About

I work on Physical AI and Agentic Intelligence at NVIDIA — product and developer relations for the messy, interesting problem of getting AI to take dependable action in the real world. That means simulation, multi-agent systems, and platforms like Omniverse. It's where most of my curiosity lives right now: the point where a model stops just generating text and starts moving things.

I didn't start here. I started on plant floors — commissioning automation systems, then building the MES and industrial IoT software that ran them, most of it over a long stretch at Rockwell Automation. From there the work climbed the stack: analytics, digital twins, and then generative and agentic AI at AWS. Twenty years of watching the same industrial problems get attacked with progressively better tools. That arc is why I care less about what a model can demo and more about whether it holds up on a factory floor at 2am.

So I tend to sit at the intersection of what's technically possible and how developers actually experience it — I see the gap between what's announced and what ships, between what's impressive in a keynote and what survives contact with real systems.

This site is where I think in public. Not a portfolio. Not a newsletter. Just a place where I write down things I'm figuring out — about AI, about developer tools, about building products that practitioners actually want to use — and share what I find worth reading.

If something here is useful to you, that's the whole point.

Currently NVIDIA. Previously AWS and Rockwell Automation. Based in San Jose, California.

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