Work Experience
Institution of Political Science, Academia Sinica
Research Assistant Mar 2022 - Present
- Engineered datasets and conducted statistical analysis on crossânational data from twelve East Asian countries using Python and R, contributed to a publication at the Asian Barometer Survey Conference 2023
- Developed and curated a 2-million-entry news database from China's People's Daily. Trained classification models using PyTorch and RoBERTa framework, achieving 96% accuracy in identifying international news
- Developed and maintained an events database on UK-Germany relations, consolidating a comprehensive resource and literature reviews for the book project and regularly reporting progress to the team
Department of Computer Science & Information Engineering, National Taiwan University
Research Assistant Aug 2024 - Present
- Optimized research design and evaluated bias in LLMs (GPT, LLaMA) using the Retrieval-Augmented Generation (RAG) framework, incorporating social science experimental methodology
- Curated and analyzed 1000+ paired human-AI annotated datasets, developed visualization tools for bias assessment, contributing to a paper submission to The 31st International Conference on Computational Linguistics (COLING)
Institution of Sociology, Academia Sinica
Research Assistant Apr 2024 - Present
- Analyzed 600+ WTO Dispute Settlement Body cases and 8000+ documents using social network analysis uncovering key patterns and relationships between countries
- Designed data pipeline from scratch, including web scrapping, text pre-processing, and data analytics, improving data accessibility for further research
Operation Planning & Admin. Division, First Bank
Intern Jul 2020 - Aug 2020
- Conducted qualitative data collection and developed strategic recommendations to enhance digital bank user experience, earning recognition from management
- Managed survey data collection and conducted literature reviews to optimize ATM user experience
- Initiated and organized an experience-sharing session on project management for 50+ interns, fostering strong relationships between the interns and the company
Bonny Worldwide
School Ambassador Feb 2020 - May 2020
- Orchestrated targeted outreach efforts to drive registrations and product trials for Bonny's app
- Presented and articulated Bonny's brand value and products to the NTU PoliSci department team
National Audit Office R.O.C (Taiwan)
Intern Oct 2019 - Nov 2019
- Translated complex international manifestos from INTOSAI and EUROSAI, as well as two news articles from the National Audit Office, R.O.C.(Taiwan), facilitating specific projects or initiatives
- Provided proposal development and logistical arrangements for a successful seminar and Provided comprehensive administrative support, optimizing office operations with a keen eye for detail