KUANG-YUAN YANG
0972966696 • [email protected]
Excel, SQL, Python, Google Analytics, Data Studio, Tableau
Education
National Taiwan University, Sep 2015 ~ Jun 2020
Bachelor of Arts, Major in Economics, Minor in Mathematics
- GPA : 3.92 / 4.3
- Academic Excellence Award: 2017 Spring semester, 2017 Fall semester, 2018 Spring semester
Work Experience
Mandatory Military Service, Mar 2021 ~ Jul 2021
LINE Taiwan Limited (dispatched), Aug 2020 ~ Mar 2021
Data Analysis Assistant (part-time), EC Retail Sales team
- Tracked campaign results and optimized promotions by analyzing traffic, GMV, and net profit data
- Measured the effectiveness of sales promotion activities using statistical models
- Built and maintained dashboards for monitoring key metrics of business performance
- Resource Allocation Optimization Project
- Collaborated with PMO (Project Management Office) and Data team
- Optimized marketing resource allocation to increase Net Profit by building optimization models
- Aligned optimization objective with practical constraints, such as marketing campaigns
- Collaborated with PMO (Project Management Office) and Data team
- Optimized marketing resource allocation to increase Net Profit by building optimization models
- Aligned optimization objective with practical constraints, such as marketing campaigns
Project Experience
COVID-19 Dashboard, May 2021 ~ June 2021
- Dashboard link: https://reurl.cc/KAQ7me
- Automatically update data sources from JHU CSSE COVID-19 Data
- Built automated dashboard with Python, Google Cloud Platform, and Data Studio
Telecom Customer Churn Prediction Project, Oct 2019 ~ Jan 2020
- Collaborated with Asia Pacific Telecom (Course group project)
- Identified key factors influencing customer turnover with statistical analysis
- Built statistical model to predict customer churn (with 92% accuracy)
Skills
- Languages: Native Mandarin Chinese speaker; Fluent in English (TOEFL: 105/120)
- Quantitative Abilities: Data visualization, A/B testing, Statistical modeling, Optimization modeling,
