Profile

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  • First name: Atsuya
  • Last name: Kobayashi
  • Age: 22
  • Website: www.atsuya.xyz
  • Keywords: Interactive System on Musical Experience, Huma -Artificial Intelligence Interaction, Brain-Machine Interface, Web-based System, Artwork Generation System, Natural Language Processing
  • Email: atsuya_wgp4346 [at] keio.jp
  • Hobbies: Electric Guitar, Drums, Electric Bass, Koto (Japanese Traditional Harp)

Google Scholar

Education

Faculty of Environment and Information Studies, Keio University (04/2016 - present)

Research

  • Aoyama Lab. (04/2017 - 03/2019)
  • Computational Creativity Lab. (04/2019 - present)

Publications

ExSampling: a system for the real-time ensemble performance of field-recorded environmental sounds

Conference paper on The International Conference on New Interfaces for Musical Expression 2020 (NIME2020) (7/2020) https://www.nime.org/

Decoding relative pitch imagery using functional connectivity: An electroencephalographic study

2nd author of the conference paper on IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech) (3/2019) http://www.ieee-lifetech.org/2020/index.html

Classification of EEG data during imaging higher or lower pitched sounds using machine learning

Japanese Society for Medical and Biological Engineering (9/2018) http://jsmbe.org/en/

Grants

Keio SFC Eccentric Research Grant 2020

Job Experiences

TechFlyer, Inc. Parttime Software Engineer 04/2019 - present
CyberAgent AI Lab Machine Learning Engineer Internship 02/2020 - 03/2020
Sansan DSOC Natural Language Processing Engineer Internship 02/2019 - 03/2019
FRONTEO Bisiness Informatics Lab Natural Language Processing Engineer Internship 09/2018 - 02/2019

Licenses & Certifications

Fundamental Information Technology Engineer Examination (2017/11)

Honors & Awards

3rd Prize, Excellent Student Paper Award, IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech 2019)

Co-author (2nd author) of accepted paper “Decoding Relative Pitch Imagery Using Functional Connectivity; An Electroencephalographic Study” by Sakamoto Shu. (3/2019)

3rd Prize, Data Science Challenge by FUJIFILM Brain(s)

Data Analysis (image recognition, image processing) Competition for students held by FUJIFILM AI Center (2/2019)

Digital Innovators Grand Prix 8, First runner-up

honor descriptionPresentation Title “Book Gym: Providing Extraordinary Reading by Redefined Value of Reading” http://dmc-lab.sfc.keio.ac.jp/dig7/ (3/2019)

Digital Innovators Grand Prix 7, First runner-up

honor descriptionPresentation Title “Improve Plan of Japanese Restaurant Review System Via Semantic Vectorization of Review Text” http://dmc-lab.sfc.keio.ac.jp/dig7/ (9/2018)

Contacts

Twitter

GitHub

SoundCloud

Linkedin

Atsuya Kobayashi - Engineer - Tech Flyer, Inc. | LinkedIn

View Atsuya Kobayashi’s profile on LinkedIn, the world’s largest professional community. Atsuya has 4 jobs listed on their profile. See the complete profile on LinkedIn and discover Atsuya’s connections and jobs at similar companies.

Wantedly

Atsuya Kobayashi Profile - Wantedly

Engineer/programmer


Languages / Skils

  • Natural

    • Japanese (native)
    • English (newbie)
  • Programming

    • Python
      Natural Language Processing, Data visualization, Machine Learning, Japanese Natural Language Processing, DNN with some libraries (scipy, sklearn, Keras, Pytorch, Optuna, gensim…etc), simple web api, Make LINE chatbot
    • JavaScript
      SPA with React, prototyping with Vue.js, Frontend Animation with JQuery, Simple web app tools on Google Apps Script.
    • R
      Data analysis and visualization (ex. multi var linear regression, generalized linear models (glmnet) etc..)
    • PHP
      Build CMS on WordPress (make custom theme from scratch)
    • HTML5/CSS3
      Markup, oocss like architecture responsive coding and simple animations.
    • Max/MSP
      OSC, Max for Live Devices

Favorites

Music

Electric Guitar / etc

Love to play the electric guitar.
Guitars I use: Fender Jaguar90 ’12, Fender Telecaster Custom ‘20, Fender Japan ST ’94, Gibson LesPaul ’50 Tribute ’12, Ibanez RG ’11. I love John Frusciante who’d been played with RHCP. Besides I love to play the Drums, Piano, Electric Bass.

Koto 箏

Koto is Japanese traditional, classic 13-strings instrument. Mainly play Tadao Sawai‘s works. In high school my club activity team won the national competition (sobunsai).