Healthcare Document Intelligence & Generative AI
The Business Problem
Automating claim intake using document intelligence to overcome manual effort and data accuracy issues.
Solution Architecture
Developed RAG pipelines to verify extracted entities (ICD-10, CPT codes) against policy databases. Fine-tuned BERT for entity extraction, increasing accuracy by 23%. Deployed containerized ML/GenAI microservices using Docker and Amazon ECS.
