Hui Liu
Machine Learning Engineer at Meta
Belmont, California, United States
Summary
👤
Senior🎓
Top SchoolHui Liu is a Machine Learning Engineer with 10 years of experience building production ML and computer vision systems across startups and major tech firms, currently working on AI for Creation at Meta. He has deep practical experience improving robustness and deployment of vision models—raising object detection performance on unseen sites by 10% and shipping weed detection on mobile using TF/PyTorch/ONNX and MediaPipe. His background combines a PhD in Bioinformatics with professional MCS training, bridging computational biology, large-scale backend engineering, and applied ML in agriculture and media. At YouTube and X he led backend migrations and ML projects that reduced labeled-data needs via semi-supervised approaches, showing a knack for pushing research into production. Based in Belmont, CA, he’s an open-source enthusiast who brings cross-domain curiosity and a track record of making models more generalizable and deployable.
9 years of coding experience
18 years of employment as a software developer
Bachelor of Science Life Science, Bachelor of Science Life Science at Peking UniversityProfessional M.C.S Computer Science, Professional M.C.S Computer Science at University of Illinois Urbana-Champaign
Github Skills (200)
notion10
scheduling10
k8s10
mesos10
api10
kubernetes-monitoring10
edge-computing10
cilium10
continuous-delivery10
pipeline10
kubelet10
k3d10
kubernetes10
key-value-store10
k3s10
Programming languages (20)
Github contributions (5)
sunnoy/prometheus-libvirt-exporter
Nov 2018 - Oct 2023
Contributions:7 pushes, 1 branch, 1 tag in 4 years 11 months
sunnoy/ssrs
Nov 2016 - Oct 2017
Contributions:68 pushes, 7 branches in 11 months
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