Ryuto Koike
Research Assistant at Tokyo Institute of Technology- Claim this Profile
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English Professional working proficiency
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Japanese Native or bilingual proficiency
Topline Score
Bio
Experience
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Tokyo Institute of Technology
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Japan
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Higher Education
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500 - 600 Employee
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Research Assistant
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Apr 2023 - Present
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ExaWizards Inc.
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Japan
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Software Development
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100 - 200 Employee
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Machine Learning Engineer Intern
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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.
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CyberAgent, Inc.
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Japan
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Technology, Information and Internet
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700 & Above Employee
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Research Intern
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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
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CyberAgent, Inc.
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Japan
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Technology, Information and Internet
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700 & Above Employee
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Software Engineer Intern
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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
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Education
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Tokyo Institute of Technology
Doctor of Engineering - PhD in Engineering, Computer Science -
Keio University
Master of Engineering - MEng, Computer Science -
Keio University
Bachelor of Engineering - BE, Department of Information and Computer Science, Faculty of Science and Technology