About Me
A student who is crazy about Tech, advance research, and waifu. Currently in Tokyo, Japan.
Figure 1: Me, a boar hunter.
As you can see in Figure 1, hiking and outdoor stuff is part of my life (Let’s go).
Education
Masters, 2020~ The University of Tokyo
Laboratory: Akiko Aizawa - Researching about creating adversarial commonsense benchmark using model-in-the-loop process with our developed platform on Amazon Mechanical Turk to collect large-scale dataset
Undergraduate, 2016~2020 Tokyo Institute of Technology
Laboratory: Yamashita Yukihiko - Studying about the effect of noise injection and gradient regularization toward the generalization of the neural network under small number of data.
Work experience
Thai Students’ Association in Japan under the Royal Patronage (TSAJ) 2020 - 2021
- Head of Information Technology Division
- Server, website management and development
- Web-app development for Thai students financial support management in Japan during Covid 19. (Supported by MUFG)
Liaro Inc. 2018 - Now
- Machine Learning Engineer, Part-time
- Using deep learning and machine learning to approach clients’ problem such as image-based recommendation system, product stock prediction, social network analysis.
Teaching work(s)
- Introduction to Computer System, UTokyo, 2021 S2, (OCS2021S2): As Teaching Assistant (TA)
- Basic Python Coding with Application: A course for my Thai friends in Tokyo Institute of Technology. [blog]
Publication
- Characterization and Enumeration of Good Punctured Polynomials over Finite Fields International Journal of Mathematics and Mathematical Sciences, 2016 [paper]
- Study of Noise Injection and Gradient Regularization Toward Better Generalization Bachelor Thesis, 2020 [paper]
- Trainable Discrete Feature Embeddings for Variational Quantum Classifier, IEEE QCE21 Poster, 2021, IBM-Q Machine Learning Team Seminar 2021/7/12 [paper] [code]
- Embracing Ambiguity: Shifting the Training Target of NLI Models, ACL-IJCNLP, 2021 [paper] [code]
Competitions
Here are my… - Kaggle: https://www.kaggle.com/barnrang - Signate: https://signate.jp/profile
Competition records
Kaggle competition “ASHRAE - Great Energy Predictor III”: Bronze Medal 🥉
Signate Student Cup (2020): 10th place, Gold Medal 🥇
Signate Internship Competition (2020): 25th place, Silver Medal 🥈
Code to Japan December 2020, AI competition: 13th place
Shopee Code League 2021: student category top 30
Tokyo Institute of Technology ExS Challenge Pitch Award: Group “Unsolved”
Fun stuff
Omniglot shooting game! [blog] [code] [demo (coming soon…)]
Animal Crossing: New Horizon (どうぶつの森) auto-draw! [blog] [code]