Systems I designed · Engineering Manager

Sales briefs into structured proposals

A production RAG pipeline that turns sales briefs into structured proposals, drawing on the company's archive of past work.

What I did

• Built on AWS Bedrock with Pinecone and Claude
• Owned retrieval strategy, prompt architecture, and the API