About Me

I’m currently a research scientist at SinoPac Holdings, and I’m also a first-year Ph.D student at Graduate Institute of Network and Multimedia, National Taiwan University. Previously, I obtained my M.S. in department of Money & Banking, National Chengchi University advised by Kendro Vincent and B.A. in department of Public Finance, National Chengchi University. My current research interests are Generative Retrieval and Financial Machine Learning.

News

  1. I will hold 3 courses about Financial Machine Learning with Jia-Wei Liao together at NTNU in 2026SS semester!
  2. I will Join IR Lab advised by Pu-Jen Cheng as a first-year Ph.D. student at NTU GINM
  3. My proposal “Plug-and-Play Analysis for Understanding Deep Learning Models” has been accepted by COSCUP2025, see you on 8/9-10 in NTUST! Slide
  4. Our Team SinoPac Turing ranked top 0.9% in JaneStreet Real-Time Market Data Forecasting competition (Jul. 2025).

Education

Jun. 2025 - Present
Ph.D. in Computer Science
National Taiwan University
Sep. 2022 - Jun. 2024
M.S. in Financial Engineering
National Chengchi University
Sep. 2018 - Jun. 2022
B.A. in Public Finance
National Chengchi University

Working Experience

Jul. 2024 - Present
Research Scientist
SinoPac Holdings AI Lab
Nov. 2023 - Jun. 2024
Graduate Research Assistant
National Chengchi University
Mar. 2023 - Nov. 2023
Data Scientist Intern
iKala AI Lab
Nov. 2022 - Mar. 2023
Research Consultant Intern
WorldQuant LLC.

Academic Club

  • 24, 25th Mentor @ Algorithm Trading team, TMBA | 23.07 - Present
  • 5th Director of Academic Affairs @ NTU DAC | 23.06 - 24.06

Teaching Experience

  • Interpretable Machine Learning @ TMBA
  • Python Data Analysis Workshop (I)(II) @ NTU DAC
  • Text Mining Workshop @ NTU DAC
  • Computer Programming Teaching Assistant @ NCCU
  • Econometrics (Graduate Level) Teaching Assistant @ NCCU
  • Financial Econometrics & Machine Learning Teaching Assistant @ NCCU

Special thanks to Angela (游孟純) for always supporting me <3