Shaofeng Zhang
PhD Candidate
China
Summary
🤩
RockstarShaofeng Zhang is a PhD candidate at SJTU with eight years of engineering experience focused on machine learning and deep learning. He has hands-on expertise implementing and training PyTorch models—covering multi-class classification, non-linear regression, and sequence modeling with LSTMs and GRUs—and is practiced in data preprocessing, training pipelines, and model evaluation. As a contributor and ML engineer to Microsoft’s popular ai-edu repository for Chinese AI education, he helps bridge research-quality models with practical teaching resources. Based in China, he blends academic rigor with production-oriented development, often translating complex research ideas into reproducible code and educational materials. Colleagues would note his dual strength in model engineering and pedagogy, making him effective at both research and developer-facing outreach.
7 years of coding experience
Github Skills (11)
neural-network10
data-preprocessing10
pytorch10
machine-learning10
deep-learning10
python10
classification9
sequence-modeling9
gru9
lstm9
regression9
Programming languages (3)
Github contributions (5)
microsoft/ai-edu
Feb 2020 - Jul 2020
AI education materials for Chinese students, teachers and IT professionals.
Role in this project:
ML Engineer
ML EngineerContributions:22 commits, 22 PRs, 24 pushes in 5 months
Contributions summary:Shaofeng contributed significantly to the development of machine learning models within the repository. Their commits focused on implementing and training neural networks using PyTorch, specifically for tasks like multi-class classification, non-linear regression, and sequence modeling with LSTMs and GRUs. The user demonstrated proficiency in data preprocessing, model definition, training loop implementation, and model evaluation, showcasing their expertise in building and deploying various deep learning architectures.
chineseprofessionalsmachine-learningeducation-materials
Sherrylone/ARB
Oct 2021 - Jun 2022
Contributions:19 commits, 7 pushes, 1 comment in 7 months
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