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issyugk3-zxw/README.md

Hello / 你好 / こんにちは, I'm @issyugk3-zxw !

I am currently a master's student in Laboratory of Computational Genomics of IQB at UTokyo under Prof.Ryuichiro NAKATO's supervision.

My research is centered on the AI for Biomedicine, which is the intersection of computational genomics and artificial intelligence. I am passionate about developing and applying sophisticated deep learning algorithms to analyze large-scale omics data. More pecifically, the core of my work is focusing on patient stratification, phenotype prediction and single cell perturbation prediction tasks to achieve precision medicine. Aside from above, I am also interested in agent study, where I hope to build agents to accelerate the discovery of science (maybe we could discuss if you are also into it!).

I am new to this area, but I am excited to take challenges.

Education

  • Master student of Science | Computational Biology and Medical Sciences - Graduate School of Frontier Sciences, The University of Tokyo | 2025.10-current | Supervisor: Prof.Ryuichiro NAKATO.
  • Bachelor of Engineering | Software Engineering - School of Computer Science and Technology, Zhejiang University of Technology | 2021.09-2025.06 | Supervisor: Prof.Kechen ZHENG.

Other Information

  • Currently, I'm delving into machine/deep learning theories on generative models.
  • 今、日本語勉強している. JLPTのN1レベルようやく合格しました!(20240826)
  • For any inquiries, feel free to contact me via email at [email protected].

My Skills My Skills

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  1. issyugk3-zxw issyugk3-zxw Public

    Config files for my GitHub profile.

  2. RAGbased-Medical-Chatbot RAGbased-Medical-Chatbot Public

    This repo is for storing a RAG-based Medical Chatbot system. It uses Vite/Vue3/Electron for frontend, and uses Django for http/socket services.

    Python 1

  3. issyugk3-zxw.github.io issyugk3-zxw.github.io Public

  4. pathway-MCP-agent pathway-MCP-agent Public

    A FastMCP-based Tool for Enrichment Analysis and Interaction.

    Python 1