I evaluate high-risk AI systems against real regulatory and management frameworks — EU AI Act, NIST AI RMF, and ISO/IEC 42001 — and turn that analysis into practical, executive-ready governance decisions.
Case studies in AI risk assessment, governance frameworks, and production-readiness review.
Led a high-risk AI governance assessment of an automated small-business loan underwriting system, covering fairness, explainability, human oversight, vendor risk, and production-readiness.
View Case Study →I work on the governance, risk, and compliance side of AI systems — classifying risk, applying frameworks like the EU AI Act, NIST AI RMF, and ISO/IEC 42001, and producing the documentation and recommendations that let organizations deploy AI responsibly. This portfolio collects practical, artifact-backed case studies rather than theory alone.