Guoyang Xie
Senior Algorithm Manager at CATL
Fujian, China
Summary
🤩
Rockstar🎓
Top SchoolGuoyang Xie is a Senior Algorithm Manager at CATL with a PhD in Machine Learning from the University of Surrey, specializing in AI for manufacturing and battery systems. He has transitioned research in anomaly detection and industrial image inspection into production capabilities such as visual inspection, robotics integration, and surrogate-assisted optimization for battery pack design. With prior experience at Baidu and GAC on perception and point-cloud based recognition and a foundation in robotic perception from HKUST and BMW, he blends deep learning research with practical deployment in high-volume manufacturing. He hires and mentors mathematically strong engineers and researchers, seeking self-motivated collaborators to push AI-driven manufacturing solutions. An interesting facet: his PhD work produced 11 top conference and journal papers while focusing on automating industrial image anomaly detection that now directly informs CATL’s quality systems.
4 years of coding experience
8 years of employment as a software developer
Bachelor of Electronic Engineering, Electrical and Electronics Engineering, Bachelor of Electronic Engineering, Electrical and Electronics Engineering at University of Electronic Science and Technology of ChinaDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of SurreyHong Kong University of Science and Technology (HKUST)
English, Chinese, Chinese
Github Skills (5)
anomaly-detection8
computer-vision7
deep-learning6
methodology5
ml1
Programming languages (1)
Github contributions (5)
M-3LAB/FedMed-GAN
Feb 2022 - May 2022
Contributions:242 commits, 30 pushes in 2 months
guoyang-xie/guoyang-xie.github.io
Jun 2023 - Mar 2025
Contributions:104 pushes, 1 branch in 1 year 9 months
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