AI Governance & Data Ethics practice built on 20+ years of experience building compliant, revenue-driving data systems across startups and enterprise environments. Trusted by companies including Ericsson and Dynata to architect auditable AI and data products that meet regulatory requirements (GDPR, CCPA, NAI) while enabling innovation. Developed MRC-accredited measurement systems that improved data accuracy by 40%+ and built AI governance frameworks that supported safe product deployment. Scaled insights teams generating $10M+ in revenue, advised on certification-ready product roadmaps, and translated neuroscience research into ethical AI guardrails. Brings full lifecycle experience from biometric data validation to AI model auditing, with cross-functional leadership across engineering, legal, and product. 



DFS-AI

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DFS-AI

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