Zhang Yixin @Singapore
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:
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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