I am currently a Data Scientist with deep expertise in AI/ML, data pipelines, backend engineering, and distributed systems. I thrive on crunching numbers and crafting innovative solutions—taking complex ideas from initial prototyping and experimentation all the way through to deploying them as scalable, production-ready systems.
📝 Visit my website: nirmata.dev 📫 Email me at: rishav01iitd@gmail.com |
🎯 THINGS WHERE I HAVE WORKED AROUND SO FAR
🤖 AI AGENT
- Building production-grade Agentic RAG (Retrieval-Augmented Generation) applications [https://www.kaggle.com/competitions/llm-agentic-legal-information-retrieval/overview]
- AI engineering architectures
🌐 TRANSFORMERS WORLD
- State-of-the-Art (SOTA) Transformer architectures in Vision, Speech, and Text
- Transformer inference optimizations (e.g., vLLM)
- SFT (Supervised Fine-Tuning) for embedding models, rerankers, and LLMs
🎮 REINFORCEMENT LEARNING
- Application of Reinforcement Learning in games [https://www.kaggle.com/competitions/orbit-wars]
- RFT (Reinforcement Fine-Tuning) for Large Language Models [https://www.kaggle.com/competitions/nvidia-nemotron-model-reasoning-challenge]
🛠️ DATA ENGINEERING
- Architecting robust data engineering pipelines
- Advanced database design and modeling
📊 DATA SCIENCE
- Supervised & Unsupervised Learning
- Recommender Systems
- Time Series Analysis