Projects Showcase

Samuel Enam Zih

Current Project

CrisisEcho

A real-time crisis awareness platform that ingests multi-source social media streams and applies a RAG-powered LLM agent chain to detect, cluster, and summarize local emergencies before official channels respond. Built on MongoDB Atlas with native geospatial indexing, Pinecone vector search, and a Go API backend — delivering severity-scored alerts to a React map interface via WebSocket.