I'm Yohei Nomoto, a student interested in machine intelligence and robotics.
Yohei Nomoto is M1 student at Department of Mechano-Infomatics, The University of Tokyo (UTokyo).
currently interested in the fusion of hierarchical reinforcement learning and stochastic neural network.
Education
- Graduate School of Information and Technology, UTokyo (MS) (Apr 2020-)
- Intelligent Systems and Informatics Lab, dept of Mechano-Infomatics
- Faculty of Engineering, UTokyo (BA) (Apr 2016 - Mar 2020)
- Artifical Intelligence Lab, dept of Aerospace and Astronautical Engineering
- Thesis: "AnomAugment: Image Augmentation Strategy based on Anomaly Detection with GAN"
- Design: "Jumbo-Jet for 550 passengers / 8,000 nautical miles"
Extracurricular Activities
- Global Leadership Program, UTokyo (Dec 2017 - Feb 2020)
- Afropolitanism and Social Justice, University of Cape Town (Jun 2019 - Jul 2019)[link(Japanese)]
- furthest place and most diversified environment in my life.
- International Honors Program, Stanford University (Jun 2018 - Sep 2018)
- studied electrical engineering & additive manufacturing, got certified as "Technology and Innovation".
- Finalist @ Entreprenuership Challenge, UTokyo (Apr 2019 - Aug 2019)
- MIT Visit, UTokyo (Apr 2018 - Feb 2019)
- Future Tech Hub Award @ VR ideathon, ICTCO (Jan 2018)
Work Experience
- Teaching Assistant of Parallel Computing, Micro Computing @ Utokyo. (Apr 2020 - probably Mar 2021)
- ML Engineer @ Guild labo, Ltd. (Apr 2019 - Jan 2020)
- Stock Price Prediction by ML and pair-trading.
- Back Office @ 360 Channel, Inc. (Feb 2017 - Mar 2018)
- I committed business comprehensively in VR startup.
Qualification and Skill
- Programming: Python(experienced), C++(Atcoder: Green), Ruby(Rails), git, SQL.
- Machine Learning: Image Processing, Deep Generative Models, Reservoir computing. (kaggle expert)
- Hardware: CAD (fusion 360), 3D printing, Arduino, Raspberry Pi.
- Language: Japanese, English (TOEFL ibt 99, TOEIC 935), Chinese (Beginner).
Publication
- Coming VERY SOON!
Links
Others
- Countries I've visited
- I won at Spadie final season 21 for students. [link]