Use on a Daily Basis
- Japanese (Native)
- Python
- C / C++
- Vitis / Vivado HLS
- JavaScript
- bash / zsh
I'm researching on acceleration of
image and point-cloud processing on an FPGA.
These are the languages I am using and have been used so far. But I am eager to try other languages and can become familiar with them soon based on my experience.
In the graduation thesis, I worked on accelerating an image processing filter called the bilateral filter using reconfigurable hardware (FPGA). Although image processing technology is applied in many fields such as medical diagnosis and self-driving, it is still difficult to process high-resolution images fast and small-scale. Therefore, I proposed its accelerator using parallelization and pipeline techniques, implemented on an FPGA, and verified that it was smaller and could process faster than the other existing approaches.
In the image processing fields, ML (Machine Learning) technology has been widely incorporated recently. Still, the technology requires more computation and execution time than the existing technologies. Therefore, I aim to create a helpful technology by building an acceleration mechanism specific to ML-based image and point-cloud processing technologies.
2022/03 |
“機械学習ベースの動画像処理における近似計算手法の検討” @ Technical Committee on Computer Systems (CPSY) (The Institute of Electronics, Information and Communication Engineers (IEICE)) Program and Abstract, Paper (Copyright ©2022 by IEICE), Slides (below) (only in Japanese) |
2021/09 |
“An FPGA-Based Fully Pipelined Bilateral Grid for Real-Time Image Denoising” (Full Paper) @ The International Conference on Field-Programmable Logic and Applications (FPL) (The top conference on FPGA) Program and Abstract, Paper (IEEE Xplore), Paper (arXiv), Slides (below), Movie |
2021/06 |
“FPGAを用いたフルパイプラインによるバイラテラルフィルタの高速化手法” @ Technical Committee on Reconfigurable Systems (RECONF) (The Institute of Electronics, Information and Communication Engineers (IEICE)) “Best Presentation Awards (young division)” Program and Abstract, Paper (Copyright ©2021 by IEICE), Slides (below) (only in Japanese) |
2021/04 - present | Department of Computer Science, Graduate School of Information Science and Technology, The University of Tokyo |
2019/04 - 2021/03 | Department of Information Science, School of Science, The University of Tokyo |
2017/04 - 2019/03 | Natural Sciences I, College of Arts and Sciences, The University of Tokyo |
2014/04 - 2017/03 | Seifu Nankai High School |
2014/07 - 2014/08 | Brisbane Grammar School ( |
2021/04 - present | Research Assistant at the University of Tokyo |
Research on a multi-paradigm HLS (High-Level Synthesis) framework, which is easy to optimize the performance. | |
2021/10 - 2022/03 | Teaching Assistant at the University of Tokyo |
Assistance in the class of the Processor and Compiler Lab in the Department of Information Science. | |
2021/04 - 2021/07 | Teaching Assistant at the University of Tokyo |
Assistance in the class of the Hardware Lab in the Department of Information Science. | |
2020/01 - 2020/08 | Long-term internship at A Co., Ltd. |
Reverse Engineering of a product written in the C language. Development of an image processing AI using Python. Development of Websites and APIs using Django. | |
2019/08 | Summer internship at M Ltd. |
Proposal of a brand-new Web service and its development in a group using GitHub and AWS (see here). (Win the first prize.) | |
2019/02 - 2019/03 | Long-term internship at BizWings (Thailand) Co., Ltd. in Thailand |
Introduction of a business efficiency improving system. | |
2017/04 - 2019/03 | Project Leader at AIESEC in the University of Tokyo |
Operation of global internship programs as the incoming exchange department.
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2018/03 - 2018/05 | Long-term internship at M Co., Ltd. |
Blockchain survey writer. |
2021/06 | Best Presentation Awards (young division) in Technical Committee on Reconfigurable Systems (RECONF) |
2021/03 | Education Network for Practical Information Technologies (enPiT) |
2020/12 | Applied Information Technology Engineer Examination |
2020/02 | TOEFL iBT Score: 98 |
2017/10 | Driver's License |
2017/08 | TOEIC Score: 910 |
2016/08 | Silver prize winner (only in Japanese) in Japan Physics Olympiad in 2016 |
2015/11 | The EIKEN Test in Practical English Proficiency Grade Pre-1 |
2014/06 | The Japan Kanji Aptitude Test Grade 2 |
2021/05 - present | Accountant in the Miyabi-kai (only in Japanese) (Alumuni group of the Ito Scholarship Foundation (only in Japanese)). |
2021/04 - present | Scholarship graduate student in the Ito Scholarship Foundation. |
2017/04 - 2021/03 | Scholarship student in the Ito Scholarship Foundation. |
2019/04 - 2020/03 | Executive committee member to organize a two days workshop in the Ito Scholarship Foundation. |
2019/09 | Participation in “Scandinavian Blockchain Study Tour with Sota Watanabe” (only in Japanese) in Estonia and Finland. |
2019/08 | Instructor of science classes in “Japan-Australia Science Laboratory” (only in Japanese) in Australia. |
2019/05 | Keynote speech in “Symposium on Blockchain and Exchange Meetings” (only in Japanese). Slides are shown above (only in Japanese). |