AI Systems Architect. 20+ Years of Production Engineering, Applied to AI.

I design production-grade LLM and agentic AI systems — not demos. System architecture first; the language model is one component, not the whole application.

For two decades, I designed and built software systems for the automotive and industrial sectors, where reliability, maintainability, and production-grade engineering are non-negotiable. Today, I apply that same engineering discipline to AI systems — designing LLMs as components within a larger architecture that includes orchestration, retrieval, inference, memory, and tool execution.