At Fractal Analytics, I built a production-grade multi-agent sales assistant for Philips Healthcare using CrewAI, LangChain, and Azure OpenAI. Retrieval optimization, vector index restructuring, and caching reduced response latency by 40% and increased response accuracy by 82%.
I also designed a LangGraph incident management system integrated with ServiceNow and built data integration pipelines between Windchill PLM and Databricks. I deployed FastAPI microservices on Azure and implemented production observability with OpenTelemetry and Kibana.
My earlier work includes Azure ETL pipelines at DataEaze Systems and backend microservices at Tata Technologies. In my projects, I built NxtCure, a clinical trial matching platform backed by Antler, and HealthGPS, an AI healthcare navigation and retrieval system.
