Vincent
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Bio
Experience
Papers
Financial Data Science Blog
Experience
Machine Learning Researcher
RBC Borealis
January 2025 – Present
Postdoctoral Research and Teaching Fellow
University of British Columbia
March 2024 – December 2024
Teach machine learning and statistics courses for the Master of Data Science program.
Supervise students on industrial projects.
Education
PhD in Statistical Machine Learning
University of Alberta
September 2019 – December 2023
Research on offline reinforcement learning.
PhD Thesis
MSc in Statistical Machine Learning
University of Alberta
September 2017 – August 2019
GPA: 4.0/4.0
Courses included:
Reinforcement Learning Theory
Bandit Algorithms
Differential Privacy
Statistical Inference
Regression Analysis
MSc Thesis
Bachelor of Business Administration
National Taiwan University
September 2012 – January 2017
GPA: 4.0/4.3
Courses included:
Machine Learning Foundations
Econometrics
Optimization
Financial Engineering
Skills & Hobbies
Technical Skills
Python
R
Hobbies
Golf
Snowboard
Awards
Borealis AI Fellowship
∙ September 2021
Alberta Graduate Excellence Scholarship
∙ September 2020
Languages