Junya Tanaka | 田中潤也
Junya Tanaka | 田中潤也
Master Student/Research Engineer

Work Experience

  • Microsoft Research Asia, Beijing, China (2018/10 ~ 2019/01)
    • Research Intern : Machine Learning Group
      • Build the deep learning model to translate multilingual language under low resource data.
      • Mainly used Python(Tensorflow, etc)
      • Research Topic : Language Graph Distillation for Low-Resource Machine Translation
  • DeNA Co.,Ltd, Tokyo, Japan (2017/08 ~ 2017/09)
    • Research Engineer Intern : AI System Department, RL Team
      • Applied machine learning techniques, especially deep learning, to solve the problem on game AI project.
      • Won 3rd place out of 12 teams in final presentation and competition
      • Mainly used Python(TensorFlow, etc) and Google Cloud Platform(Compute Engine, Cloud Storage, Cloud Datalab)
  • The Institute of Scientific and Industrial Research (ISIR), Osaka University, Osaka, Japan (2017/04 ~ )
    • Research Student : Division of Information and Quantum Science, Department of Architecture for Intelligence
      • Belongging at Department of Architecture for Intelligence in ISIR as a graduate research student.
      • Research Topic : Theory-guided Learning of Deep Model for Partial Differential Equations
  • Rakuten.,Inc, Osaka, Japan (2015/08 ~ 2015/09)
    • Application Engineer Intern : Rakuten Books Team
      • Implemented some business logic in the front-end part of Rakuten Books Dashboard with the team
      • Refactored and tested 500+ lines of Java code for better scalability.
      • Mainly used Java(JAX-RS, JUnit, Thymelearf, Marven, etc), HTML&CSS, MySQL and CentOS
  • Cook+biz Co.,Ltd, Osaka, Japan (2015/09 ~ 2017/03)
    • Application Engineer : Mobile Application Team
      • Designed and implemented two iOS applications for the food and beverage industry on the Department of Media Development.
      • Mainly used Swift(RxSwift), Xcode, and macOS


Education

  • Osaka University (2017/04 ~ expected 2019/03)
    • Master of Science, Information and Physical Science,Graduate School of Information Science and Technology
      • Research Area : Statistical Machine Learning, Bayesian network, Neural Network, Deep Learning, Artificial Intelligence
  • Doshisha University (2013/04 ~ 2017/04)
    • Bachelor of Engineering, Department of Biomedical Information, Faculty of Life and Medical Sciences
      • Research Thesis : Generative Model for Time Series Data