At InsuranceDekho, I owned the life insurance renewal voicebot from problem framing and PRD through phased rollout. It raised unassisted renewal conversion from 0% to 55%, and I used SQL funnel analysis to identify drop-offs and build renewal dashboards.
At Thoughtnudge, I independently built and deployed a FastAPI image-variant generation system for personalized marketing. I’ve also worked on RLHF and LLM evaluation, including benchmarking 10+ models across datasets and prototyping systems for evaluation.

