About Me

I am currently an M.S. student in Data Science in the College of Electrical Engineering and Computer Science at National Taiwan University. My research interests include machine learning, data mining, and information retrieval.

My interdisciplinary background in business, computer science, and data science enables me to analyze business problems quantitatively and translate insights into technical solutions.

In addition to my academic pursuits, I have developed strong teamwork and leadership skills through multiple terms of service as president and as a director of student organizations. These experiences have enabled me to collaborate effectively with people from diverse backgrounds and personalities.

Education

National Taiwan University
M.S. in Data Science, College of Electrical Engineering & Computer Science
Lab: Information Retrieval Lab
Advisor: Prof. Pu-Jen Cheng
National Taiwan University
B.B.A. in Business Administration - Operations Management & Business Analytics Module, College of Management
Minor: Computer Science and Information Engineering

Research Interests

  • Machine Learning
  • Data Mining
  • Information Retrieval

Work Experience

AI & Data Analytics Intern
Logitech
Research Assistant
Institute of Statistical Science, Academia Sinica
Information Technology Intern
DBS Bank, Group Technology
Trend Analytics Intern
Inventec

Other Experience

Vice President
NTU Data Analytics Club
Teaching Assistant
[MGT1006] Programming for Business Computing, National Taiwan University
Director of Academic Affairs
NTU Data Analytics Club
Teaching Assistant
[MGT1006] Programming for Business Computing, National Taiwan University
Director of Public Relations
TEDxNationalTaiwanUniversity
President
NTU Table Tennis Club

Projects

Mapping Practice Consensus in Framework-Level Stack Overflow Communities

Mapping Practice Consensus in Framework-Level Stack Overflow Communities

A RAG-enhanced pipeline that uses LLMs, text mining, and PageRank-based authority signals to analyze and visualize community consensus in Stack Overflow React practices.

RAG (Retrieval-Augmented Generation) Text Mining Large Language Model
Aortic Valve Localization

Deep Learning for Aortic Valve Localization

A YOLOv8m-based deep learning model that accurately localizes the aortic valve on CT scans, achieving strong performance for TAVR preoperative planning.

Deep Learning Computer Vision Medical Imaging
Tainan Parking Prediction

Tainan Parking Space Prediction Model

Machine learning models that predict the number of available parking spots in specific areas of Tainan, leveraging weather forecasts and historical parking usage data.

Deep Learning Machine Learning Data Analytics
Python Tutorial

Python Tutorial — String Manipulation

Open teaching material created for the NTU Data Analytics Club (NTUDAC), covering fundamentals of Python string manipulation.

Python Tutorial
News Summary Platform

Real-Time News Summary Platform

A website that fetches, summarizes, and categorizes real-time news using a large language model API.

Web Programming Web Scraping Large Language Model
Task Prioritizer

Task Prioritizer

A side project that automates and intelligently prioritizes tasks using a large language model API and the user's Google Calendar secret address (iCal format).

App Development Large Language Model

Contact

Feel free to reach out through any of the channels below — I look forward to connecting with you.