Tong Zhou
Machine Learning Engineer - Sponsored Product Ads Retrieval at Amazon
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolTong Zhou is a machine learning engineer with eight years of experience building recommendation, product intelligence, and ads retrieval systems at Meta and Amazon. Currently leading ML platform and product efforts for Sponsored Products efficient ads retrieval, he combines hands-on model development with production-grade ranking and retrieval engineering. His background spans creator and marketplace recommendation work, giving him a strong sense for both user and item value modeling. A Rice University CS master's and a high-achieving undergraduate from Xidian underpin his ability to bridge research-quality methods and scalable industry systems. Notably, he has moved between deep recommendation problems and large-scale ads serving, showing a knack for translating complex ML into high-throughput, business-critical products.
8 years of coding experience
5 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Rice UniversityBachelor's degree, Computer Science, 3.82/4.0, Bachelor's degree, Computer Science, 3.82/4.0 at Xidian University
Chinese, English
Github Skills (43)
gns310
kubernetes9
networking9
security9
charts9
docker9
openstack9
segment9
network-security8
network8
k8s8
zero-trust8
go8
helm8
cni8
Programming languages (4)
Github contributions (5)
nokia-t1zhou/segment-routing-step-by-step
Oct 2019 - Jul 2022
通过使用GNS3和Cisco模拟器来搭建Segment Routing网络模型，并在这个网络模型中使用Segment Routing
Contributions:103 commits, 1 PR, 83 pushes in 2 years 9 months
gns3segmentsegment-routingrouting
nokia-t1zhou/k8s-and-linux-tips
Mar 2024 - Apr 2025
Contributions:22 pushes, 1 branch in 1 year
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