Ryoga Miyata

株式会社sci-bone / AI Engineer & Sports EngineerTokyo

Ryoga Miyata

株式会社sci-bone / AI Engineer & Sports Engineer

About me

I am currently on a gap year to enrol in the Data Science MSc at KCL. During my undergraduate studies, I studied Data Science in depth and for my thesis research I combined this knowledge with football to improve the accuracy of xG (goal expectancy) in football.

Ambition

In the future

I am thinking about enhancing the potential and value of data especially in the field of football. Currently, various data is used in this sport. However, most of it is raw data (such as the number of shots and running distance). Therefore, I am unable to see the important information which are

About 株式会社sci-bone

株式会社sci-bone6 months

AI Engineer & Sports Engineer(Intern)Present

- Present

I acquire Motion data from sensors attached to the whole body, and this is fed back to the sports player using machine learning or deep learning(like CNN). The company consistently performs everything from data acquisition to model construction, analysis and evaluation.

King's College London1 year

Data Science MSc

-

The Data Science MSc provides advanced technical and practical skills in the collection, collation, curation and analysis of data. This is an ideal study pathway for graduates with a background in quantitative subjects, or who possess relevant work experience, who want to gain experience in current methods and techniques of data science.

芝浦工業大学4 years

工学部情報通信工学科

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モバイルマルチメディア通信研究室、卒研テーマ「相手選手を考慮したサッカーにおけるxGの推定」


Skills

  • Python

    0
  • IELTS OA 7.0 (Academic)

    0
  • CS50 Certification

    0
  • Pandas Numpy

    0
  • Machine learning

    0
  • tensorflow, Deep Learning, TOEIC(IP) 825 and 2 skills

言語

  • Japanese - Native
  • English - Professional

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