About me (Registered since 22/05/2025)
I’m a seasoned Risk & Data Analytics professional with 16+ years of experience helping organizations manage risk through data-driven insights, standardized metrics, and scalable reporting frameworks. My work spans Banking, Fintech, Payments, On-demand Services, and E-commerce — with a focus on building risk infrastructure that supports strategic decision-making.
I’ve led global initiatives to transform risk reporting, implement GRC frameworks, and align performance monitoring with business goals. My expertise includes regulatory compliance, fraud analytics, KPI governance, and reporting to Risk Committees and senior leadership.
With cross-functional experience across ASEAN, MENA, the UK, and the US, I bring a strong mix of strategic thinking, operational know-how, and stakeholder influence — always focused on making risk data clearer, actionable, and business-aligned.
Core Focus Areas:
🔹 Risk Data Strategy & Reporting
🔹 Metric Standardization & Performance Monitoring
🔹 GRC & Regulatory Compliance
🔹 Fraud & Compliance Analytics
🔹 Global Stakeholder Engagement
Tech Skills
Portfolio
Education
- October 2023 - June 2025
- August 2001 - July 2005
Work Experience
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February 2024 - Present
Flutterwave, Singapore
Head – Risk and Compliance Analytics
- Leading the Risk and Compliance Analytics team at Flutterwave, delivering comprehensive MIS solutions for Senior Leadership Team and Board Committees.
Developed a unified data strategy integrating fraud, chargeback, and risk priorities, enabling 40% faster escalation and decision cycles. - Introduced early warning systems for Buyer and Seller Risk teams to proactively detect and address fraudulent activity, decreasing incident response time by 30%.
- Partnered with Sales, Expansion, Merchant Onboarding, and Operations to define analytics priorities; co-developed visual dashboards and KPIs aligned to functional OKRs.
- Designed and led deployment of a dedicated Risk Data Mart; reduced manual reporting effort by 60%.
- Coached internal teams and external vendors on data adoption, visualization, and reporting frameworks.
- Leading the Risk and Compliance Analytics team at Flutterwave, delivering comprehensive MIS solutions for Senior Leadership Team and Board Committees.
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February 2022 - December 2023
GoTo Group – GO-JEK Singapore, Singapore
Risk Manager - Metric and Foresight
- Lead the Risk Metrics and Foresight team at GoTo Risk Analytics, responsible for delivering end-to-end reporting solutions for Senior Management, Board Committees, and regulatory submissions.
- Delivered enterprise-wide 360° Risk Views dashboards supporting Board and committee reports.
- Partnered with Data Science, Business Risk, Compliance, Audit, and ERM to drive end-to-end metric governance framework.
- Scaled self-service BI capability across 5 teams, enabling 95% automation of recurring reports.
- Mentored 4 analysts and drove OKR-aligned adoption of metric maturity models.
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April 2017 - February 2022
Standard Chartered Bank, Singapore
Operational Risk Manager – MI and Risk Reporting
Winner of GEMS awards (Going extra miles awards) – 2020 and 2019
- Standardized Risk Information reports across 60+ countries and 10+ business functions, improving consistency and visibility in global risk operations.
- Automated the entire Risk Reporting process, boosting turnaround time by 85% for Group and Country Risk Committees.
- Designed global Hadoop-based data lake for scalable risk insights and streamlined data engineering processes.
- Led cross-functional training on intuitive risk visualization, enabling executive data literacy across ASEAN, MEA, and UK regions.
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October 2014 - March 2017
Kelly Services (Client - Standard Chartered Bank), Singapore
Senior Business Consultant
- Spearheaded the implementation of self-service reporting solutions using Tableau Enterprise Server, supporting 2,500+ global users and promoting a data-driven culture.
- Migrated legacy reporting to interactive dashboards, reducing ad hoc request load by 70%.
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February 2011 - August 2012
R Systems (Client – Eastspring Investments), Singapore
Senior Software Consultant
- Led maintenance, upgrades, and migration of the SAP BO environment, while ensuring high-quality, reliable reporting solutions across multiple teams and regions.
- Designed and delivered tailored dashboards and reports (including for Financial Risk, Compliance, and Japan users), significantly enhancing data accessibility, regulatory compliance, and executive decision-making.
- Played a key role in major initiatives like rebranding and reporting infrastructure updates, earning recognition for consistently delivering timely, high-impact solutions.
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March 2006 - November 2010
Tata Consultancy Services (Client – GE Healthcare), India
IT Analyst
Received Recognition of Excellence and Certificates of Appreciation from GE HFS Program Manager in consecutive years (2007, 2008, and 2009), reflecting a consistent commitment to excellence
- Delivered global reporting upgrades, metadata strategies, and user-centric dashboards.
- Led Siebel → Salesforce reporting migrations and Business Objects Universe design.
Certifications & Licences
- 2025
- 2023
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2023
Certified Practitioner of Human-Centered Design
Certified Practitioner of Human-Centered Design by LUMA Institute
- 2021 - 2023
- 2021 - 2023