Areas of focus
The systems, standards, and public record behind the work.
My work spans public-service domains and the engineering practices that make consequential technology more accountable. These pages collect the evidence by area.
Public systems
Energy and utilities
Regulatory data, certification workflows, licensing, claims systems, and the public institutions that shaped my product rules.
Health systems
Engineering leadership across Medicaid reporting, drug programs, rural health delivery, FHIR, and interoperability.
AI leadership
How I set accountable boundaries for AI while leading organizations, architecture, and delivery.
Operating standards
Responsible AI
A source-grounded, testable approach with explicit limits, refusal paths, and human accountability.
Accessibility
The engineering practices, audits, and release gates that make access part of delivery.
Public record
Press and public coverage
Source-forward research, public records, coverage, artifacts, and recognition.