Experience
Ping An Technology
Data Mining Engineer Intern · Jun 2018 to Aug 2018
Extracted more than 100,000 data samples from the company’s database using SQL, and classified customer data using decision tree machine learning method with Python in order to categorize bank customers and optimize ad delivery.
Established a data preprocessing workflow with Spark to save 4 hours per week for each team member by learning Scala language quickly.
SanPower Group
Business Intelligence Analyst Intern · Jan 2018 to Feb 2018
Supported CTO to integrate machine learning and artificial intelligence into the company’s infrastructure.
Built an ARIMA time series model to predict cellphone sales of SanPower Group, reduced prediction errors from 13% to 5%.
Education
University of California, Berkeley
M.Eng. Industrial Engineering & Operations Research · Dec 2020
Concentration in Financial Technology
Xi'an Jiaotong University
B.E. Automation · Sept 2015 to May 2019
Artificial Intelligence · Machine Learning · Organizational Process for Business Analytics
GPA 5.0
Massachusetts Institute of Technology
Exchange · Computer Science · Aug 2019 to Dec 2019
Artificial Intelligence · Machine Learning · Organizational Process for Business Analytics
GPA 5.0
Taiwan Dong Hwa University
Exchange · Computer Science · Aug 2018 to Dec 2018
Operations Research · Marketing Management · Photography
GPA 4.0
National University of Singapore
Summer School · Computing School · Jul 2017 to Aug 2017
Analyzed e-commerce travel platform’s network effect, scale economy and retention rate. Wrote business plan for an innovative self-service tourism platform.
Projects
Cryptocurrency Market Analysis
MIT · Sept 2018 to Dec 2018
Collaborated with team members to determine data source, quantitative analysis approach, and data processing pipeline.
Used API to get over 10,000 real-time data points, and conducted various analysis including machine learning method and network analysis.
Activities
Path Academics
Teaching Assistant · Jan 2018 to Aug 2019
Assisted the professor preparing teaching classes, answered students’ question, and advised their projects.
Took charge in program coordination and bridged the communication gap between American professor and Chinese students.
Skills
Programming
Python · R · SQL · HTML/CSS · Git
Languages
English · Chinese (Native)
Interests
Basketball · Weight Training · Table Tennis