Engineering Manager (Hands-on) at Medable Inc.

Leading automated code generation and testing platform for clinical trial study building through LLM integration and fine tuning. Implemented AI-powered code generation agents with custom RAG pipelines for auto-generating study extensions, tests, and deployments. Migrated from a custom agent engine to Google's ADK, improving reliability and reducing maintenance. Architected a self-serve platform enabling sponsors and CROs to independently build and validate studies. Transformed study setup from a ~6-month manual process to under a week with end-to-end automation. Collaborated with professional services to automate deterministic workflows. Reversed profit margins from -90% to +40% per study by removing bottlenecks. Implemented USDM JSON standard as the source data for the self-serve platform. Designed a rule-based evaluation engine for context-aware notifications. Load tested all services and scaled an India-based engineering team (6 developers).