“Research never stops”

About Me

I’m currently a machine learning engineer at SinoPac Holdings, and I’m also a first-year Ph.D student at Graduate Institute of Networking and Multimedia, National Taiwan University, but I have postponed the degree now. 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 focus in Financial Machine Learning, pursuing the goal of utilizing machine learning techniques to solve empirical problems in financial markets such as return predictability, asset allocation, etc. Besides, I’m also researching on Tabular Neural Network, where I aim to build a foundation tabular model with cross-data pre-training.

News

  1. I will Join IR Lab advised by Pu-Jen Cheng as a first-year Ph.D. student as NTU GINM
  2. My proposal “Plug-and-Play Analysis for Understanding Deep Learning Models” has been accepted by COSCUP2025, see you on 8/9-10 in NTUST!
  3. Our Team SinoPac Turing ranked top 0.9% in JaneStreet Real-Time Market Data Forecasting competition (Jan. 2025). Education
  • Ph.D. student @ GINM, National Taiwan University (NTU) | 25.09 - (Expected)
  • M.S. @ Money & Banking, National Chengchi University (NCCU) | 22.09 - 24.06
  • B.A. @ Public Finance, National Chengchi University (NCCU) | 18.09 - 22.06

Working Experience

  • Machine Learning Engineer @ Turing Team, SinoPac Holdings | 24.07 - Present
  • Graduate Research Assistant @ NCCU | 23.11 - 24.06
  • Data Scientist Intern @ AI Team, iKala Interactive Media Inc. | 23.03 - 23.11
  • Research Consultant Intern @ WorldQuant LLC. | 22.11 - 23.03

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