Yu-Sheng, Lin

Contact : [email protected]                                                               0978-109-391

An active graduate student in statistics who participates in several data competitions as the project leader in the team and has a lot of cooperation experience. The only inter-departmental cooperative student of the Department  of Statistics and the Department of Computing Science, cultivated research abilities, specializing in reinforcement learning, applied to financial market operations.

  Hsinchu City, Taiwan       


2018 - 2021

National Chung Cheng University

Master's degree, Statistics

  • Interdisciplinary research
  • Machine Learning
  • Reinforcement Learning
  • Building experience filter in deep reinforcement learning for equity trading
  • Many scholarships
  • Python, Tensorflow, R, MATLAB, C++

2014 - 2018

Chung Yuan Christian University

Bachelor's degree, Applied Mathematics

  • Took 3 different courses                    (Statistics, Computer Science, Big Data)
  • Data analysis skills
  • Dean's List
  • Discipline excellence award                              (Advanced Calculus,  Linear algebra)
  • Many scholarships
  • Python, R, SAS, C++, SQL, java, HTML, AWK


Feb 2019 - Jun 2019

The Outstanding Application Award

2019 Chunghwa Post Big Data Competition

  • Used a One-class Classifier End-to-end GAN model to look for potential customers.
  • Found a suitable address for setting up  new e-postbox services with the anomaly detection method.

May 2017 - Jul 2017

Match Recommendation 6th place in prediction accuracy

2017 104 Corporation AWS Hackathon - Match Recommendation

  • Used web browsing records data to determine whether there is an application for work.
  • Recommended system with matching algorithm.
  • Had work experience using AWS.

Feb 2017 - Mar 2017

Personal full scores in preliminary rounds

SAS E.SUN Bank The 6th Big Data Data Scientist Competition - FinTech Predicting Future Challenge

  • SAS EG Data Analysis Competition.

May 2011 - Aug 2011

Certificate of Outstanding Performance

World Robot OLYMPIAD 2011

  • LEGO robot competition.
  • Had the experience of using the programming language in junior high school for the very first time. (C++)

Industry-University Cooperation Experience

Data scientist  •  AU Optronics Corporation

  • Optimized production experiment with reinforcement learning methods.
  • Proposed reasonable data collection methods and maintained the work progress of the group.
  • Coordinated with customers and decreased training costs under budget.

Oct 2019 - Oct 2020


SAS Certified Base Programmer for SAS 9

SAS Institute Inc.


SAS EG Certification verification

SAS Institute Inc.



  • Data Science
  • Machine Learning
  • Statistics
  • Web crawler
  • Python
  • Tensorflow
  • R
  • SAS
  • C++
  • SQL
  • HTML


  • Chinese — Native Speaker
  • English — Conversant
  • Japanese — Studied
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