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Zhang Yixin @Singapore

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

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

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

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

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

Core contributor to llm-cookbook by Datawhale

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

• 世上为什么要有图书馆
• 英汉对比研究
• As I Lay Dying
• Just for Fun
• Machine Learning Interviews

Reading/ Plan to

• The Worlds I See
• The Structure of Scientific Revolutions
• 与小泽征尔共度的午后音乐时光/ Absolutely on Music: Conversations with SeijiOzawa

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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