Fan Dong
Data Scientist II
Shanghai, Canada
Summary
🤩
Rockstar🎓
Top SchoolFan Dong is a Senior Machine Learning Engineer with a decade of experience building large-scale, production ML systems across advertising, finance, and research settings. Currently at iQIYI in Shanghai, he has driven multi-point online revenue growth by improving CTR/CVR ranking through cross-feature networks, sequential modeling, and multi-domain learning while solving engineering challenges like ID hash collisions and dynamic embeddings. His research background from the University of Calgary includes federated AI for financial crime detection (NIST/NSF-supported work that placed in the U.S. PETs Challenge) and publications on privacy and heterogeneity in distributed learning. Equally comfortable in academia and industry, he combines hands-on deployment skills—feature stores, A/B experimentation, RTB calibration—with up-to-date exploration of generative and multimodal recommendation models. Fan’s profile reflects a rare blend of rigorous research output and measurable business impact, with a knack for translating advanced ML ideas into production-ready systems.
11 years of coding experience
7 years of employment as a software developer
Master's degree, Economics (Econometrics), Master's degree, Economics (Econometrics) at Central University of Finance and EconomicsMaster's degree, Software Engineering (AI), Master's degree, Software Engineering (AI) at University of Calgary
Github Skills (74)
delete-files10
react-redux10
microservices-application10
minio-client10
paas10
k8s10
javascript10
minio10
gulp10
multicloud10
password-policy10
html10
ant10
agile10
ldap10
Programming languages (9)
Github contributions (5)
open-hand/choerodon-front
May 2018 - Oct 2019
Choerodon Front is a total front-end of Choerodon that combines Choerodon IAM and Choerodon DevOps.
Contributions:343 commits, 1 push, 2 branches in 1 year 5 months
devopsfrontendchoerodonjavascriptcss
choerodon/choerodon-front-template
Jun 2018 - Feb 2019
This is a choerodon front template.
Contributions:12 releases, 24 commits, 19 pushes in 8 months
cssjavascripttemplatechoerodonchoerodon-ui
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