Tony Guo
Engineering Manager at AI71
Singapore
Summary
👤
Senior🎓
Top SchoolTony Guo is an engineering manager and machine learning leader based in Singapore with 11 years of experience building production ML systems for consumer payments and smart-city applications. He led ML work on Google Pay focused on user growth and payments for next-billion users, and transitioned between industry and academia as a research faculty and postdoc driving applied ML projects. Tony pairs a PhD in spatial databases with hands-on engineering roles at Baidu and AI product leadership, giving him a rare mix of research rigor and product delivery. He prioritizes composable, maintainable system design—reflected in his GitHub ethos of favoring composition over complex mixins. As a tech advisor and leader at startups and enterprises, he scales teams and ML pipelines from prototype to production while keeping an eye on real-world ambiguity in data. Colleagues know him for turning academic insights into pragmatic solutions that improve user experience at scale.
11 years of coding experience
6 years of employment as a software developer
Bachelor's degree Information Security, Bachelor's degree Information Security at Harbin Institute of TechnologyDoctor of Philosophy (PhD) Spatial Database, Doctor of Philosophy (PhD) Spatial Database at Nanyang Technological University Singapore
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
react-bootstrap7
reactstrap7
uploader5
bootstrap5
javascript4
react4
react-router-redux3
eslint2
redux2
webpack2
react-redux2
boilerplate2
react-router2
sketch2
sketch-app2
Programming languages (1)
Github contributions (5)
guotaonature/gmr
Jun 2015 - Feb 2017
Contributions:7 pushes, 1 branch in 1 year 8 months
guotaonature/AI_mockup
Jan 2015 - Apr 2017
Contributions:4 pushes in 2 years 2 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.