Media & Speaking
Resources for event organizers, journalists, producers, and podcast hosts. Approved biographical copy, downloadable photography, verified external appearances, and speaking inquiries.
Listen to Dr. Eva in Discussion
Curated excerpts from recent keynote addresses, international risk summits, and podcast interviews.
Why 98% Benchmark Accuracy Fails the Audit Committee
“In a laboratory, a model with 98% accuracy looks triumphant. But in production, the 2% failure mode may sit entirely on an untested edge case with zero fallback mechanism. Boards don’t get sued for the 98%—they get sued for the catastrophic 2% when no human or circuit breaker was empowered to stop it.”
External Appearances & Interviews
Recorded podcast episodes, interviews, and published articles under their exact original publisher titles.
Ethical, Responsible, and Trustworthy AI
Data Masters Podcast • Tamr / YouTube
Discussion on operationalizing responsible AI, transitioning from prototypes to production, and establishing practical trust boundaries.
AI and Data Science in the Middle East
The Bridgecast • Apple Podcasts / Spotify
Executive discussion on regional AI infrastructure, sovereign data strategies, and building reliable data science practices.
Global AI Governance and Mathematical Modelling
In Other Words • Phrase
Exploring mathematical modelling, language models, and the governance structures needed when deploying algorithmic systems internationally.
Women in Mathematics and AI Leadership
Hypewomen Podcast • Hypewomen Network
Career reflections on advancing from a doctorate in mathematics to leading multinational data science practices.
Accounting for Algorithmic Risk
INTHEBLACK • CPA Australia
Analysis of corporate board fiduciary responsibilities, audit committee oversight, and liability for automated decision systems.
Keynote Lectures
Scalable & Trustworthy AI in Production
International AI Summit / Keynote Recording
How to bridge statistical modeling with institutional risk controls to put trustworthy and scalable AI into production.
Women in Data Science (WiDS) — Enterprise AI Leadership
WiDS Conference / Leadership Summit
Keynote presentation addressing the challenges of transitioning from prototype modeling to consequential enterprise decision systems.
Approved Biographies
Factual bios for event programmes, introductions, and press releases.
Dr. Eva-Marie Muller-Stuler is a mathematician, AI executive, and author of Decision-Quality AI: From AI Ambition to Operational Success (Kogan Page). Former Chief Technology Officer for AI at IBM MEA and Data & AI Practice Leader at EY, she advises financial institutions, governments, and enterprise boards on operational AI governance.
Dr. Eva-Marie Muller-Stuler is a mathematician, AI executive, and author of Decision-Quality AI: From AI Ambition to Operational Success (Kogan Page). Former Chief Technology Officer for AI at IBM MEA and Data & AI Practice Leader at EY, she brings over two decades of experience directing high-consequence data science, algorithmic risk management, and governance architectures across sovereign wealth funds, banking, healthcare, and public sector institutions. She is the originator of the six-independent-gate Decision Quality AI framework.
Dr. Eva-Marie Muller-Stuler is a mathematician, AI executive, and author of Decision-Quality AI: From AI Ambition to Operational Success (Kogan Page). Across a career directing data science and algorithmic governance at top-tier global institutions, sovereign entities, and international enterprises, Dr. Eva has served as Chief Technology Officer for AI at IBM MEA and Data & AI Practice Leader at EY. Her intellectual work addresses the widening chasm between laboratory benchmark performance and production reliance. Grounded in decision theory and mathematical statistics, Dr. Eva created Decision Quality AI as an independent operational discipline to determine when an institution possesses sufficient evidence, controls, and organisational support to justify delegating authority to artificial intelligence. A frequent keynote speaker at international technology, risk, and banking summits, Dr. Eva advises the United Nations and public policy bodies on AI governance. She holds a doctorate in mathematics.
Keynote Topics
AI Must Earn the Right to Decide: From Ambition to Operational Success
The Six Independent Gates: Governing Consequential AI Under Uncertainty
Agentic Autonomy vs. Operational Control: The New Architecture of Risk
Media & Speaking Inquiries
For keynote bookings, media interviews, and technical commentary, contact Dr. Eva's speaking office.