Yu-Bin Chen

Biography

I have a background in business and information systems. Over the past two and a half years , I participated in two project-based research programs focusing on cybersecurity and artificial intelligence. The research outcomes led to an invited presentation at AUO Corporation and received multiple awards, including first place and honorable mentions in the InnoServe Competition. I also have over two years of experience in programming education and achieved a TOEIC score of 835.

I am currently pursuing a master’s degree in Information Management at National Central University, with my laboratory research focusing on the financial domain. I have studied and implemented strategies based on Fama–French factors, overnight returns, and broker branch trading information, and I am currently involved in an industry-academia collaboration project with Mega International Commercial Bank on the predictability and persistence of random dominance using stock characteristics and option-implied information.

Education background

Master:
- Department of Information Management, National Central University (2025/09-Present)
Bachelor:
- Fu Jen Catholic University Sophomore to Senior Year (2022-2025)GPA ： 3.97
- National Taipei University of Nursing and Health Sciences Freshman year (2021-2022)

Projects

Computer Software Vulnerability Detection System (2024/07– 2025/03)
- Award：
  - Invited to present project findings at AUO Corporation
  - 1st Place – 2024 InnoServe – Industry Cooperation Group
  - Honorable Mention – 2024 InnoServe Information Security Application Group
  - National Science and Technology Plan
  - 3rd Place – 2024 Chinese Institute of Engineers Competition – Industrial Engineering and Management – Technical Reporting Group
- Role ：
  - Conducted external vulnerability integration, internal data preprocessing, and database development
  - Built partial front-end and back-end systems, proposed automated solutions
- Tools Used ： Python-Subprocess, Python-Crawling, Flask, MySQL, Windows Task Scheduler

Automated Lunchbox Calorie Detection System (2023/07- 2024/06)
- Award： Honorable Mention – 2023 Operations Research Society of Taiwan – College Student Project Competition – Decision Analysis Group
- Role ： data labeling and integrated AI models with web pages
- Tools Used ： Flask, YOLOv4, Arduino

3. Mega International Commercial Bank Industry–Academia Collaboration Project

Role ： Responsible for cross-time-zone data alignment, machine learning hyperparameter tuning, and integrating financial logic into model features.

Work Experience

Programming Instructor | AppleBud Digital Technology (2023/01 – Present)
- Accelerated Promotion: Advanced from Assistant to Lead Instructor within 6 months based on performance.
- K-12 Education: Taught fundamental programming logic to elementary, middle, and high school students.
- Logic Simplification: Expertly adapted teaching strategies to suit diverse age groups and learning paces.

Certificate

Level B technician for computer software application
Level C technician for accounting
TOEIC 835

Research Interests

Market Microstructure & Information Asymmetry
Order Flow Toxicity & Insider Trading
Broker-Level Trading Behavior
Deep Learning for Time-Series Forecasting

Personal Interests

Team Sports & Discipline: Volleyball (Former Varsity Team Member), Fitness
Strategic Logic & Racing: MotoGP, Formula 1
Financial Markets: Taiwan Stock Market, Cryptocurrency
Leisure: Singing

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