At Insights Healthcare Data Private Limited, I built a Databricks AI agent to audit MS-DRG claims using generalized claim-driven checks that scale across 700+ MS-DRGs. It passed all test claims for DRGs 871, 190, and 291.
I also developed medical-record summarization and DRG-justification services, with deterministic CC/MCC classification using the CMS appendix. For reliable LLM outputs, I used prompt engineering, json_repair, and strict JSON Schema validation.
On my projects, I developed Arxiv Insights, a research-paper summarization and feed interface, and a full-stack health-centre website for IIT Indore. I also developed DailyTrackr, an Android app for habit tracking, focus, and group challenges.

