Julia Stelman
Sr. Analyst, Customer Data Science & AI
United States
Summary
👤
Senior🎓
Top SchoolJulia Stelman is a data science specialist with nine years of professional experience and 4+ years focused on data management, modeling, and operationalizing analytics across government, non-profit, music, and retail industries. At The Guitar Center Company she builds stakeholder-facing analyses and prototypes GPT-powered tooling that can save marketing teams dozens of hours weekly, and previously created dashboards and automation that shifted teams toward self-serve, data-driven decisions. Her background includes rigorous environmental modeling at the EPA—rebuilding simulation pipelines, scaling runs by 10,000%, and co-authoring peer-reviewed work—and hands-on public health data systems that doubled field-team efficiency in Guatemala. She blends statistical rigor in R/Python/SQL with product-minded automation and clear communication, regularly training cross-functional teams up to director level. Notably, she pairs domain fluency in music and marketing with research-grade reproducibility, making complex models both interpretable and operational.
9 years of coding experience
5 years of employment as a software developer
Bachelor’s Degree Statistics, Bachelor’s Degree Statistics at University of California, DavisSemester exchange, Semester exchange at Pontificia Universidad Católica de ChileMaster's of Statistical Practice Statistics, Master's of Statistical Practice Statistics at Carnegie Mellon University
English, Spanish, Hungarian
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (3)
connections4
audio4
music4
Programming languages (2)
Github contributions (5)
stelmanj/MusicAndLanguage
Sep 2019 - Sep 2021
Exploring connections between audio features and lyric language in music.
Contributions:2 PRs, 50 pushes, 2 branches in 2 years
audiolyricaudio-featuresconnectionsmusic
puruckertom/stelman_urban_pesticides
Feb 2021 - Mar 2021
Contributions:52 commits, 50 pushes, 1 branch in 1 month
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