Research Interests

Computational Social Science, Computational Communication, Social Media

Education

Duke Kunshan University, Kunshan, China

B.S. in Applied Mathematics and Computational Science with a focus on Computer Sciences

Honors and Awards

Duke Kunshan UGRD Entrance Scholarship 2021

Research Experience

Duke Kunshan University, Kunshan, China

Research Assistant
Assisted Professor Charles Chang with the project: How Governments Communicate Climate Change on TikTok

• Used API and web scraping to collect environmental data from TikTok and Douyin from Jun. 2023 to Feb. 2024.
• Classified videos into environmentally related and unrelated, then categorized them further using a fine-tuned Large Language Model.
• Created charts on different countries and environmental issues over time.
• Completed paperwork and submitted to American Geophysical Union (AGU) 2024 conference.

Duke Kunshan University, Kunshan, China

Research Assistant January 2023 - July 2023
Assisted Professor Yuen Yuen Ang and Professor Charles Chang with the project: Ambiguity and Clarity in China’s Adaptive Policy Communication

• Updated the data workflow
• Used API from Peking University Law School’s website to get Excel databases for the period from 1949 to 2021 in China.
• Used Python jieba library (NLP Model) to extract keywords from legal texts, applying a comprehension method to filter these keywords.
• Applied Bayesian classification algorithms to categorize vocabulary within legal documents.
• Created charts based on different leaders’ terms in office using pandas library in Python.

Projects

Abstract Band website [Web], [Code]
Introduction to my band in Duke Kunshan University along with some of our works

Life Restart Game [Web], [Code]
An interesting storytelling game

Mini Amazon project [Sample Code]
Database System class project

Digitizing Rivers and Water Systems in Jiaxing, China [PDF]
A data visualization of Water Systems in Jiaxing using QGIS

Working Experience

AstraZeneca China, Shanghai, China

Big platform data analyst

• Participated in the development and compilation of the AI self-lecture scoring system of AstraZeneca University, fine-tuned the examination questions and answer results using a large language model. (The AI scoring system simulates the real scene of medical representatives visiting customers, scoring the quality of key information transmission, which reduces labor costs, avoids cheating in examinations, and improves teaching quality.)
• Used Power BI to design the billboard of AI self-talk meetings in AstraZeneca University, screening scores of more than 10,000 delegates according to regional and line managers.
• Used SQL and Excel to store and process data such as AI self-lecture, questionnaire filling quality, comprehensive evaluation performance of Avatar learning platform, teaching quality evaluation of AZU teachers, and maintained daily needs.

Allelink China, Jiaxing, China

Product Manager

• Utilized Axure to design and develop the skipping and marathon competition sections of the Fitness Enthusiast mini-program.
• Applied SQL and data analysis skills to contribute to the design of a sports data dashboard.
• Collaborated with hospitals to store exercise and health data in the company’s database through medical instruments using Power BI.

Leadership

Duke Kunshan University, Kunshan, China

President of the Pop Music Club

• Organized Duke Kunshan University Singer Contest, inviting hundreds of faculty and students to participate, expanding the scale of the competition, gaining significant influence on campus.
• Utilized live streaming platforms for real-time competition displays, enhancing the visibility and participation of the event.
• Organized professional judges to participate in the selection process, improved the competition format, and ensured fairness.

Computer Skills