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 (10)
r-package10
r10
caret9
modeling8
model-checking7
graphic6
python4
machine-learning3
random-forest2
bookdown1
Programming languages (5)
Github contributions (5)
goodekat/LIME-diagnostics-paper
Sep 2020 - Jun 2021
Contributions:170 pushes in 8 months
goodekat/limeaid
Sep 2019 - Sep 2023
Contributions:88 pushes, 1 branch in 4 years
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