Honor
National Taiwan University Outstanding Disadvantaged Student Scholarship 2014.
Garmin Outstanding Student Fellowship 2014, Garmin Ltd.
Outstanding Student Fellowship in Engineering 2014, Chinese Institute of Engineers.
Candidate for Presidential Education Awards2014 (Not Selected).
Lin Po-rung Alumni Scholarship for Hardship 2010, TCFSH.
Skills
Tech Stack
C++ Python R Docker Git machine learning
artificial intelligence deep learning neural networks
Work Experience
Research Assistant
Institute of Information Science, Academia Sinica • March 2014 - May 2019
⚬ Conducted independent research on ML/AI for financial trend modelling and trading algorithms.
Education
National Taiwan University
Master of Science, Communication Engineering• 2014 - 2018
Thesis: An Empirical Study on Day Trading Strategies for TAIEX Futures: A State Space Model Based Detrended Price Oscillator Trading Strategy.
National Chung Hsing University
Bachelor, Electrical Engineering • 2011 - 2014
GPA: 3.89/4.0; 89.81/100, Ranking: 5/102 in the Dept.
Project on PAPR Reduction on An OFDM System (2013) Advisor: Hou-Shou, Chen.
National Changhua University of Education
Attended, Computer Science and Information Engineering • 2010 - 2011
GPA: 3.92/4.0; 90.36/100, Ranking: 1.
Licenses & Certifications
Summer Student of “Mathematical Signal Processing and Data Analysis”
Institute of Mathematics, Academia Sinica, Taipei City, Taiwan
Issued August 2014 · No Expiration Date
Summer Student of “Mathematical Finance
Institute of Mathematics, Academia Sinica, Taipei City, Taiwan
Issued August 2013 · No Expiration Date
