Erin Shellman
Data Science Architect
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolErin Shellman is a Data Science Architect and technical leader with 12 years of experience building delivery-focused, product-oriented analytics organizations across retail, synthetic biology, and healthcare. She has scaled teams from single digits to 40+ members and led cross-functional data platforms, analytics, and data-product initiatives that delivered operational dashboards, custom web tools, and production ML for decision-making. Erin pairs deep technical fluency (PhD in Bioinformatics, MS in Biostatistics) with pragmatic program leadership—recruiting nationally, managing P&L, and driving SOX-compliant data processes. She’s equally comfortable shaping company strategy and teaching others, having created corporate curricula and university courses in applied machine learning. Outside core data work she runs audio engineering and production ventures, reflecting a hands-on approach to craft and continuous learning. Colleagues know her for improving data storytelling through rigorous communication, peer editing, and iterative delivery.
12 years of coding experience
13 years of employment as a software developer
Doctor of Philosophy (PhD) Bioinformatics, Doctor of Philosophy (PhD) Bioinformatics at University of MichiganBachelor of Arts - BA Economics Evolutionary Biology, Bachelor of Arts - BA Economics Evolutionary Biology at Case Western Reserve University
Stackoverflow
3,613reputation
660kreached
8answers
13questions
Github Skills (51)
mining10
flask9
react8
python8
data-science7
visualization7
analytics7
data-mining7
apache7
pandas7
data-analysis7
data-visualization7
rmarkdown6
macos6
igraph6
Programming languages (5)
Github contributions (5)
erinshellman/data-mining-starter-kit
Mar 2015 - Apr 2017
Contributions:3 PRs, 154 pushes, 1 branch in 2 years 1 month
pythonminingpaldata-scienceteaching
erinshellman/BI-TECH-CP303
Feb 2015 - Dec 2016
Contributions:106 commits, 1 PR, 92 pushes in 1 year 9 months
data-analysispythonminingprofessionaldata-science
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