Jack Barbey
Principal Architect, Identity at MNTN
Missouri, United States
Summary
🤩
Rockstar🎓
Top SchoolJack Barbey is a Principal Architect specializing in identity and data-driven analytics with nine years of experience applying machine learning and big-data engineering to advertising and media measurement. He has progressed from research roles into senior data science positions at Nielsen and The Trade Desk, now leading identity architecture at MNTN to bridge probabilistic identity resolution with production-scale systems. His work includes designing neural architectures and novel assignment algorithms that improved demographic prediction, automating validation pipelines to cut hours-long processes to minutes, and productionalizing audience segmentation for TV ratings. Comfortable across Python, PySpark, PyTorch/Keras and AWS, he pairs rigorous research instincts from the Center for Data Science and Public Policy with pragmatic, revenue-impacting engineering demonstrated early in his career. Based in Missouri, he brings a blend of academic rigor and product-focused execution that consistently turns experimental models into reliable, scalable systems.
9 years of coding experience
7 years of employment as a software developer
University of Chicago
German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (8)
prediction10
modeling9
python9
machine-learning9
artificial-intelligence9
data-science8
science8
transform3
Programming languages (2)
Github contributions (5)
dssg/obscuritext
Jan 2018 - Jan 2018
Contributions:23 commits, 1 PR, 6 pushes in 23 days
stilltext-transformtransform
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.