At MRI Software, I deliver full-stack platforms and applied AI workflows used across 55–60 client environments. I built deployment orchestration, production monitoring, multi-tenant connection management, and automated identity provisioning that reduced onboarding from 1–2 days to approximately 15 minutes.
I've co-designed a six-node AI workflow with Python, LangGraph, FastAPI, and MCP, mentor two junior engineers, and review production code across full-stack and applied AI work.
