From custom medical RAG pipelines to real-time voice
consultation over WebSocket, I care about the full arc of a
product — not just the model. That means evaluation,
observability, deployment, and the team workflow around it.
My background spans data science internships, e-commerce
analytics, and production AI engineering. I like working at
the intersection of research and reality — where a paper
becomes a feature a user actually touches.
15+
Database models designed
4
Step clinical RAG synthesis
3×
Revenue growth driven at CommerceHub