Zhongkai Zhao

Machine Learning System Engineer at ByteDance

Shanghai, Shanghai, China
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Summary

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Zhongkai Zhao is a machine learning systems engineer with seven years of experience focusing on efficient training and inference for video generation models. Currently at ByteDance and pursuing a Master of Computing (AI) at the National University of Singapore, he blends production ML engineering with rigorous academic research. His papers have appeared in top venues (FSE 2023, BMVC oral, and co-authored OOPSLA 2025), reflecting strengths at the intersection of systems and research. A top-ranked graduate from Tongji University and a visiting student at UC Berkeley, he brings strong theoretical grounding and practical optimization skills. He has moved between research labs and high-throughput industry environments, delivering ML systems work that scales to real-world video workloads. Known internally as "mlsys" on GitHub, he combines low-level systems thinking with applied ML to speed up model turnaround.
code7 years of coding experience
job3 years of employment as a software developer
bookVisiting Student, 4.0 / 4.0, Visiting Student, 4.0 / 4.0 at University of California, Berkeley
bookBachelor's degree, Computer Science, 4.78 / 5.0 (Achieved 5.0 for three consecutive semesters, Overall rank: 1 / 120), Bachelor's degree, Computer Science, 4.78 / 5.0 (Achieved 5.0 for three consecutive semesters, Overall rank: 1 / 120) at Tongji University
bookMaster of Science - MS, Master of Computing, AI Specialization, Master of Science - MS, Master of Computing, AI Specialization at National University of Singapore
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Github Skills (27)

machine-learning10
hpc10
inference10
large-scale10
distributed-computing10
llm10
data-parallelism10
deep-learning10
ai10
foundation-models10
requirements-txt8
survey7
prompt7
nlp7
thesaurus6

Programming languages (2)

C++Python

Github contributions (5)

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KKZ20/ColossalAI

Sep 2023 - Apr 2024

Making large AI models cheaper, faster and more accessible
Contributions:10 PRs, 113 pushes, 16 branches in 6 months
KKZ20/C-compiler

Apr 2021 - Jun 2021

Contributions:15 commits in 2 months
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Zhongkai Zhao - Machine Learning System Engineer at ByteDance