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YixinZ-NUS/README.md

Hi there 👋

Zhang Yixin @Singapore

Email LinkedIn

Prospective Machine L. Eng./ Data Scientist/ Reliability Eng.

Dedicated to tailoring Engineering skills, and apply aesthetics to design in a human-centered way

🌱 Background:

Graduate Diploma, 2023- Feb 2025
Institute of Systems Science, National University of Singapore
Undergrad, 2020-2024
Harbin Institute of Technology, Harbin, China/ 哈工大（本部） School of EIE/ 电信学院

🌍 Language proficency:

  • Mandarin (Native, with Putonghua Cert)
  • English: IELTS 7.5, CET6 646 out of 710 (top <2%)

🔭 Current Interests:

AI's application in Medical/Pathology (in a broader sence, AI4Science)
LLM/VLM
Some ideas:

  • fine-tuning Llama 3-8b with DSPy.
  • using Florence-2 as a RAG measure to VLMs.
  • Visual Foundation Models

DevOps and Cloud Native, dockers and k8s, etc.
ML infrastructure and MLOps

👣 Contributions:

Core contributor to llm-cookbook by Datawhale

📚 Reading habits:

Physical book lover. Thanks CLB@NUS❤️.
Booklist 2024:

Reading/ Plan to

⚡ Other hobbies :

Traveling (in a slower (and more 'local') pace), Cooking, Indie video games that kindles innovation, translaton and subtitling, voluntary works
Trying to give public speeches or sharing?

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  1. datawhalechina/llm-cookbook datawhalechina/llm-cookbook Public

    面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

    Jupyter Notebook 12.5k 1.6k

  2. SA58_Zhang_Yixin_Fibonacci SA58_Zhang_Yixin_Fibonacci Public

    Java

  3. SparkDesk-LLM-KBQA-Assessment SparkDesk-LLM-KBQA-Assessment Public

    Assessing Performance & Security of iFlytek SparkDesk LLM in Knowledge Base Question Answering / 讯飞星火大模型知识库问答与安全性测试报告

  4. NUSISS-DevOpsEng NUSISS-DevOpsEng Public

    Forked from kenken64/NUSISS-DevSecOpsEng

    NUS ISS DevOps Engineering - Git, Docker, Docker Compose, Puppet , AWS Code Pipeline/CodeStar, Docker , Kubernetes, Terraform, Ansible

    HCL

  5. TechTips TechTips Public

    Recording & Providing Subtle ideas& solutions to IT problems

  6. AI_in_ExpertSystem AI_in_ExpertSystem Public

    Jupyter Notebook