Projects
I build at the intersection of health, agents, systems, and public impact. Each project is grounded in purpose and built for use.
View impact timelineBuilding
A local-first multi-agent coding loop built in public.
The public repo coordinates manager, developer, tester, and researcher roles, runs allowlisted repo commands, and produces artifacts plus unified diff patches for inspection.
Active
MindBridge is designed to support, not replace, human judgment, with transparent risk review, structured summaries, and clinician oversight.
Active
The project translates lived regional barriers into a stakeholder-facing system that can improve pathway clarity, continuation, and actual access.
Building
Operator Layer is meant to close the gap between agent reasoning and actual software execution in a way that is modular, inspectable, and useful.
Building
A large share of real work still happens inside legacy systems. Verblayer is about making those environments operable without forcing full software replacement first.
Active
This work is grounded in making credible next-step options more visible for regional students who are often further from metropolitan networks, information, and institutional access.