Hi! I’m speed.

I am a first year graduate student at Kyoto University majoring in Computer Science.

I want to make deep learning models and systems more tractable.

Interests

Education

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Internships / Employments

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Date Company Position Description
May 2024 ~ present Research and Development Center for Large Language Models, National Institute of Informatics Research Assistant I am involved in research on LLM memorization and forgetting.
February 2024 ~ April 2024 LLM-jp, National Institute of Informatics Student Intern I am involved in research on LLM memorization and forgetting.
September 2023 Nikkei Inc. Software Engineer Intern, Hack The Nikkei Internship in Kyoto We have developed a web application to improve the quality of comments on articles by using NLP techniques to find the relevance of comments to articles and by creating a function to support quotations.
March 2023 Knowledge Work Inc. Software Engineer Intern, Gopher Enablement Internship I developed goindexsearch that can do “go vet” and “grep” for all packages in https://index.golang.org/index
Repository: goindexSearch
February 2023 negocia Inc. Data Scientist internship I fine tuned the Stable Diffusion model with FFHQ dataset.
September 2022 Rakuten Group, Inc. Software Engineer internship We developed a LINE chat bot called Pal-puppy in hackathon style for 5 days. During the internship, our team proposed ideas, defined the app’s specifications, developed and presented our product. we were 2nd place in the Qualifying Block.
Repository: pal-puppy
August 2022 ~ September 2022 Cybozu Inc. Kubernetes infrastructure engineer internship We developed a custom controller (AutoVirtualDC) to manage and schedule virtual data center environments. For development, we used kubebuilder, a framework for building Kubernetes APIs with custom resource definitions.
Repository: nyamber
The experience story is here cybozu summer intern 2022 Kubernetes 基盤開発コース参加記
August 2022 Amazon Web Services Inc. AWS Summer workshop as cloud support engineer I participated in the customer support engineer’s work during this workshop.
March 2022 ~ April 2024 Osaka University Software development as technical assistant I’m developing numerical software for quantum computation and quantum chemistry

Research

Domestic Conference

Achievements/ Awards

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Certifications/ Qualifications

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Activity

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Date Event Description
February 2024 Domestic Conference DEIM2024, Japan presented a long paper titled “ミスラベルデータの忘却による学習済みモデルの汎化性能の向上手法の提案”
October 2023 init.g an event on cyber security held by Google in Shibuya joined as a student.
October 2023 第56回 情報科学若手の会 in 軽井沢 通常発表 「AIセキュリティはなぜセキュリティ分野か」
slide: Why AI Security is a field of Security?
September 2023 Security mini-camp in Yamanashi Pref. joined as a tutor.
September 2023 released PaperGuessr, a quiz app.  
May 2023 Circular lectures on cryptography theory in the laboratory Presentation slide: Diffie-Hellman Key Exchange を通して学ぶ Hardness Assumptions
March 11, 2023 security camp forum 2023 Alumni LT(lightning talk) presentation
Presentation slide: gomicollector ガベコレ自作で辿る自作の森
November 19, 2022 ~ November 22, 2022 北海道スタディツアー2022 アイヌ民族の歴史と当事者研究から考える対話と共生のコミュニティづくり, 主催 大阪大学社会ソリューションイニシアティブ(SSI) etc. more details
July 2022 ISUCON12 qualify porting from Golang to Rust at ISUCON12 qualify.

Skills