CrisisCast

Developed a end-to-end real-time pipeline that ingests social signals from Reddit and Google, classifies posts using a fine-tuned LLM, and visualizes crises on a dynamic dashboard. Leveraged Kafka, PySpark, FastAPI, MongoDB, and Qdrant for scalable processing and semantic search.