I design and build AI-native systems and products 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 platforms at Reddit, and human-robot workflows at Amazon Robotics.

I've also been designing and building AI-native apps like Life Mirror, MOSSLOG and WhatDoYouMean, to explore how AI can support memory, thought, and understanding.