Ryuto Koike

Research Assistant at Tokyo Institute of Technology
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Contact Information
us****@****om
(386) 825-5501
Location
Tokyo, Japan, JP
Languages
  • English Professional working proficiency
  • Japanese Native or bilingual proficiency

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Bio

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Experience

    • Japan
    • Higher Education
    • 500 - 600 Employee
    • Research Assistant
      • Apr 2023 - Present

    • Japan
    • Software Development
    • 100 - 200 Employee
    • Machine Learning Engineer Intern
      • Feb 2022 - Feb 2022

      Mainly worked on unsupervised keyphrase extraction. - Re-implemented a state-of-the-art unsupervised keyphrase extraction method for Japanese texts. - Compared it to two baseline methods and analyzed the model properties. - Engaged with business stakeholders to decide about what kind of business the keyphrase extraction methods could be used for various businesses. Mainly worked on unsupervised keyphrase extraction. - Re-implemented a state-of-the-art unsupervised keyphrase extraction method for Japanese texts. - Compared it to two baseline methods and analyzed the model properties. - Engaged with business stakeholders to decide about what kind of business the keyphrase extraction methods could be used for various businesses.

    • Japan
    • Technology, Information and Internet
    • 700 & Above Employee
    • Research Intern
      • Sep 2021 - Jan 2022

      In my time at CyberAgent, I’ve worked on the following: - Mainly worked on Keyphrase extraction, NER - Defined system requirements and designs. - Implemented web crawler and deep learning model into a product with attention to clean architecture, scalability. - Implemented unit testing, functional testing, e2e testing In my time at CyberAgent, I’ve worked on the following: - Mainly worked on Keyphrase extraction, NER - Defined system requirements and designs. - Implemented web crawler and deep learning model into a product with attention to clean architecture, scalability. - Implemented unit testing, functional testing, e2e testing

    • Japan
    • Technology, Information and Internet
    • 700 & Above Employee
    • Software Engineer Intern
      • Jul 2021 - Jul 2021

      Some highlights: Web app development for keyphrase extraction for ad creative. - Implemented Python API with FastAPI - Deployed the app with GCP Some highlights: Web app development for keyphrase extraction for ad creative. - Implemented Python API with FastAPI - Deployed the app with GCP

Education

  • Tokyo Institute of Technology
    Doctor of Engineering - PhD in Engineering, Computer Science
    2023 - 2026
  • Keio University
    Master of Engineering - MEng, Computer Science
    2021 - 2023
  • Keio University
    Bachelor of Engineering - BE, Department of Information and Computer Science, Faculty of Science and Technology
    2017 - 2021

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