hr ML Hackathon.
- Among top 15 in Meesho DICE Challenge in Data Science Track.
- ❤️ Passionate about AI, ML, Deep Learning, Data Science, and Model Alignment
- 🌱 Always exploring new technologies and solving challenging problems
- 🔗 Looking forward to connecting with people and learning more!
- Languages: Python, C, C++, Java, JavaScript
- ML/AI: PyTorch, Scikit-learn, RLHF (PPO / DPO / GRPO)
- Data Science: Pandas, NumPy, Streamlit, Data Visualization
- Web Development: React.js | Node.js | MySQL
- Tools: Git, GitHub, Docker, Ollama
A supervised explainable AI rule-mining algorithm for extracting high-confidence IF–THEN rules for behavior prediction.
Includes:
- Rule extraction
- Confidence filtering
- Coverage evaluation
- Comparison with Apriori
A Retrieval-Augmented Generation (RAG) interface using local LLMs via Ollama for:
- PDF summarization
- Document Q&A
- Interactive chats
- Multi-document retrieval
A Streamlit-based object detection app using Faster R-CNN.
A web platform that helps users discover courses tailored to their interests.
- Advanced Deep Learning
- Natural Language Processing
- Model Alignment & RLHF
- Full-stack Web Development
- Data Structures & Algorithms
I'm always open to networking, collaborations, or tech discussions.
- LinkedIn: Joyee Biswas
I believe the best code is not just functional—but also elegant and thoughtful.