Available to hire
Data analyst and data scientist focused on fraud analytics, machine learning, and scalable data pipelines. I build detection rules, attrition/prediction models, and dashboards that help teams make faster, safer decisions.
I also automate workflows end-to-end using Python and low-code tools, bridging technical and non-technical stakeholders to deliver production-ready analytics and security outcomes.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Language
Work Experience
Data Scientist – Fraud Analytics at Mastercard
April 1, 2026 - October 1, 2026Investigated account-takeover (ATO) attacks by designing, testing, deploying, and monitoring fraud detection rules across Dev, QA, and Production environments. Used AWS RedShift and Athena for analytics, and Splunk plus Python for investigation and operational monitoring. Collaborated with clients to drive security outcomes and strengthen cybersecurity posture. Documented change requests and analysis findings, and delivered monthly cybersecurity reporting. Participated in PagerDuty on-call rotations and incident response.
Data Analyst at X-Inc Pte Ltd
November 1, 2021 - April 1, 2026Built a machine learning model for customer-SKU churn prediction (regression). Developed an AI agentic web application for automated product recommendations, reducing human effort from about two weeks to roughly one hour. Built and maintained data pipelines supporting machine learning and analytics, including Power BI Service integration. Designed dashboards and delivered KPI reporting to internal and external stakeholders. Implemented integrations for the AI web application (e.g., Shopify). Created automations using Python, Power Automate, and n8n to streamline reporting and workflows. Led ERP-related technical delivery activities as a bridge between technical and non-technical stakeholders for Microsoft Dynamics 365 development and onboarding of new tech solutions/partnerships.
Education
Diploma in Cybersecurity at Singapore Polytechnic
April 1, 2023 - November 1, 2025Associate Data Analyst at NTUC Learning Hub
January 1, 2021 - August 20, 2026Qualifications
Google Advanced Data Analyst
January 1, 2025 - August 20, 2026Diploma in Cybersecurity
April 1, 2023 - November 1, 2025Google Advanced Data Analyst
January 1, 2025 - August 20, 2026Associate Data Analyst
January 1, 2021 - August 20, 2026Industry Experience
Financial Services, Professional Services, Software & Internet, Transportation & Logistics, Consumer Goods, Manufacturing, Other
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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