About
Building AI ecosystems, governance frameworks, and executive transformation strategies that create measurable operational impact across global organisations.
Architected and governed enterprise AI transformation initiatives across 50+ business areas within a global professional services firm, helping establish scalable governance frameworks, Responsible AI standards, enterprise operating models, and secure Generative AI adoption strategies.
Led enterprise GenAI service delivery transformation strategies for global clients, translating AI opportunity discovery into scalable operational programs that generated more than $20M in combined annualized savings through automation and enterprise modernization.
Directed development of a global professional services firm's foundational Generative AI Playbook, an enterprise architecture and governance blueprint that helped establish governance, security, Responsible AI, and lifecycle management standards contributing to the formation of the firm's Office of Generative AI.
Advised executive leadership teams at a top-tier Canadian banking institution on enterprise Generative AI adoption following a global cloud and data-platform migration, identifying 100+ AI use cases across wealth management transformation initiatives.
Designed and led multi-year enterprise AI governance and Generative AI executive education programs for a leading global insurer, training 500+ executives across 15+ countries on Responsible AI, enterprise transformation, and AI lifecycle management.
Established enterprise AI lifecycle management standards covering MLOps, LLMOps, observability, governance, deployment, and continuous compliance for regulated financial services, healthcare, and insurance environments.
Led enterprise-scale transformation and governance programs for major Canadian public sector organizations, managing cross-functional delivery teams and enterprise modernization initiatives following the firm's largest acquisition integration program.
Collaborated with leading technology companies, enterprise leadership teams, and academic institutions to advance enterprise AI literacy, Responsible AI adoption, and scalable Agentic AI implementation patterns.
Recovered more than $4M in annual operational losses through advanced analytics and automation initiatives in healthcare, while leading enterprise EMR modernization and operational transformation programs with strict compliance oversight.
Built a foundation in machine learning, NLP, probability theory, and predictive analytics through academic research and university teaching at a US research university, later translating deep technical expertise into enterprise-scale AI strategy and executive advisory leadership.
Work With Me
Enterprise governance frameworks, Generative AI strategy, and executive advisory, aligned to your business objectives.