I build products end to end: the insight, the interface, and the code underneath.

I care about the whole lifecycle of a product: the problem worth solving, the person it's actually for, and whether the thing I shipped changed their behavior. The code is the part I enjoy most, but it's in service of that, not the point of it.

I'm part of Break Through Tech's AI Studio fellowship, on a small team building Chewy, a machine learning system for detecting AI-generated text. Outside of that, I'm deliberately building range across the full product stack: management, design, and engineering, plus the AI, agent, and infrastructure layers most products now run on.

Every case study on this site follows the same process: a real problem, a specific target user, a look at what already exists, the insight that made the solution different, how it got in front of people, and what changed after they used it.