kunal deshmukh

At Stark Digital Media Services, I deployed four production RAG systems for enterprise applications, working on prompt engineering, LLM fine-tuning, and retrieval pipeline design.

I also built and shipped an IoT-integrated AI solution from prototype through production deployment. In my DMS document intelligence project, I developed OCR and hybrid RAG search, and fixed a cross-tenant data leak before production rollout.

My projects include an agentic AI system for cloud cost forecasting that cut manual analysis by 60%, and a real-time workout tracker that reached 95%+ rep-detection accuracy. I work with Python and tools including FastAPI, PostgreSQL/pgvector, Docker, and Kubernetes.