Project Overview

Developed a medical document summarization tool using a secure RAG pipeline with mandatory PHI redaction. The system supports automatic redaction of sensitive fields (name, SSN, MRN) and optional manual redaction based on user-defined values. After redaction, embeddings are generated using a clinical model (MedEmbed), relevant context is retrieved, and summaries are produced using GPT-5.2.