Lingyun Gao
Data Scientist
Shanghai, Shanghai, China
Summary
🤩
Rockstar🎓
Top SchoolLingyun Gao is a data scientist with eight years of experience building ML systems across luxury retail, media, and art-tech, currently applying advanced modeling at LVMH in Shanghai. Previously a senior machine learning engineer at Bilibili, Lingyun led LLM fine-tuning and multimodal AIGC efforts while designing scalable training and inference pipelines for recommender systems. Early roles at Sotheby’s and research work at the University of Michigan ground a pragmatic blend of academic rigor and product-focused engineering. Educated at Columbia (MS Data Science) and the University of Michigan, Lingyun pairs electrical engineering fundamentals with modern data science practice. Known for optimizing large models and end-to-end data pipelines, she brings rare cross-domain experience from auction houses to high-scale content platforms. Colleagues appreciate her ability to translate complex probabilistic research into deployable ML solutions under production constraints.
8 years of coding experience
8 years of employment as a software developer
Bachelor's degree, Electrical and Electronics Engineering, Bachelor's degree, Electrical and Electronics Engineering at University of MichiganMaster's degree, Data Science, Master's degree, Data Science at Columbia UniversityBachelor's degree, Electrical and Computer Engineering, Bachelor's degree, Electrical and Computer Engineering at Shanghai Jiao Tong University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (2)
nlp7
llm3
Programming languages (3)
Github contributions (5)
lingyun-gao/lingyun-gao.github.io
Nov 2018 - Jun 2020
Contributions:2 PRs, 23 pushes, 4 branches in 1 year 7 months
lingyun-gao/course-bayesian-models
Oct 2018 - Oct 2018
Contributions:4 pushes in 10 days
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