About

I build hardware and software systems that sit close to the physical world.

My work tends to center on physical AI, ultra-low-power sensing, hardware-level security, and the commercialization path that turns a technical edge into a real deployment.

Operating style

• I like tight feedback loops between research, implementation, and market learning.
• I care about designs that are resilient in transit infrastructure and tactical environments.
• I prefer writing that sharpens strategy rather than just documenting activity.

What this site reflects

This website is the working surface for:

• founder-level thinking
• strategic journal entries
• living technical notes
• archival material worth keeping close