Shawn Sihao
Expert Machine Learning Engineer at Shopee
Singapore
Summary
👤
Senior🎓
Top SchoolShawn Sihao is an expert machine learning engineer based in Singapore with eight years of experience building production ML systems and ad-ranking algorithms at Shopee. He has progressed from intern to expert level working on pCTR/pCR models, recall and ranking for Shop, Live and Brand Ads, and guaranteed display systems, consistently translating research ideas into scalable pipelines. While pursuing a Ph.D. at NTU CMLab, he blends academic rigor with hands-on engineering, previously applying GANs to large-scale time-series anomaly detection at McLaren Applied and face recognition for KYC at Gojek. Known for full-stack ML delivery, he pairs deep modeling skills with practical deployment and optimization expertise that improve real-world ad performance at scale.
8 years of coding experience
5 years of employment as a software developer
Hwa Chong InstitutionElectronic and Information Engineering, Electronic and Information Engineering at Imperial College LondonBachelor of Engineering Science (with Hons) Master of Science in Technology Management Renaissance Engineering Programme with Specialisation in Computer Engineering, Bachelor of Engineering Science (with Hons) Master of Science in Technology Management Renaissance Engineering Programme with Specialisation in Computer Engineering at Nanyang Technological University Singapore
Chinese, English
Github Skills (13)
computer-vision10
openvino9
jupyter9
jupyter-notebook9
machine-learning9
inference9
deep-learning9
notebook9
mxgraph6
uml5
javascript4
react4
editor2
Programming languages (3)
Github contributions (5)
AnHou77/EM_Project1
Mar 2019 - Mar 2019
Contributions:44 pushes, 6 branches in 4 days
NTUST-2018FullStack/E_Commerce_Website
Oct 2018 - Dec 2018
Contributions:42 pushes, 3 branches in 1 month
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