About
From the mathematics of prediction to the enterprise boardroom
A career spent translating deep technical grounding into governed, adopted, enterprise-scale AI.
Foundations
Research, academia and the mathematics of prediction
Built a foundation in machine learning, NLP, probability theory, and predictive analytics through academic research and university teaching at a US research university — the technical grounding that later informed enterprise AI strategy.
Analytics leadership
Turning analytics into recovered value
Recovered more than $4M in annual operational losses through advanced analytics and automation in healthcare, while leading EMR modernisation and operational transformation programs under strict compliance oversight.
Enterprise transformation
Governing AI at enterprise scale
Architected and governed enterprise AI transformation across 50+ business areas within a global professional services firm — scalable governance frameworks, Responsible AI standards, enterprise operating models, and secure Generative AI adoption strategies.
Generative AI
From playbook to Office of Generative AI
Directed development of a global professional services firm’s foundational Generative AI Playbook, an enterprise architecture and governance blueprint whose standards contributed to the formation of the firm’s Office of Generative AI, and led GenAI service-delivery transformation generating more than $20M in combined annualised savings.
Advisory & education
Advising the C-suite and teaching the field
Advises executive leadership teams on AI investment priorities, governance, and transformation roadmaps; designed multi-year executive education programs for a leading global insurer; and founded The Ilm Initiative to democratise access to AI understanding.
Work With Me
Let's Architect Your AI Future
Enterprise governance frameworks, Generative AI strategy, and executive advisory, aligned to your business objectives.