About
I received the B.Eng., M.Eng. and Ph.D. in Applied Physics from the University of Tokyo under the supervision of Prof. Yoshihiro Iwasa, where I worked on electric-field-induced 2D superconductivity. After a short-period postdoc in Molecular Informatics team at RIKEN AIP, I joined Prof. Andrea Young’s group at the University of California, Santa Barbara in October 2018 as an Elings Prize Fellow, where I was working on the research of quantum phenomena in twisted bilayer graphene. After the postdoc, I joined DATAGRID as a Senior Engineer, where I am working on deep generative models.
CV is available here.
Japanese page is here.
Work Experience
- Senior Engineer at DATAGRID Inc. (Kyoto, Japan)
October 2021 – present - Elings Prize Fellow at University of California, Santa Barbara (CA, USA)
October 2018 – September 2021 - Postdoctoral Researcher at RIKEN (Tokyo, Japan)
April 2018 – September 2018
Education
- Doctor of Philosophy (Ph.D.) in Applied Physics, March 2018
The University of Tokyo, Japan
Thesis: Study on Electric-Field-Induced 2D Superconductivity
Advisor: Prof. Yoshihiro Iwasa - Master of Engineering, March 2015
The University of Tokyo, Japan - Bachelor of Engineering, March 2013
The University of Tokyo, Japan
Skills
Speciality
- Experimental condensed matter physics focusing on quantum materials (8+ years)
- Quantum physics / Materials science; semiconductor-nanofab-process and ultra-low temperature measurement (AFM, e-beam lithography, etching, evaporation, dilution refrigerator) (8+ years)
- Deep generative models (GAN etc.) for generating synthetic data focusing on virtual human (AI human) and materials informatics (1+ year)
- MLOps: general data analysis, feature engineering and parameter tuning of ML models on Kaggle (2+ years)
- Development of python based backend API (1+ year)
- Analysis of financial time series data for auto-trading cryptocurrencies
- Project management on R&D
Computer related
- Languages: Python(Advanced, 3+years), C/C++(basic), Go(basic), shell script (basic)
- Backend Framework: FastAPI, Flask
- Hardware control : LabRAD
- Pipelines : Gokart, Luigi, MLflow
- Cloud: Azure, GCP
- Tools: Git, Docker
- Kaggle Competition Expert, Atcoder [green]
Selected Honors and Awards
- 37th Inoue Research Award for Young Scientists （第 37 回 井上研究奨励賞） from Inoue Foundation for Science, Feburuary 2021
- 13th Young Scientist Award of the Physical Society of Japan （第 13 回 日本物理学会若手奨励賞（領域６）） from the Physical Society of Japan, March 2019
- Elings Prize Fellowship in Science 2018 from California NanoSystems Institute, University of California, Santa Barbara, March 2018
- 8th JSPS Ikushi Prize (第８回 日本学術振興会育志賞) from Japan Society for the Promotion of Science (JSPS), March 2018
- Dean’s Award (工学系研究科長賞) from Graduate School of Engineering, The University of Tokyo, March 2018