At straitPay, I analysed internal data and optimised operational workflow process charts to support the evolution of online payment products. I translated findings into process-improvement recommendations and presented analysis to stakeholders.
At The Circumspect Ltd., I designed data-gathering processes and cleaned and validated information from multiple sources. My reports and insight summaries helped consulting clients and senior stakeholders identify trends for business strategy.
At Hugo Technologies, I produced labelled datasets for machine learning models and applied quality checks to maintain data integrity. My work also included documenting annotation methods and using AI tools to streamline workflows.

