Document intelligence
SmartFAQs.ai
A multi-interface intelligence platform that turns complex documents into knowledge people can use—through evidence-aware chat and realtime voice experiences.
Explore SmartFAQs.aiIndependent strategist & builder
I turn ambitious, tangled ideas into clear products and durable systems—especially where AI, knowledge, and real-world operations meet.
Working across
Selected ventures
Different expressions of the same instinct: turn complex ideas into useful things people can explore, understand, and build on.
Document intelligence
A multi-interface intelligence platform that turns complex documents into knowledge people can use—through evidence-aware chat and realtime voice experiences.
Explore SmartFAQs.aiRealtime voice interface
An interactive home for exploring audio-reactive characters and the visual side of realtime AI conversation.




Software cognition
An evidence-led architecture for helping coding agents understand what to change, why it matters, what else is affected, and how to verify the result.
View PlexisBridge on GitHubPublic-interest technology
A growing resource hub helping U.S. postal union members navigate contracts, grievance procedures, safety guidance, and other workplace information.
Visit ParcelWorkers.orgGeometry into practice
An interactive workspace for exploring zome geometry in 3D, sizing panels and framing, and planning sheet materials—from an idea to a detailed build packet.
Open Zome Designer
Explore the designer How I work
The right answer is rarely more process. It is a sharper view of the system, a smaller set of meaningful choices, and an honest path from intention to reality.
Find the signal inside a messy problem: the people, incentives, evidence, and constraints that actually shape the outcome.
Turn ambiguity into a focused proposition, a useful experience, and a roadmap a real team can confidently execute.
Build in the governance, recovery paths, and operating habits that help good products keep their promises over time.
Good systems do more than work. They help people see what matters, trust what follows, and move with confidence.
A little about me

I’m a systems-minded product strategist and builder. I’m drawn to the in-between spaces: research and execution, technical detail and human behavior, ambitious vision and the practical next move.
My best work happens with thoughtful people taking on complex, consequential problems—and wanting to leave behind something clearer than they found it.
Field notes
Not every meaningful project belongs on a résumé. Field Notes is where I share the interests, experiments, and physical things I pursue simply because they are worth exploring.

A geometric idea became a set of decisions, then a structure, then a place—a hands-on counterpoint to my work in digital systems.
Read the field noteHave a complex problem?