林星妤 Hsing-Yu Lin

Currently in my third year working as a Probability Engineer for CC TECH, I’m responsible for game development and have produced 20 games. I’m a self-motivated person always striving to learn new things. I have a great interest in Artificial Intelligence and often spend my off time studying Neural Networks. I am currently looking to change my career path as I'm keen to take on new challenges and further develop my professional skills.

    Portfolio   [email protected]

Work Experience

Probability Engineer  •  CC TECH

09.2018 - Present

  • Conduct mathematical analysis of new and existing games.
  • Use probability techniques to calculate the theoretical RTP (Return To Player) of games through EXCEL.
  • Write programs using C# to develop and analyze games.

  • Use simulation techniques to verify the mathematical accuracy of games and improve various aspects of the gaming experience.

  • Developed two games which achieved a quarterly top ranking in the Thailand market.

    Reason for leaving: Desire to change to a more challenging and fulfilling career path

Machine Learning Project

Graduate School - R

  • Support Vector Machine
  • Principal Component Analysis
  • Independent Component Analysis
  • Practice
    • Glaucoma Differentiation
    • Vascular Blockage Differentiation

Self-Study - Python

  • Neural Networks
  • Convolutional Neural Networks
  • Recurrent Neural Network
  • Practice
    • Handwriting Recognition
    • IMDB Reviews Analysis

Education

2016.09 - 2018.06

National Tsing Hua University

Industrial Engineering and Engineering Management

Master's Degree

2015.09 - 2016.01

National Tsing Hua University

Industrial Engineering and Engineering Management

Exchange Student

2012.09 - 2016.06

National Chengchi University

Mathematical Sciences

Bachelor's degree

Programming Experience


  • C#
  • Python

Language


  • Chinese —  ★ ★   
  • English — ★   
    • TOEIC 870
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