Katherine Goode
Research And Development Statistician
Albuquerque, New Mexico, United States
Summary
👤
Senior🎓
Top SchoolKatherine Goode is a research and development statistician at Sandia National Laboratories with nine years of experience bridging statistical theory, explainable machine learning, and applied scientific collaboration. She earned a PhD in Statistics from Iowa State and has a track record of guiding experimental design and data analysis across academia and national lab projects, from toxicity studies to interactive Shiny apps using random forests. At Sandia she focuses on illuminating how ML models make decisions to support research teams, drawing on prior roles as a postdoc, intern, and long-serving statistical consultant. Colleagues rely on her for clear communication of complex analyses and for translating methodological insights into usable tools; outside work she channels analytical curiosity into outdoor adventures and travel.
9 years of coding experience
5 years of employment as a software developer
PhD, Statistics, PhD, Statistics at Iowa State UniversityMaster's Degree, Statistics, Master's Degree, Statistics at University of Wisconsin-MadisonBachelor of Arts, Mathematics, Bachelor of Arts, Mathematics at Lawrence University
Github Skills (20)
scatter-plot10
r-package10
sports-data10
caret9
meta-analysis8
interpretable-machine-learning7
model-checking7
modeling7
iml6
lime6
r6
latent-dirichlet-allocation5
xai5
machine-learning4
python4
Programming languages (5)
Github contributions (5)
goodekat/limeaid
Sep 2019 - Sep 2023
Contributions:88 pushes, 1 branch in 4 years
goodekat/presentations
Jul 2019 - Oct 2022
Contributions:158 commits, 220 pushes, 1 branch in 3 years 3 months
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