clear-rag

A local-first RAG system whose retrieval process is visible and measured: hybrid BM25 + vector search built from primitives, streamed stage by stage, scored against a span-anchored golden set.

Sentiment Analysis NLP for QMIND

Developed NLP model for sentiment analysis using ALBERT and Reddit data to classify emotions in text.