Fan Gong
Senior Machine Learning Engineer at Grubhub
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolFan Gong is a Senior Machine Learning Engineer with nine years of experience building production ML systems, currently driving candidate selection and ranking models at Grubhub. A Columbia-trained statistician, he blends strong probabilistic modeling and deep learning skills with hands-on MLOps—deploying microservices, automated pipelines, and containerized workloads on AWS and Kubernetes. His background spans recommendation systems, time-series forecasting, and causal/optimization projects in healthcare and adtech, often transforming messy, large-scale data into actionable models. Notably, he has implemented next-best-action systems and LTR/CTR models in production and maintains a public blog and GitHub showcasing his applied data science work.
8 years of coding experience
4 years of employment as a software developer
Master’s Degree, Statistics (Data Science Track), Master’s Degree, Statistics (Data Science Track) at Columbia University Graduate School of Arts and SciencesBachelor’s Degree, Statistics, Bachelor’s Degree, Statistics at Jilin University
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (33)
task-queue8
queue8
python8
celery8
rabbitmq8
administration8
asynchronous8
redis8
monitor7
admin7
monitoring7
statistical-inference7
probabilistic7
mcmc7
bayesian7
Programming languages (2)
Github contributions (5)
Fan-Gong/Fan-Gong.github.io
Jan 2018 - Oct 2020
My data science blog
Contributions:152 commits, 146 pushes, 1 branch in 2 years 10 months
Fan-Gong/Machine-Learning-Review
Jul 2017 - Oct 2017
Contributions:45 pushes, 1 branch in 3 months
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