A publicly distributed drug related signal detection platform that monitors Reddit and patient forums in real-time to surface unreported adverse drug reactions. Built for reporting gap using BioBERT NER, medspaCy, and MCP-native agentic source onboarding via Claude + Firecrawl.

Open-source patient-advocacy web app (FastAPI) that turns confusing medical info into clear questions and next steps, with local-LLM support.