I built a RAG chatbot with custom MCP integrations that lets non-technical staff trigger workflows in plain English

At my current job I built an internal chatbot staff use to query project docs and kick off live workflows just by typing what they want. The interesting part: custom MCP server integrations, so it doesn't just answer questions, it actually executes things (creating records, pulling reports) from natural language. Cut information-retrieval time roughly in half for the team.

Stack: React, Python, RAG over internal docs, custom MCP servers for the action layer. I'm also building Omno, a time-tracking app, prototyping with v0 and implementing with Claude Code.

I'm a full-stack engineer, in SF May 26 to June 10 and open to new roles in AI. If you're building in this space, I'd love to connect. Portfolio: manaylodha.com