Experience
Associate Director, GWM – Senior Business Analyst, AI & Transformation
2025-01 – Present
UBS AG
Rolled out an AI-powered agentic case manager that transforms periodic KYC review process in wealth management division
- Engaged with stakeholders from front and middle office to map out current onboarding and periodic KYC review process and facilitated workshops to design AI-powered future state.
- Led junior BAs in crafting user stories and acceptance criteria in Gitlab.
- Partnered with UI/UX design and dev teams to build an agentic case manager covering end to end onboarding and periodic KYC review journey.
- Conducted weekly working group with SMEs to gather feedback for application development iterations.
- Delivered product demos to front-to-back-office stakeholders to promote adoption.
Associate Director, GWM – COO Integration Specialist
2023-09 – 2024-12
UBS AG
Managed data remediation project for Singapore and Hong Kong client migration. Successfully migrated all clients without any blocker due to data issues
- Designed and implemented a data remediation framework across 200+ workstreams, remediated 180k+ data breaks for client migration.
- Acted as source SME in client migration working group, provided valuable inputs in data mapping and resolved data issues identified in reconciliation during migration.
- Coordinated migration strategy reviews and artefacts validation with cross-functional teams.
- Contributed to Day 2 TOM design for SG/HK entities, including service catalogue and FTE analysis.
- Performed gap analysis across products, processes, platforms, and policies.
AVP, WM – Initiatives & Transformation
2022-05 – 2023-08
Credit Suisse AG
Managed a bank-wide client reimbursement program, reduced manpower by 50% through automation
- Managed a bank-wide reimbursement program, streamlining workflows through automation, achieving a 50% headcount reduction.
- Designed Power BI dashboards and MI reports, aligning data visualization with business needs.
- Introduced Jira for change governance, enhancing project oversight and stakeholder collaboration.
AVP, IB – Business Analytics & Metrics
2020-09 – 2022-04
Credit Suisse AG
Introduce a data quality monitoring process that ensure all critical data elements are monitored and remediated according to the data governance framework
- Operationalized data quality rules that aligned with CDO policies for APAC IB ONB and CLM.
- Designed and prepared MI reports on client static data quality metrics for working group with stakeholders from IT, Ops SMEs and management.
- Automated manual tasks with Python, improving operational efficiency.
- Supported bank-wide data migration project and data remediation with third-party vendors.
Manager, Data Solutions
2017-05 – 2020-09
Dow Jones Aer Co
Led a team to conduct real-time and periodic name screening for a bank and automated hits review processes
- Led a team of 8 analysts conducting real-time and periodic name screening for a major financial institution.
- Automated processes and produced MI reports for SLA and capacity tracking.
- Provided actionable insights for system calibration and UAT during client’s name screening system migration.
Data Analyst
2016-10 – 2017-04
Dow Jones Aer Co
Performed name screening hit review and improved review accuracy with automation
- Performed periodic name screening; analysed large datasets to improve review accuracy and efficiency.
Executive (Research & Publication)
2015-12 – 2016-09
Singapore Chinese Chamber of Commerce & Industry (SCCCI)
Conducted market research and provided useful insights to the relevant government agencies for policy making
Personal Banking Associate
2015-02 – 2015-08
United Overseas Bank Limited (UOB)
New client acquisition and financial planning
Skills
Tools: Microsoft Office Suite · Power BI · Visio · SharePoint · Gitlab · Flowable · G Suite
Programming: VBA · Python · SQL · Google Apps Script
Other: Project Management · Data Governance · Automation · Stakeholder Management
Language: English · Chinese