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About Me

I am currenly a graduate student at National University Singapore in the Master of Science in Business Anaytics program.

My enthusiasm for business analytics was originally ignited during my exchange at Erasmus Universiteit Rotterdam. I collaberated with students from France, Netherlands and Belgium in deeply studying consumer preference of audio speakers in the European market using analytical tools. Since then, I was fascinated by the power of analytics. Now, I held hands-on working experience in the field of analytics with exposure to data warehouse management and marketing. When working at Teradata and eBay, I mastered the use of Python, R, SQL, Tableau in addressing real-world business problems.

In my free time, I like to read, cook and play flute. I am also an online writer.

Interests

  • Machine Learning
  • Marketing Analytics
  • Data Visualization

Education

  • MS in Business Analytics, 2021

    National University of Singapore

  • BA in Economics, 2020

    Shanghai University of Finance and Economics

Key Skills

R

Python

Statistics

SQL

Tableau

Leadership

Experience

 
 
 
 
 

Business Analytics Intern

eBay

Dec 2019 – Jun 2020 Shanghai, China

iCBT Buyer Analytics Team, China Analytics Center

  • Forecasted active buyer number and GMB in four regions (APAC, Latam etc.) using analytical models and reported to Finance department on a monthly basis
  • Generated data reports such as Buyer Funnel Dashboard with R and Java to achieve the weekly tracking of website traffic and user sessions for internal stakeholders
  • Set up automation jobs to refresh dashbord data and update weekly reports using R and Hive SQL
  • Migrated 10+ anaytical pipelines and reports to Hadoop
 
 
 
 
 

Assistant Developer & Data Analyst Intern

Teradata

Mar 2019 – Jun 2020 Shanghai, China

  • Extracted data from Enterprise Data Warehouse for 4 bank-level business requirements by utilizing ETL tools and SQL
  • Delivered the Credit Card Customer Segmentation project; manipulated data with Python Pandas and NumPy package
  • Created customer persona out of 100,000+ customer records by using Tableau; communicated key findings with the credit card department through cross-department meetings to facilitate customer service refinements
  • Identified 15 customer groups using K-means Clustering, greatly increasing the hit rate of precision marketing by 17%
 
 
 
 
 

Risk Management Intern

China Construction Bank (CCB)

Jul 2018 – Aug 2018 Jiangsu, China

  • Gathered data and performed statistical analysis in Excel for consumer loan projects
  • Implemented individual credit models such as Credit Scoring Model, sustaining risk below the bank’s monthly target
  • Fully analyzed 20+ risk regulation cases in regard to consumer loan
  • Drafted 2 loan servicing reports and gave presentations to risk manager as the intern representative in department meetings

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