I think security
products can be
much better.

I’ve been building AI into core security decisions and processes since 2016, exploring how AI systems investigate, reason, decide, and act in high-stakes security environments.

The earliest version of that work is what got me onto Forbes 30 Under 30. Later, at Microsoft, I built security for AI-powered apps in the cloud and then led the AI for Security product group. At Meta, I worked on LLM systems for fraud.

I am deeply obsessed with the product craft, and over the years I’ve found structural failures in how security products are designed today and tested out experimental ideas by others and by myself. I’m especially frustrated with the gap between detections and action, and I have built many systems around that gap.