I build and deploy AI systems that do real work — agents, RAG pipelines, and document automation.

About me

I'm an engineer who builds AI that ships. I spent the first part of my career in industrial engineering and production management — running operations, defining what correct looked like for a process, measuring when it drifted, and cutting waste. That taught me something most developers never learn the hard way: automation only matters when it solves a real bottleneck in how a business actually runs.

I now build that automation directly. My focus is AI agents and workflow systems — designing them, prompting them well, wiring them to APIs and databases, containerizing them with Docker, and deploying them so they run reliably. I work day-to-day with Claude and OpenAI, RAG and vector databases, both sides of the Model Context Protocol, and document extraction on LandingAI's ADE. I write my own agent orchestration rather than leaning on a framework, and I set my own timeouts, retries and validation rather than relying on library defaults. On the frontend and full-stack side I work in Next.js, React, Node.js, and Ruby on Rails.

What I bring that's harder to find: I combine current, hands-on agentic-AI work with a deep, practical understanding of business processes — and I deliver. I'd rather show you a deployed system than a slide. I'm available for contract projects and open to the right full-time role.