Zhenyu Wu
Xi'an, Shaanxi, China
Summary
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SeniorZhenyu Wu is a Senior Research Engineer with eight years of experience building robust, efficient multi-modal 3D vision systems for autonomy, currently advancing controllable, scalable GenAI-driven off-board simulation at Waymo. His work bridges rigorous academic research (PhD from Texas A&M, visiting student roles at USC and Notre Dame) with production engineering—previously delivering on-board structured 3D perception at Cruise. Zhenyu focuses on systems that withstand distribution shifts and degradations while respecting privacy and fairness, and he designs methods that scale across high-level vision tasks. He has a practical ML toolkit, demonstrated by implementing classic algorithms and ensemble methods in popular repositories like his Machine-Learning-in-Action-Python3 fork. Based in Sunnyvale, he combines research-grade rigor with hands-on ML engineering to move innovations from prototype to real-world vehicle stacks. An understated strength is his blend of graphics and systems experience from early internships (e.g., curved-triangle rendering at Siemens) that informs his 3D perception work.
8 years of coding experience
Github Skills (7)
decision-tree10
machine-learning10
adaboost10
python10
k-means-clustering9
scikit8
scikit-learn8
Programming languages (4)
Github contributions (5)
wzy6642/Machine-Learning-in-Action-Python3
Dec 2018 - Aug 2020
《机器学习实战》python3源码
Role in this project:
ML Engineer
ML EngineerContributions:45 commits, 34 pushes, 1 branch in 1 year 7 months
Contributions summary:Zhenyu's contributions primarily involve implementing and experimenting with machine learning algorithms within the context of the provided repository. The user uploaded several Python scripts that implement the AdaBoost algorithm, showcasing an understanding of ensemble methods. Additionally, the user explored various projects on topics like Bayesian analysis, K-means clustering, and decision tree. The user's work demonstrates proficiency in utilizing Python and machine learning concepts.
pythonpython3machine-learning
wzy6642/Dive-Into-Deep-Learning-PyTorch-PDF
Jan 2021 - May 2021
Contributions:45 commits, 43 pushes, 1 branch in 4 months
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