Enterprise Transformation & AI Governance Leader I transform fragmented organizations into aligned operating and delivery systems—by securing alignment and driving adoption.
Over 20 years leading enterprise programs across regulated healthcare, financial services, and digital media—including 15 years at Roche/Genentech delivering $100M+ infrastructure, portfolio governance, organizational change, and cloud transformation. Today I'm applying that same discipline to enterprise AI governance, AWS architecture, and safety-critical systems.
My discipline: Safety controls and operational rigor are not compliance overhead — they are engineering requirements. That philosophy, developed across GxP-regulated systems where a missed control has patient consequences, applies equally to AI infrastructure where a degraded safety pipeline can be invisible and catastrophic. Two production examples: AI Safety & Guardrails for Enterprise Systems — deterministic guardrails on Amazon Bedrock, 529 of 640 tests pass all 5 guardrails (82.7%). Overall assertion pass rate: 96.4% untangledthinking.org, a privacy-first recovery support tool on AWS serverless where user vulnerability made zero data retention a first-principle design decision. The result: zero unplanned downtime, zero compliance findings, delivery at scale.