Seasoned leader with over 2 decade of experience, currently part of the Chief Data Office leadership team at Commonwealth Bank.
Established a Centre of Excellence for Personalisation, data, and AI at Bankwest (digital only arm of CommBank), showcasing expertise in thought leadership and value realisation.
Successfully led transformation programs in Martech, Personalisation, Data & AI across 6 regional markets at DBS Bank, resulting in a significant top-line impact of $100 million.
Delivered a bottom-line impact exceeding $15 million through data cloud transformation on AWS & GCP.
Skilled in leading cross-functional teams to develop innovative solutions that generate tangible business outcomes.
Adept at navigating challenges in business, technology, processes, and adoption within the data analytics realm.
Deep domain knowledge spanning banking and telecommunications sectors.
Overview
27
27
years of professional experience
1
1
Certification
Work History
ED, Crew Lead - Advance Analytics
Commonwealth Bank
02.2024 - Current
Established Bankwest's Data, Analytics, and AI Centre of Excellence.
Developed a clear roadmap, built a compelling business case, secured funding and assembled a high performing team.
Rolled out Nudge Studio to deliver personalized, context-driven customer interactions at scale, enhancing customer engagement.
Collaborated with Credit Cards and Call Centre teams to launch real-time nudges for customer resolution, reducing call volumes and enhancing experience.
Implemented MLOps solution and framework to streamline model deployment, monitoring, and performance, significantly improving operational efficiency and model accuracy.
Emerging Data/AI capabilities
Driving the creation of strategic roadmap and architecture blueprints for an agentic data platform with intent to elevate role of data from passive to active.
Sr Vice President. Consumer Banking Group
DBS Bank
04.2015 - Current
Business leader driving transformation initiatives that are defining next 3/5 years Customer engagement & Data management blueprint for DBS Consumer Banking Group across the region
Collaborate with group data & customer management leadership team to lay down 3 years strategy roadmap for CBG Customer Management platform.
Responsible for laying down & executing channel agnostic architecture blueprint enabling country teams with personalisation & customer journey engagement capability that aligns with our overarching strategy of Cognitive Banking.
Driving adoption of platform that serves as the bedrock for all personalised engagement nudges across region for consumer banking group driving $60 Mil of revenue.
Developed and rolled out governance plan in collaboration with country business heads to establish and achieve long-term & short-term business objectives.
Standardised & rolled out measurement framework to track metrics on adoption & effectiveness of customer engagement initiatives across the region.
Identify & collaborate with start-ups to drive experiments that can significantly improve customer engagement & experience.
Key Achievement:
Customer engagement revenue grew 3X over last 6 years
Enabled personalisation @scale with ~40Mn nudges per month 4X increase in last 6 years.
Data management & transformation
As a first in DBS, responsible to move CBG data into centralized future ready cloud architecture ensuring adherence to country specific regulatory requirements, driving a bottom-line impact of $12mil towards infra, service maintenance and licenses.
Drive adoption of cloud platform by collaborating with country teams to identify use cases in consumer banking group to drive business impact.
Responsible to develop reusable data asset (Customer 360 mart) to enable AI/ML based customer engagement use cases to drive business impact @scale.
Experiment new data capabilities & solutions with a vision to democratize use of data across DBS.
General Management
Budgeting, Planning, Tracking
Present and Pitch to relevant Executive Sponsors
Hire, mentor & help grow team member.
Represent DBS on public platform as keynote speaker, panelist.
(SGP Fintec Festival, ET Brand Equity , Singapore Tourism Board)
Sr. Management Consultant (BAO)
IBM
01.2011 - 04.2015
Strategic advisor to C-Level executives with commercial responsibilities
Responsible for establishing and expanding a practice dedicated to digital experience and data. Emphasis was placed on positioning data-driven analytics and personalization as a core value proposition.
Develop MarTec and/or analytics solution offerings, which best suits client desired objectives.
Successfully closed deals exceeding $20+ million USD, managed a team of over 20 professionals, including data scientists, technologists, and business analysts.
Key Deals:
1. Store Operation Analytics and Reporting (Food & Beverage)