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
- AI engineering architectures
TRANSFORMERS
- 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
- RFT (Reinforcement Fine-Tuning) for Large Language Models
DATA ENGINEERING
- Architecting robust data engineering pipelines
- Advanced database design and modeling
DATA SCIENCE
- Supervised & Unsupervised Learning
- Recommender Systems
- Time Series Analysis