Selected projects & consulting
Consulting
Co-Founder & Principal Consultant · 2024–Present · Bend, OR
AI and data strategy consulting for universities, health systems, and mission-driven organizations. I help teams design better data systems, evaluate AI applications thoughtfully, and build decision-relevant insight pipelines that actually get used by the people who need them.
Services
Case study in preparation — currently under NDA
Platform
Founding members welcome · Central Oregon
A member-owned civic commons for Central Oregon, built around a simple premise: technology should serve the people who live somewhere, not extract from them.
No ads, ever. You verify you're local once, then that proof is deleted. Members own their data and govern it one member, one vote — a public benefit nonprofit, not a startup.
Education Infrastructure
Federated system architecture · ACCESS · NAIRR · JS2
An open-source, self-hostable platform for teaching with code — assignment distribution, sandboxed autograding, an AI tutor that cannot hand out solutions, and model routing that keeps student data on infrastructure your institution controls.
Free-by-default, governed as a commons, and designed so the people inside the system always keep the final word over the machine.
Open Source
Research Publications
2026
2024
PLOS Computational Biology
2022
2017
Nature Scientific Reports