At ThoughtBins Technologies, I design and operate multi-tenant AI automation systems for sales, HR, and CRM workflows. I build stateful agent pipelines with LangChain, LangGraph, and N8N, including retry, recovery, and state persistence mechanisms.
I also built an interactive UI for MCP tools to visualize and control multi-step agent workflows, and developed a DAG-based distributed ledger for microgrid systems using TCP and LoRa RF. At Marrfa, I built and deployed a real-estate investment management platform with multi-level RBAC.

