Chengyi Zhang
Machine Learning Engineer at ByteDance
Guangdong Province, China
Summary
👤
Senior🎓
Top SchoolChengyi Zhang is a Machine Learning Engineer with a decade of experience building predictive models and data-driven solutions across industry and clinical research. Currently at ByteDance, he applies ML and data mining to optimize game distribution, user acquisition and churn prediction, and model deployment at scale. His background includes computer vision research at SenseTime and clinical ML work at Imperial College London, where he denoised biomechanical signals and developed prognostic models for osteoarthritis. Chengyi holds an MSc (Distinction) from Imperial College and a double specialist BSc from the University of Toronto, blending strong theory in computing and quantitative economics. Bilingual in English and Mandarin, he excels at translating messy large-scale data into clear visuals and business-facing insights. A detail that sets him apart is his track record of delivering performance-optimized tools—such as a constant-time duplicate-checker for multimedia—that pushed research prototypes toward production readiness.
10 years of coding experience
1 year of employment as a software developer
Msc in Advanced Computing, Computer Science, Distinction, Msc in Advanced Computing, Computer Science, Distinction at Imperial College LondonBachelor of Science - BS, Computer Science and Mathematical Analysis in Economics and Finance Double Specialist, 3.81/4.00, Bachelor of Science - BS, Computer Science and Mathematical Analysis in Economics and Finance Double Specialist, 3.81/4.00 at University of Toronto
Github Skills (37)
benchmark10
visible10
infrared10
fusion10
microscopy10
prediction6
temporal5
dataset-generation4
kinect4
translation4
variational-autoencoder4
sensor4
ros4
deep-learning3
computer-graphics3
Programming languages (4)
Github contributions (5)
xingchenzhang/VIFB
Apr 2020 - Sep 2021
Visible and Infrared Image Fusion Benchmark
Contributions:21 commits, 26 pushes, 23 comments in 1 year 5 months
visiblefusionbenchmarkmicroscopyimage-fusion
xingchenzhang/RGB-T-fusion-tracking-papers-and-results
Apr 2019 - Jun 2022
Contributions:47 commits, 25 pushes, 6 comments in 3 years 3 months
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