EDUCATION

我的學習背景My education helps me understand business, data and management at the same time.

我先從 Economics 和 Statistics 建立分析基礎，再透過 Management 和 Operations 補強 business communication、流程改善與跨部門協作能力。I built my analytical foundation through Economics and Statistics, then strengthened business communication, process improvement and cross-functional collaboration through Management and Operations.

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Sep 2016 – Jun 2021

University of Toronto

Bachelor of Science · Economics and Statistics Double Major

在 University of Toronto，我主修 Economics 和 Statistics。Economics 讓我理解市場、需求、價格、資源配置與商業決策；Statistics 則訓練我用資料、機率、模型和統計推論來看問題。At the University of Toronto, I double-majored in Economics and Statistics. Economics helped me understand markets, demand, pricing, resource allocation and business decision-making; Statistics trained me to approach problems with data, probability, models and statistical reasoning.

這段背景讓我後來在工作中不會只看 dashboard 數字，而是會追問：這個 trend 是否合理？這個差異是 business driver、data issue，還是 rule change？This background shaped how I work: I do not just look at dashboard numbers; I ask whether a trend makes sense and whether a variance is driven by business behavior, a data issue or a rule change.

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Jan 2023 – Jun 2024

Singapore Management University

Master of Science in Management · Operations Track · GPA 3.92 / 4.0

在 SMU，我選擇 Management 的 Operations Track，是因為我希望把技術和資料能力轉成 business 可以理解、可以使用的能力。At SMU, I chose the Operations Track within Management because I wanted to translate technical and data capabilities into language and solutions that business stakeholders can understand and use.

這段學習讓我更重視 process improvement、project management、cross-functional communication 和 management presentation。This program strengthened my focus on process improvement, project management, cross-functional communication and management presentation.

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