Eric Xu
Machine Learning Infrastructure Engineer at Grubhub
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolEric Xu is a Machine Learning Infrastructure Engineer in New York with 13 years of experience building reliable, production-grade ML pipelines and data platforms. At Grubhub he architects reusable orchestration for data validation, model training, evaluation, and continuous serving, bringing production reliability to ML workflows. His background spans real-time analytics and large-scale streaming systems—processing billions of events daily at Outbrain—and hands-on ETL, Spark, and model ops work. Eric also founded and grew the NYC Data Science Study Group to 4,500 members, regularly leading workshops and industry panels, which underscores his commitment to community education. Earlier roles in ESG research and finance give him uncommon domain fluency in data-driven decision making and quantitative analysis. He pairs engineering rigor with design sensibility to turn complex ML requirements into pragmatic, maintainable systems.
13 years of coding experience
8 years of employment as a software developer
Other, Data Science, Other, Data Science at General AssemblyBA, Economics, with concentrations in Statistics and Computer Science, BA, Economics, with concentrations in Statistics and Computer Science at University of Rochester
Chinese
Github Skills (27)
metadata9
nyc9
cross-validation9
stripe8
linkedin8
mocking8
testing7
datahub7
data-governance7
data-management7
classification7
data-catalog7
metadata-management6
science6
validation6
Programming languages (5)
Github contributions (5)
Eric-Xu/nydssg_pipelines
Jan 2015 - Sep 2019
Presentation at the NYC Data Science Study Group on how to streamline your cross-validation and classification workflow using scikit-learn's Pipelines and FeatureUnions modules.
Contributions:7 commits, 3 PRs, 4 pushes in 4 years 8 months
workflowstreamlinepythonpresentationscience
Eric-Xu/nycdssg_talks
Jun 2015 - Jul 2016
Contributions:32 commits, 18 pushes, 1 branch in 1 year 1 month
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