SmartInfer — Applied AI Systems, Search, and Infrastructure

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About Me

I am an AI and engineering leader with over two decades of experience building and shipping production-grade systems. My work is grounded in first-principles thinking across applied AI, algorithms, programming languages, and large-scale software systems, with a consistent focus on reliability, evaluation, and measurable outcomes.

I have led and contributed directly to multiple 0-to-1 efforts, working closely with engineers to translate complex ideas into systems that can be implemented, reasoned about, and sustained in production. I am most effective in environments where technical depth and execution quality matter more than process or presentation.

Outside of work, I train in martial arts and sketch and write to think visually and structurally. These practices reflect how I approach engineering and leadership: disciplined, methodical, and with respect for craft. I value expressing ideas precisely—often by turning them into code.

For focused engagements, see Consulting. For code and projects, see Open Source.

For writing and research, see Technical Articles, Publications, and Patents.

Some longer-form essays are also published on Substack.