Choon Yu
Senior Data Scientist (AVP)
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolChoon Yu is a Senior Data Scientist (AVP) based in Singapore with 9 years of industry experience and six years focused specifically on data science and machine learning. He has a strong track record delivering supply chain and credit-risk solutions—building demand forecasting, inventory optimization and credit scorecard systems that measurably reduced working capital and improved availability and approval rates. He has led small DS teams end-to-end, shipping forecasting packages and MLOps-ready solutions used across marketing, procurement and operations, and has experience translating business needs into technical roadmaps and sprint plans. Academically grounded with an MS in Analytics from Georgia Tech and an MIT MicroMasters in Supply Chain, he blends rigorous analytics with practical deployment experience at firms from Tokopedia and Grab to Hyundai and OCBC. Notably, he has applied probabilistic and econometric approaches to real-world inventory problems, achieving up to 20% working capital improvement—evidence of his ability to turn advanced models into tangible business impact.
9 years of coding experience
7 years of employment as a software developer
Micromasters, Supply Chain Management, Micromasters, Supply Chain Management at Massachusetts Institute of TechnologyMaster of Science - MS, Analytics, Master of Science - MS, Analytics at Georgia Institute of TechnologyBachelor of Applied Science (Highest Distinction), Mathematics and Economics, Bachelor of Applied Science (Highest Distinction), Mathematics and Economics at Nanyang Technological University Singapore
English, Chinese
Github Skills (69)
data-warehouse10
scrapy10
fairlearn10
aws-redshift10
spark10
cassandra10
data-lake10
mongodb10
data-modeling10
singer10
data-engineering9
capstone9
style-transfer9
python9
star-schema9
Programming languages (4)
Github contributions (5)
alanchn31/Loan-Default-Prediction
Dec 2020 - Dec 2020
Loan Default Prediction using PySpark
Contributions:38 commits, 8 PRs, 33 pushes in 14 days
pythonpredictiondata-scienceloanmachine-learning
alanchn31/Data-Science-Portfolio
Jun 2020 - Jun 2021
Personal Data Science Projects
Contributions:74 commits, 6 PRs, 70 pushes in 1 year
pythonpersonal-datafairlearnimage-classificationtensorflow
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.