I'm building Oncopilot at i3 Digital Health, a conversational AI platform that helps oncologists query real-time FDA, NCCN, and SmPC clinical guidelines. I reduced response latency by 56%, from 45 seconds to 20 seconds, through parallel discovery-engine execution and query rephrasing for improved RAG retrieval.
I've also built a two-stage pharma intelligence pipeline using RAG and a fallback Perplexity web agent, plus AWS Lambda schedulers that collect pharma news into MongoDB. Previously at ICICI Bank, I designed a three-stage home-loan fraud detection approach using financial, demographic, and transactional data.
My projects span LLM-powered reservation workflows, computer vision for TikTok age and gender analysis, and AWS-based MLOps systems designed for 1,000+ concurrent analyses.
