Elysia Selena Alston
Hello! I’m Elysia Selena Alston, a Data Science and Analytics undergraduate at the National University of Singapore, pursuing a second major in Communications and New Media.
About
Hello! I’m Elysia Selena Alston, a Data Science and Analytics undergraduate at the National University of Singapore, pursuing a second major in Communications and New Media. I’m naturally curious about how things work, especially when people, data, and decision making intersect. I’m drawn to work that feels meaningful, and I’m motivated by using data to understand real-world problems and inform thoughtful choices.
As I continue to grow, I aspire to transform data into practical and meaningful insights that can drive better decisions and tangible impact.
- 1 year's experience
- Joined May 2026
Languages
- EnglishAdvanced
Industry experience
- Software & Internet
- Education
- Media & Entertainment
- Gaming
- Professional Services
More experts in Singapore, Singapore
Work experience· 5 roles
Analyze seller performance data and KPIs to identify trends and support commercial and content-related decision-making. Build and maintain dashboards and Excel-based trackers to monitor performance, improve data accuracy, and enable clear reporting. Collaborate with cross-functional teams on target-setting, reporting, and ad-hoc analyses for business and campaign initiatives.
Conducted exploratory data analysis and feature engineering on insurance datasets to understand pricing drivers. Built and evaluated predictive models (e.g., linear regression, tree-based models, ensemble methods) to estimate insurance outcomes. Balanced model performance with fairness considerations, focusing on practical insights.
Co-led ensemble operations with the President, coordinating practices and events for 28+ members, ensuring smooth execution and active participation. Drafted proposals and initiated partnerships to expand collaborations and enhancing public engagement.
Education
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