Tian-tsong Ng
Data Science Lead (Platform Team)
Singapore
Summary
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Senior🎓
Top SchoolTian-tsong Ng is a Lead Data Scientist based in Singapore with 10 years of experience building enterprise-grade AI frameworks and delivering investment insights across multiple asset classes at GIC. He blends deep research pedigree—a PhD in computer vision from Columbia and an MPhil from Cambridge—with hands-on leadership, having co-led a video analytics department and managed teams developing production AI/ML systems. His background spans quantitative finance, real-time fraud detection, retail/CPG modeling and ecological and biomedical applications, showing a rare ability to translate advanced models into domain-specific impact. Known for bridging research and production, he has moved from algorithmic image forensics and gene-pattern discovery to deploying SDKs and components used at the top of the house. Colleagues can expect a practitioner who combines academic rigor with pragmatic engineering and cross-domain curiosity.
10 years of coding experience
18 years of employment as a software developer
M.Phil. Signal Processing, M.Phil. Signal Processing at University of CambridgePhD Computer Vision, PhD Computer Vision at Columbia UniversityB.Eng (1st Hons) Electrical Engineering, B.Eng (1st Hons) Electrical Engineering at University of MalayaGithub contributions (3)
tiantsong/physical-cg
Feb 2016 - Nov 2017
Contributions:5 commits, 4 pushes, 1 branch in 1 year 9 months
tiantsong/single-image-crf
Feb 2016 - Jul 2016
Contributions:7 commits, 6 pushes, 1 branch in 4 months
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