- Keywords: Music and HCI (Interactive System on Musical Experience), Human-Artificial Intelligence Interaction, Natural Language Processing
- Email: atsuya_wgp4346 at keio.jp
- Hobbies: Electric Guitar, Drums, Electric Bass, Koto (Japanese Traditional Harp)
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
Company | Role | Period |
---|---|---|
Synflux | Assistant Research SWE | 04/2020 - present |
TechFlyer, Inc. | Parttime Software Engineer | 04/2019 - present |
CyberAgent AI Lab | SWE (Machine Learning) Internship | 02/2020 - 03/2020 |
Sansan DSOC | SWE (NLP Research) Internship | 02/2019 - 03/2019 |
FRONTEO Bisiness Informatics Lab | NLP Research Internship | 09/2018 - 02/2019 |
Licenses & Certifications
Fundamental Information Technology Engineer Examination (2017/11)
Honors & Awards
優秀卒業プロジェクト, 慶應義塾大学湘南藤沢キャンパス 2020年度
https://www.sfc.keio.ac.jp/doc/sotsupuro2011-2020.pdf
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)
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 withReact
, prototyping withVue.js
, Frontend Animation withJQuery
, Simple web app tools onGoogle Apps Script
. - R
Data analysis and visualization (ex. multi var linear regression, generalized linear models (glmnet
) etc..) - PHP
Build CMS onWordPress
(make custom theme from scratch) - HTML5/CSS3
Markup, oocss like architecture responsive coding and simple animations. - Max/MSP
OSC, Max for Live Devices