Rui Guo
Machine Learning Scientist at Intuitive
Qingdao City, Shandong, United States
Summary
👤
Senior🎓
Top SchoolRui Guo is a Machine Learning Scientist with 13 years of experience specializing in deep learning and cognitive computing, currently advancing AI at Intuitive after leading research efforts at Toyota North America. He combines strong theoretical foundations in GANs, RNNs, CNNs and deconvolutional models with practical deployments in automotive perception, cooperative driving, and monocular depth estimation. Rui has a proven publication record with top-tier conference awards, and a knack for turning cutting-edge research into engineering-ready building blocks for alternative reality and automotive AI. His work spans sensor fusion, style-transfer for night-to-day depth, and annotation-free supervision, reflecting a focus on scalable, real-world perception under challenging conditions. Trained to PhD level with cross-disciplinary experience from hyperspectral imaging to wearable sensor analytics, he brings both academic rigor and systems-oriented pragmatism. Colleagues value his ability to translate novel theory into robust pipelines that accelerate AI adoption in safety-critical domains.
13 years of coding experience
13 years of employment as a software developer
Graduate, Electrical Engineering, Computer Vision, Graduate, Electrical Engineering, Computer Vision at West Virginia UniversityBachelor of Applied Science - BASc; Master of Science in Engineering, Applied Physics, Electrical Engineering, Bachelor of Applied Science - BASc; Master of Science in Engineering, Applied Physics, Electrical Engineering at Beihang UniversityPhD, Computer Engineering, PhD, Computer Engineering at University of Tennessee-Knoxville
English, Chinese
Github Skills (26)
sina-weibo9
extraction8
twitter8
ipados8
rss7
middleware7
rar7
zip7
networking7
e-mail7
compression6
zstd6
archiver6
api6
7zip6
Programming languages (4)
Github contributions (5)
guori12321/github2wechat
Jul 2017 - Jul 2017
Contributions:9 pushes, 2 branches, 12 comments in 2 days
guori12321/closure-compiler
Apr 2026 - Apr 2026
Contributions:9 pushes, 1 branch in 1 day
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