Ning Zhang
Ph.D Candidate
China
Summary
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RockstarNing Zhang is a Ph.D. candidate at Dalian University of Technology with seven years of hands-on experience in machine learning and software engineering. He contributes to open-source ML tooling, notably implementing core MLP and attention modules for a Shuffle Transformer in the PaddleViT project for PaddlePaddle. His work emphasizes clean code, iterative refinement, and practical integration of model components into production-oriented frameworks. Based in China, Ning blends academic research rigor with applied engineering, focusing on reproducible transformer architectures. An understated strength is his sustained commitment to code review and standards, which helps bridge research prototypes and maintainable codebases.
7 years of coding experience
Github Skills (7)
paddlepaddle10
computer-vision10
transformer10
deep-learning10
python9
mlp9
classification8
Programming languages (3)
Github contributions (5)
BR-IDL/PaddleViT
Jul 2021 - Sep 2021
:robot: PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
Role in this project:
ML Engineer
ML EngineerContributions:14 commits, 1 branch in 1 month
Contributions summary:Ning primarily contributed to the development of a Shuffle Transformer model, focusing on implementing the core components and functionalities within the PaddlePaddle framework. Their work involved creating the MLP and Attention modules and integrating them into the Shuffle Transformer architecture. The user made several revisions and adjustments, demonstrating a focus on code review and adherence to code standards.
mlpsemantic-segmentationstate-of-the-artvisual-artclassification
EmiyaNing/SETR_model_paddle
Feb 2021 - Mar 2021
Contributions:13 commits, 10 pushes, 1 branch in 17 days
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