I design and build AI-native systems shaped by human craft, working end-to-end from concept to production.

Now designing next-gen security product monitoring AI agents behavior for multi-cloud environment. In the past 6 years, I shaped unified interaction models at AWS Security, designed advertising systems at Reddit, and human-robot workflows at Amazon Robotics.

I've been building AI-native apps for myself like MOSSLOG and WhatDoYouMean, to extend how I think and perceive.