Choon Yu
Senior Data Science Lead (Manager)
Singapore, Singapore
Summary
🤩
Rockstar🎓
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 (52)
aws-redshift10
spark10
cassandra10
data-warehouse10
data-engineering10
data-modeling10
star-schema10
scrapy10
airflow10
fairlearn10
data-lake10
mongodb10
style-transfer9
convolutional-neural-networks9
pyspark9
Programming languages (4)
Github contributions (5)
alanchn31/Data-Science-Portfolio
Jun 2020 - Jun 2021
Personal Data Science Projects
Contributions:74 commits, 6 PRs, 70 pushes in 1 year
data-scienceconvolutional-neural-networksdeep-learningethical-aiethical-artificial-intelligence
alanchn31/ML-ToolBox
Dec 2020 - May 2025
Contributions:10 pushes, 1 branch in 4 years 5 months
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