Germayne Ng
Head Of Data Science- Maps
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolGermayne Ng is a data science leader and Head of Data Science – Maps based in Singapore, with nearly a decade of experience delivering production-scale routing, location recommendation, and map technologies that serve millions of users. He has progressed from hands-on lead data scientist—holding a Singapore patent for a routing invention—to strategic CTO-level reporting, building teams that combine genAI, vision and NLP capabilities. An experienced educator and mentor, he has coached 100+ students across top bootcamps and university programs and consistently scores high NPS as a lecturer. Beyond product delivery, Germayne sustains competitive research practice through Kaggle competition success and popular technical writing, blending rigorous math (MSc CS, BSc Math & Economics) with practical deployment on cloud and edge systems. He favors elegant, bug-resistant code and brings a rare mix of patented innovation, pedagogical impact, and production engineering discipline to mapping and location intelligence.
9 years of coding experience
7 years of employment as a software developer
Master of Science - Msc Computer Science, Master of Science - Msc Computer Science at Georgia Institute of TechnologyExchange program Mathematics and Economics, Exchange program Mathematics and Economics at University of GroningenBachelor of Science (BSc) Mathematics and Economics, Bachelor of Science (BSc) Mathematics and Economics at Nanyang Technological University Singapore
Github Skills (200)
gbm10
xgboost10
parallel10
python10
pmdarima10
deep-learning10
forecast10
efficientnet10
portable10
forecasting-models10
r10
gradient-boosting10
gradient10
forecasts10
lightgbm10
Programming languages (11)
Github contributions (5)
GA-datascience/Kaggle-Quora
Mar 2017 - Jun 2017
Contributions:107 commits, 106 pushes, 1 branch in 2 months
germayneng/Kaggle-My-Code-Hub
Mar 2017 - Apr 2018
Contributions:223 commits, 222 pushes, 1 branch in 1 year 1 month
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