Let's start a conversation

Send the rough version.

I work on research at the intersection of AI agents, trustworthy systems, and real-world deployment. If you have a hard problem, a regulated context, or even a messy idea, I would be glad to hear it.

• Low pressure: no pitch deck required.
• Evidence first: context is more useful than polish.
• Confidential boundaries: share only what is safe to share.