PROFILE
Independent Enterprise AI Advisor · Agentic AI Practitioner · Executive Educator
Asia-wide Market Experience
Leadership and hands-on transformation experience across Singapore, Hong Kong and Korea, with broader Asia coverage.
Cross-Context Leadership
Leadership across global technology & consulting and in-house banking & insurance, connecting strategy, transformation and deep AI.
Enterprise · Market · Academia
A track record beyond individual corporate roles through market thought leadership and executive education across KAIST, NUS AIDF and NTU.
01 · SELECTED EXPERIENCE
From AI Strategy to Enterprise Adoption
Microsoft Asia
Financial Services Agentic AI Transformation · Senior AI Global Black Belt · Regional strategic banks & insurers
Teradata · Singapore
Principal Data Scientist · Financial Services · Data & AI Transformation across Southeast Asia & Korea
United Overseas Bank (UOB), Singapore
VP, Group AI & Data Science CoE · AI Operating Model · Responsible AI · Enterprise Adoption
IBM Watson Consulting · Hong Kong & Korea
Financial Services AI Transformation Leader · Strategy · Operating Model · AI Innovation
Earlier · PwC Consulting · Strategy & Transformation
Process innovation · Enterprise transformation · Enterprise architecture
02 · EXECUTIVE EDUCATION
Turning Emerging AI into Executive Decisions
I bring a practitioner perspective into executive education, translating rapidly evolving AI capabilities into the strategic, organizational and governance decisions leaders need to make.
KAIST College of Business
Executive Education · Enterprise Agentic AI: Strategy, Trust & Value Creation
NUS · Asian Institute of Digital Finance
Executive-level financial-services programs on AI-ready organizations, governance, risk and transformation
Nanyang Technological University
Executive education on AI-led enterprise transformation and Agentic AI
Selected themes · Agentic AI · AI Governance · Target Operating Model · Human–Agent Collaboration · AI Fluency · Financial Services Transformation
03 · THOUGHT LEADERSHIP / ON STAGE
Bringing Enterprise AI Perspectives to the Market
I share practical perspectives on Agentic AI strategy, governance, human–agent collaboration and value creation with senior leaders across Asia.
AGENTIC AI
HUMAN–AGENT COLLABORATION
GOVERNANCE & TRUST
FINANCIAL SERVICES
HUMAN–AGENT COLLABORATION
GOVERNANCE & TRUST
FINANCIAL SERVICES
FEATURED VIDEO
AI Global Conference · Ministry of Science and ICT
Bringing an Enterprise AI Perspective to Korea’s National AI Agenda
Representing Microsoft in Korea’s government-led AI dialogue, bringing an enterprise perspective on GenAI and Agentic AI to the national AI agenda.
SELECTED ON-STAGE MOMENTS






