Doran Bae
Data Analyst
Singapore
Summary
👤
Senior🎓
Top SchoolDoran Bae is a seasoned data analyst with 10 years of experience translating product and business questions into measurable growth and operational strategies across major tech platforms. He has led analytics and insights programs at Meta across APAC mobile markets, built production ML pipelines and MLOps at TVB to improve VOD experiences, and now applies his expertise at Google. Comfortable at the intersection of strategy and engineering, Doran combines causal inference, predictive modeling, and executive-facing storytelling to drive incremental user growth and prioritize high-impact initiatives. Trained at UC Berkeley School of Information and the University of Michigan, he is as fluent in business cases and roadmaps as he is in Python-based model development—often focusing on moving models into production rather than just prototyping.
10 years of coding experience
9 years of employment as a software developer
Master of Information and Data Science, Data Science, Master of Information and Data Science, Data Science at UC Berkeley School of InformationBachelor of Arts (B.A.), Economics, Bachelor of Arts (B.A.), Economics at University of Michigan
Korean, English
Github Skills (7)
python8
gpu7
pytorch7
fastai7
machine-learning7
deep-learning7
nbdev5
Programming languages (1)
Github contributions (5)
doranbae/youTube-8m
Nov 2016 - Dec 2016
Contributions:52 commits, 59 pushes, 2 branches in 27 days
doranbae/Recommender-for-Korean-Dramas
Dec 2017 - Jan 2018
Contributions:19 commits, 13 pushes, 1 branch in 1 month
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