AI Transformation · 2026–Present
Singapore AI Catalyst Think Tank
Scaled an Anti-Financial Crime pilot into a branch-wide forum connecting business and infrastructure teams around responsible AI adoption, reuse, and execution.
40+ AI champions mobilised across the Singapore franchise.
Change & Adoption · 2026–Present
Regional AI literacy for AFC
Designed forums, workshops, prompt guidance, and practical AML/CFT use cases to move teams from individual experimentation toward governed adoption.
500+ professionals equipped across APAC and MEA.
Risk & Controls · 2019–2025
APAC risk-signal workflow redesign
Led multi-market operating-model and workflow change in Anti-Bribery & Corruption while balancing control integrity with practical delivery.
Reduced errors by 80% while strengthening controls.
AI Transformation · 2026
Adverse-media intelligence capability
Evolved a case-specific work product into a reusable, configurable dashboard approach for adverse-media analysis and senior reporting.
Controlled testing with complex-client and cross-regional interest.