

Senior Product Manager with 20+ years leading enterprise-scale digital transformation across Private Banking, Wealth Management, Investment Banking, and Retail Banking. Brings an AI-first mindset to product leadership, backed by hands-on training in AI product strategy, prompt and context engineering, and Retrieval-Augmented Generation (RAG) and agentic AI concepts through the AI Generalist Accelerator Program. Uses AI-assisted prototyping to accelerate product discovery and validate MVPs ahead of engineering build-out, while partnering with technology, architecture, and data teams to turn AI capabilities into enterprise-ready products.
International Private Banking / Asset Wealth Management
Tribe Lead - Digital Doc Delivery, COB, KYC & Life cycle Management
AI Product Innovation & Prototyping
▪ Brought an AI-first approach to internal product development, using the firm's enterprise LLM suite to rapidly prototype business applications and validate concepts ahead of formal engineering build-out.
▪ Independently designed and built multiple internal business portals through AI-assisted (“vibe-coded”) development — creating front-end interfaces, business rules, and request/response API logic — with roughly 80% of application functionality completed before handoff to engineering for hosting, security hardening, and integration.
▪ Applied prompt engineering to iteratively refine AI-generated code and business logic, shortening the path from idea to working prototype.
▪ Currently extending this practice through the AI Generalist Accelerator Program (2026), applying training in context engineering, RAG fundamentals, and agentic workflow design to ongoing product initiatives.
AI-Enabled Product Delivery
▪ Initiated and led an AI-enabled self-service platform for paperless eligibility determination, leveraging enterprise LLM capabilities to deliver explainable decisioning — reduced production queries by 50%, accelerated discrepancy resolution by 50–70%, and achieved 80% user adoption.
Core Product Leadership
Client: UBS Bank, Singapore Nov 2015 – Feb 2018
Department : 1WMP – Credit Risk Control (CRC), Operations Change Group
· Act as a link between the business divisions and the solution providers for all aspects of identifying, testing and implementing Bank's Credit Risk Applications and Solutions. And leading the migration program.
· Solid experience in Credit risk process within Wealth Banking – that includes facility limit setting and exposure management, risk mitigation & collateral management, pledging, credit sanctioning & approval, credit risk monitoring, reporting.
Department : Derivatives Regulatory Reforms, Operations Change Group
· Participating in industry working forums run by ISDA, DTCC etc. to provide feedback on various regulatory consultation papers issued by various regulators.
· Work closely with the APAC Derivatives Regulatory Reform (DRR) Program lead to ensure that risks and issues are highlighted and escalated in a timely fashion for decision in project working groups or Steer Cos.
Client: Credit-Suisse, Singapore Feb 2014 – Oct 2015
Position Title : Senior BA - Digital Private Banking ( DPB), Client Reporting
· Involved in implementation of Derivative (DX) module and impact analysis from Front Solutions and Client Reporting perspective. Which involves product such as OTC Security Options, Listed Futures and FX Exotics. Main applications includes Temenos T24 and Wealth Manager, Assentis.
· Handling requirements with respective to data mapping, MTM and Performance calculations, portfolio holdings, Transactions, graphs and report content.
Treasury Convergence: Money Market, Foreign Exchange, Option Pricer, and URS.
Structured Products: Equity Linked Notes (ELN), Dual Currency Notes (DCN), EYA, MLA, etc.
Product Lifecycle Management / Business Analysis
Data-Driven Decision Making– [Alteryx data analytics tool]
Agile Methodology / Change Management
Stakeholder management / Cross functional leadership
Client Onboarding, KYC & Client Lifecycle Management
Digital Initiatives & Cost Savings
Deposits, Derivatives (FX/EQ/FI) & Structured Products
Derivatives Regulatory Reporting
Digital Private Banking and Client Reporting
Credit Risk Control
Mutual Funds, Insurance
Product roadmapping
Product development
Cross functional leadership
Design thinking
Customer research
Stakeholder management
Product lifecycle management
Negotiation
Partnership building
Product marketing
AI-first product strategy
MCPs & Skills
LLM
RAG
Agentic AI
Generative AI
Represented Engineering University in Cricket.Competes in the Singapore Cricket Association league.