Calm systems for high-stakes decisions

AI Architect.

Calm inside complexity.

I build AI systems that turn uncertainty into clear outcomes.

Order from chaos — without the chaos.

Emergency medicine taught me how to assess quickly, prioritize clearly, and act under pressure.

AI engineering lets me scale that clarity into systems teams can trust.

Projects

Lex

Interface layer for personal AI.

Muninn

Persistent memory layer for AI systems.

FRIDAY

Orchestration layer for agents and tools.

Not isolated tools. A connected system.

Lex presents. Muninn remembers. FRIDAY orchestrates.

Decisions when it matters.

In high-stakes environments, clarity is safety.

That mindset shapes how I design AI: calm, reliable, and human-centered.

If AI feels overwhelming, that's normal.

You don't need to understand everything. You need systems that work — and someone who can guide it calmly.