Yang Meng
Research Fellow at 新加坡南洋理工大学
Beijing, Singapore
Summary
👤
Senior🎓
Top SchoolYang Meng is a research-focused engineer blending nine years of expertise in optical and biomedical engineering with hands-on AI and autonomous driving work. Currently a Research Fellow at Nanyang Technological University after postdoctoral and research roles at Tsinghua University and the Chinese Academy of Sciences, he drives interdisciplinary projects that intersect laser technology, imaging, and machine learning. On GitHub he has contributed notable computer vision model implementations and training improvements to PaddlePaddle’s PaddleClas repository, reflecting practical skill in production-ready ML pipelines. His PhD in Optical Engineering underpins a specialty in optical systems and imaging preprocessing, while his contributions to operators like DecodeImage hint at attention to data-quality and training stability. Based in Beijing and Singapore, he bridges academic rigor with open-source impact to accelerate applied research in vision and sensing.
9 years of coding experience
博士, 光学工程, 博士, 光学工程 at 北京邮电大学
Github Skills (8)
neural-network10
paddlepaddle10
computer-vision10
convolutional-neural-networks10
gradient8
image-processing8
pre-trained-model7
image-classification7
Programming languages (2)
Github contributions (5)
PaddlePaddle/PaddleClas
Apr 2022 - Jul 2022
A treasure chest for visual classification and recognition powered by PaddlePaddle
Role in this project:
ML Engineer
ML EngineerContributions:10 reviews, 21 commits, 4 PRs in 2 months
Contributions summary:Yang contributed significantly to the implementation of computer vision models within the PaddlePaddle framework. They added the code for various models, including VAN, ConvNeXt, and PeleeNet, showcasing a focus on integrating new architectures into the project. Additionally, the user added code for EMA (Exponential Moving Average) and gradient accumulation, demonstrating a focus on improving model training and performance. Furthermore, modifications to the `DecodeImage` operator suggest involvement in the data preprocessing pipeline.
image-recognitionknowledge-distillationpaddleimage-classificationswin-transformer
flytocc/debug-timer
May 2020 - Nov 2022
Contributions:8 commits, 6 pushes, 1 branch in 2 years 6 months
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