Profile

Biography

Mr. Mitsuhiro Komuro received M.S. degrees in the Hosei University Graduate School of Computer and Information Sciences, Japan, in 2020.
Since 2020, he has been a worker at Hitachi Industry & Control Solutions, Ltd, Japan.
His research interest include realization of human-like artificial intelligence.

Interest
  • Artificial Intelligence
  • Human-like AI
  • Machine learning
  • Deep learning
  • Reinforcement learning
  • Personal (Conversational) Assistant

  • Flutter, Android, Golang, Docker, GCP, Firebase, etc.
Education
  • school

    April 2018 - March 2020

    Hosei University Graduate School of Computer and Information Sciences

  • school

    April 2014 - March 2018

    Hosei University Faculty of Computer and Information Sciences

Jobs
  • business

    April 2022 -

    Software Engineer at 株式会社日立産業制御ソリューションズ

  • business

    April 2020 - April 2022

    Software Engineer trainee at 株式会社日立産業制御ソリューションズ

  • business

    April 2019 - May 2019

    Former Internship at 株式会社サイバーエージェント

Certifications

  • Fundamental Information Technology Engineer Examination, IPA, 2021
  • Applied Information Technology Engineer Examination, IPA, 2021
  • AWS Certified Cloud Practitioner, AWS, 2023

Works

Publications
  • 小室光広,佐藤裕二,"柔軟な対話システムのための再帰的ニューラルネットワークによる文カテゴリ手法の検討", 第80回全国大会講演論文集, pp.415-416, 2018
  • 小室光広,佐藤裕二,"再帰的ニューラルネットワークを用いた分カテゴリ分類の精度向上", 電子情報通信学会技術研究報告,vol.118,no.367,pp.47-50,2018
  • Mitsuhiro Komuro, Yuji Sato, "Sentence classification method using recurrent neural network structure", The Twenty-Fourth International Symposium on Artificial Life and Robotics (AROB 24th 2019), pp.691-694, 2019
  • Mitsuhiro Komuro, Yuji Sato, "Multi-agent reinforcement learning with different parameter configurations using agent durability", Twenty-Fifth International Symposium on Artificial Life and Robotics 2020 (AROB 25th 2020), pp.591-594, 2020
Awards
GR sentence classification

2017 my graduation research at Hosei Univ, Japan. This project is targeted for sentence classification by recurrent neural network structure.

Keyword:
Natural language processing, Recurrent neural network, TensorFlow

Lab companion

This web application assist to manage your laboratory member. It can laboratory room member management, post the article with markdown supported, and managing your todo with markdown supported.

Keyword:
Ruby on Rails, Materialize, redcarpet

Project Tonttu Spiegel

Hack U 2018 project at Hosei Univ. Japan. Smart mirror with google assistant sdk. This project create smart mirror. Display current time, current weather and temperature. In addition, you can ask mirror with google assistant built-in commands.

Keyword:
Google Assistant SDK, Google Cloud Text-to-Speech, bottle