The Challenge
A full-stack Generative AI system running on AWS ECS. Ingests user health metrics and uses Retrieval-Augmented Generation to provide medically-contextualized insights.
Engineering Highlights
- Containerized RAG pipeline on AWS ECS (Fargate).
- Vector embeddings for semantic health data search.
- Streaming responses for perceived latency reduction.
- HIPAA-compliant data handling architecture.
Tech Stack
AWS ECSDockerPythonLangChainPostgreSQL
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System Architecture
Interface Gallery
