Data Science Business Analyst

ZI–YI HUANG

Education

Rice University Houston, Texas

Master of Science in Data Science Aug. 2024 – Dec.2025

Relevant Coursework: Operation Management, Quantitative Operations, Big Data Management National Taiwan University (NTU) Taipei, Taiwan

Bachelor of Arts in Economics Sep. 2018 – Jan. 2024

Specialization Program in Smart Built Environment GPA: 3.6/4.0

Relevant Coursework: Energy Economics, Manufacturing Data Science, Computational Statistics Eberhard Karl University of Tübingen – Exchange Program Tübingen, Germany

Honors : Baden–Wu rttemberg Scholarships Sep. 2022 – Sep. 2023 Internship Experience

Wisdomhall Taipei, Taiwan

Business Analyst Assistant Feb. – July 2022

Analyzed customer purchase history and website interactions using Excel, increasing subscriptions by 4%.

Conducted market analysis, identifying opportunities and market strategies.

Developed a Random Forest model to predict customer churn with Python, improving retention by 15%. Junyi Academy Taipei, Taiwan

Product Manager Intern Jan. – Aug. 2022

Streamlined product development with Agile methodologies, reducing throughput time by 13%.

Implemented a user feedback system for sentiment analysis with NLP, increasing 8% satisfaction scores.

Produced video guides with 10,000 views, enhancing user engagement by 10%. Leadership Experience

Taiwan Power and Energy Engineering Association Taipei, Taiwan Student member Sep. 2021 – Jan. 2024

Collaborated on energy sustainability conferences, and promoted innovative energy tech and policy.

Promoted sustainable energy events via social media, successfully engaging 10,000+ individuals. NTU Art Club Taipei, Taiwan

President Feb. 2019 – Aug. 2020

Organized and led a team of 40+ members to host 10+ workshops, increasing club membership by 20%.

Expanded an online fan club to 2000+ followers and secured $700 sponsorships from local businesses. Awards

Collide Hackathon-2nd Place & Best AI Use Houston, Texas AI-Powered User Profiles-Team Lead Sep. 2024

Deployed an AI-driven user profiling platform with Python & OpenAI to deliver personalized user profiles. Skills

Programming: Python, MySQL, R, MATLAB, Git, Excel, SPSS, Tableau, PowerBI

Scientific–libraries: PyTorch, TensorFlow, Scikit–learn, Beautiful Soup, Seaborn, Matplotlib, Plotly

Languages: Mandarin (native), Taiwanese (native), English (fluent), German (intermediate)

Phone: 979-***-**** Email: ****@****.***

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