Nurul Basyirah Aminan

Spearheaded the analysis and optimization of consumer offers and affordability programs across multiple Southeast Asia countries for Apple Inc, including Thailand, Vietnam, Indonesia, Singapore, Malaysia and Philippines.

Built and operated an automotive detailing business and led all aspects of business management. Developed strong foundations in problem-solving, communication and iterative service design — now applied to technical workflows in data science

Conducted AML investigations and transaction monitoring for Hong Kong and Macau client coverage, identifying anomalies and validating signals to support cross-border compliance and reporting

Grade: -

Activities and societies: Bitgrit Challenge (2025) and The Google Gemma 3n Impact Challenge (2025)

Participated in global AI and data science competitions to enhance technical expertise and practical problem-solving skills. Continued self-directed learning to master tools and workflows used in modern machine learning pipelines

Grade: -

Activities and societies: Fusionex Data Science Analyst Program, Fusionex AI Associate Program and Digital Leadership Program via government scholarship (Peoplelogy)

Completed part-time professional programs under a government scholarship covering data science and digital leadership

Earned AI Lean Six Sigma White Belt certification covering foundational process improvement and data-driven optimization concepts.

Grade: 3.3

Activities and societies: Reserved Officer Training Unit (Navy)

Completed a B.Sc (Hons.) in Industrial Statistics with a final-year project: "Identifying Key Behavioral Factors Influencing Donor Engagement in WWF-Malaysia's Face-to-Face Fundraising Campaign: A Multivariate and Performance-Based Analytical Approach."