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       


Education

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

Competitions

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

Certifications

SAS Certified Base Programmer for SAS 9

SAS Institute Inc.

2017

SAS EG Certification verification

SAS Institute Inc.

2017


Skills


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

Languages


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