Speaking
On AI governance, risk, and finance.
Keynotes, panels, roundtables, board and leadership briefings, university guest lectures, podcasts, and radio - for audiences from central bankers and bank CROs to boards, MBA students, and the public. Clarity, not hype.
What I speak on
AI Governance & Risk Management
What AI risk actually looks like in practice, how global frameworks (MAS AIRG, NIST, EU AI Act) apply, and where most organisations get stuck.
Agentic AI - Opportunities and Risks
What agentic AI systems are, why they introduce a new class of risk, and what governance needs to look like before deployment.
AI in Financial Services
From model risk management to AI-driven credit and institutional decisions - the regulatory and practical landscape across banking, wealth and private banking, and insurance.
AI in Trading & Investing
What AI and AI agents can and can't do in markets - from forecasting to investment workflows, and why "AI in investing is plumbing, not prophecy."
AI & the Future of Work
What AI actually does to jobs and skills - tasks not jobs, the "barbell" effect, and how professionals and organisations stay relevant.
Building AI Capability in Organisations
How to build genuine AI understanding across teams - not tool familiarity, but the judgment to know when AI helps and when it doesn't.
Selected Speaking Engagements
ACAMS
The Big Tech Transition
Hubbis
AI Risk Management for Wealth Management
William & Mary
From AI Agents for Investing to AI Risk Management
AIMA
AI in Finance Forum
FIX Trading Community
Learning to Learn Risk Management in the Age of AI
Association of Banks in Singapore
ABS-MAS Seminar on Generative AI - Use Cases and Guardrails
Resaro x Partnership on AI (ATX Summit)
Industry Perspectives
Temasek Foundation & Wealth Management Institute
FinCrime Symposium
AI Context Singapore
From AI Risk Management to AI Agents
SMU x Sogang University
AI Agents and Risk Management
Herring Global
AI Agents for Investing and Risk Management for Digital Assets
SVCA (Upcoming)
Masterclass - AI Agents and AI Risk Management
Bank of Singapore
ELEVATE+ Symposium - Balancing Innovation with Regulation
Briefings to Financial Institutions - JPM, DBS, Prudential, UOB, Principal Asset Management, Great Eastern, etc.
AI Risk and Governance
Briefings to the Public Service - Ministry of Home Affairs, Civil Service College, etc.
AI Risk and Governance
Media
AI Risk Supervision in Central Banking (S2 Ep 9)
Reasoning, Risk and Reality: Making AI Safe in Practice
From Art Exhibitions to AI Policy - interview (Ep 1)
Webinar - Navigating the AIRG and the new risk landscape for insurers
Radio - Reset with Lynlee
Make It Work - career feature
Interested in a keynote, panel, or workshop?