Chen Xin Liao
Education
National Taipei University of Technology (NTUT)
Master of Science in Information and Finance Management • Sep 2020 - Aug 2022
- Current GPA: 4.0
- Relevant Course work: Social Media and Chatbot System Design, Soft Computing.
National Taipei University of Technology (NTUT)
Bachelor of Science in Information and Finance Management • Sep 2016 - Jun 2020
- Relevant Course work: Industrial Big Data, Introduction to Big Data, Artificial Intelligence, Deep Learning, Data Structures, Python Programming.
Project Experience
Thesis • Jan 2021 - Present
Applying Distributional Reinforcement Learning to Options Spread Strategy
- Implement distributional reinforcement learning to estimate the probability distribution of price movement and use the result to deploy an automated trading system on an options spread strategy. Python and PyTorch do this work.
Senior Project at University of Cincinnati • Jan 2020 - May 2020
Speed Detection with YOLOv3
- This project develops a speed detection system on videos by OpenCV and Python.
Senior Project at NTUT• Jan 2019 - Dec 2019
Using Deep Reinforcement Learning to build a passive investment portfolio
- Create new ETFs by deep reinforcement learning that automatically rebalances the elements in the portfolio. Python, Pandas, and Keras finish this project.
Technical Skill
- Python
- C/C++
- R
Machine Learning Framework
- Pytorch
- Scikit-learn
Certificates
- Python 101 for Data Science - IBM
- Neural Networks and Deep Learning - DeepLearning.AI
School Experience & Internship
Exchange Student • University of Cincinnati
Studied at the University of Cincinnati in Computer Science as an exchange student in Spring 2020, with NTUT providing full financial support for selected students.
Jan 2020 - May 2020
Intern • itradeidea
Assist the company in transforming trading strategy from Multichats to python, and develop a new trading module for python users.
Sep 2019 - Dec 2019
Visit Student • University of Cincinnati
Completed a course in Industrial Big Data at the University of Cincinnati in Summer 2019, with NTUT providing full financial support for selected students.
Jul 2019 - Aug 2019
