At Encora, I've built a multi-tenant RAG platform on AWS that enriches and searches 300K+ documents, using Bedrock, pgvector, FastAPI, React microfrontends, and event-driven services. I also designed an OAuth-secured MCP gateway for governed enterprise search and agentic workflows.
I've improved search latency from 30 seconds to 900ms across 1,000+ daily searches, reduced manual tagging effort by about 50%, and led infrastructure migration from SAM to Terraform across multiple AWS accounts. I build performant React and TypeScript interfaces alongside Node.js REST APIs and backend services.
