Experience

Carlson Analytics Lab

• United States
• Information Services
• 1 - 100 Employee

• Analytics Student Consultant

  • Jul 2023 - Present

  Minneapolis, Minnesota, United States Impact Analysis for College Readiness Program • Built a logistic regression model using 10 years of K-12 data to determine key drivers impacting post-secondary academic achievement • Delivered findings with Tableau dashboard to illustrate effectiveness of college readiness programs



Shopee

• Retail
• 1 - 100 Employee

• Data Analyst

  • Aug 2021 - Apr 2023

  Taipei City, Taiwan • Designed data pipelines and implemented ETL processes in SQL to optimize sales performance reports on 37 multidimensional metrics and improve data integrity • Analyzed transactions across 2M+ orders by aggregating data and performing customer segmentation to reduce cash levels for regulatory compliance • Created automation systems for warehouse management team, improving manual efficiency in storage tasks by 8% and facilitating returned order logistics tracking process



inline Apps

• Taiwan
• IT Services and IT Consulting
• 1 - 100 Employee

• Revenue Operations Intern

  • Feb 2021 - Jul 2021

  Taipei City, Taiwan • Developed Excel formulas to automate sales commission calculation process and reduce manual input by 55% • Analyzed monthly revenue in 5 countries and presented results to senior management • Recovered $6K+ in 3 days by identifying key delinquent merchants from billing datasets



NTU Data Analytics Club

• Taiwan
• Information Services
• 1 - 100 Employee

• Project Member

  • Sep 2020 - Jun 2021

  Taipei, Taipei City, Taiwan



PwC

• Professional Services
• 700 & Above Employee

• Audit Intern

  • Jan 2021 - Feb 2021

  Taipei City, Taiwan • Reconciled cash transaction details by collecting, cleaning, and summarizing 6K+ datasets in Excel • Reviewed inventory account by investigating client sales trends and drafted examination results