Governance and assurance for AI in regulated life sciences and healthcare. I write the specification and build the verification, and I publish what the audit of my own instrument found.
Agentic and open-weight model assurance. Evaluation design. EU AI Act, ISO/IEC 42001 and NIST AI RMF conformance. Albuquerque, New Mexico; remote, U.S.
Start where you are
- Hiring for a governance, assurance or Responsible AI role: resume, then evidence, then register, then the audit article.
- Engaging an evaluator, red-teamer or assessment lead: evidence, then the instrument (read the key disclosure first), then methodology, then register.
- Research collaboration and SyncOrch: the SyncOrch section of Work.
Evaluation instrument v3, designed and built to test whether AI delegates deliberating across an enforced context-isolation boundary produce valid synthesis: rubrics pre-committed, targets sealed, arms ablated, leakage reviewed, provenance exported.
EvidenceThe audit: an origin-blind adversarial review of that instrument, each finding confirmed against the source by a second model; six defects; the register is public and versioned.
RegisterTension OS v2.1, a decision-and-governance methodology with conformance cross-walks to the EU AI Act, ISO/IEC 42001 and NIST AI RMF; a working demonstrator (Keel v3).
MethodologyWho this is for
Health systems and academic medical centers, pharma and biotech, payers, and the Responsible-AI and validation consultancies that serve them. Governance, assurance, audit and Responsible AI roles at manager to senior-manager level, remote; and contract engagements in evaluation design and conformance.
Where the judgment comes from
Cancer-biology research training and laboratory operations at MD Anderson, Albert Einstein College of Medicine and Identigene, with a co-authored paper in ACS Medicinal Chemistry Letters. Eleven years of healthcare-access venture work reviewed by hospital leadership, a payer and bioethics faculty. An MBA.
The work history carries the dates; the resume is the same facts in one page.