Bachelor of Science (BSc) in Management Information Systems
Cumulative GPA: 3.84/4.3
Work Experience
NCCU
Teaching Assistant - Text Mining Applications in Business
Sep, 2022 - Jan, 2023
• Created comprehensive course outline and syllabus for the entire semester, and conducted presentations and arranged the course content for the teacher's delivery.
• Managed the financial aspects and budget for the course.
• Designed homework assignments for students and prepared the examination paper. Supported post-class interactions with students to establish a solid foundation in text mining and NLP.
NCCU
Teaching Assistant - Programming Language II
Feb, 2022 - Jun, 2022
• Created the primary focus for the course: impart knowledge in Java programming and Object-Oriented Programming (OOP).
• Engaged in discussion sessions and addressed queries raised by the students.
Research Experience
Institute of Information Science, Academia Sinica
Research Assistant (full time)
Jul, 2023 - Now
• Test Read and summarized papers related to long document summarization. Designed and conducted experiments accordingly.
• Investigate and conduct experiments with large language models (LLMs).
• Employ Python for performing natural language processing (NLP) analysis.
• Author and peruse papers related to natural language processing (NLP).
• Submitted written paper “Divide and Conquer: Exploring Very Long Text Summarization with Large Language Models” to AAAI.
NCCU - Service Science Research Center
Research Assistant
Jan, 2021 - Feb, 2023
• Organized the study of Lin, YL., Chien, SY., Su, WC. et al.'s study titled "Coding peekaboom: a gaming mechanism for harvesting programming concepts" published in the journal 'Educational Information Technology' in 2022, accessible at https://doi.org/10.1007/s10639-022-11337-5 for review.
• Conducted literature reviews and identified suitable journals for potential publication. Performed journal research, thesis discussion and structure adjustment to submit paper.
• Developed course content for Chunghwa Telecom employees, covering voice-to-text, auto summary, web crawler, and sentiment analysis.
NCCU Risk and Insurance Research Center
Research Assistant
May, 2022 - Dec, 2022
• Compiled and organized content related to biometric identification, Generative AI, and user authentication to support research and knowledge dissemination efforts.
Skills
Programming: Python, Java, C#, Swift
Web general: Django, Bootstrap, jQuery
Data Analysis: NLP, Machine Learning, Deep Learning