At Fortress Information Security, I introduced MongoDB Atlas Search for grids approaching 1M records, preserving existing filters, sorting, and column-specific search while reducing query latency by approximately 35%.
I also built a RAG-based internal AI chat assistant using a local MCP server, Python ingestion and chunking, embeddings, and a local JSON knowledge store. I architected and delivered a Redis-backed Custom Tabs subsystem used by 500+ users.
Earlier, I built storefront websites and integrated APIs at Merch, and optimized COBOL backend jobs for policy systems at Cognizant. In personal projects, I’ve built AI-assisted workflows, a portfolio with a RAG service, and a Chrome extension for recruiter discovery.
