Hudson Golino
Associate Professor Of Quantitative Methods
Charlottesville, Virginia, United States
Summary
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Senior🎓
Top SchoolHudson Golino is an Associate Professor of Quantitative Methods at the University of Virginia with 11 years of experience applying psychometrics, data mining, and machine learning to psychological and educational measurement. He holds a Ph.D. in Neurosciences/Data Mining and multiple certifications in applied measurement, Rasch methods, and statistics in medicine, reflecting a strong interdisciplinary foundation. Hudson’s work spans academic leadership, instrument construction and validation, and applied data science in healthcare settings where he has developed predictive algorithms for ICU outcomes. He has taught and conducted research across Brazil and the U.S., integrating computational approaches into psychology curricula and graduate training. Beyond traditional psychometrics, he runs generativepsychometrics.com and networkpsychometrics.com, signaling an active interest in novel, network-based and generative methods for measurement. Colleagues value him for bridging rigorous methodological research with practical tools for assessment and data-driven clinical decision making.
11 years of coding experience
8 years of employment as a software developer
Certification, Rasch Measurement, Certification, Rasch Measurement at The University of Western AustraliaCertification, Introduction to Mathematical Philosophy, Certification, Introduction to Mathematical Philosophy at Ludwig-Maximilians-Universität MünchenCertification, Applied Measurement, Certification, Applied Measurement at University of VirginiaDoctor of Philosophy (Ph.D.), Neurosciences/Data Mining, Doctor of Philosophy (Ph.D.), Neurosciences/Data Mining at Universidade Federal de Minas GeraisCertification, Statistics in Medicine, Certification, Statistics in Medicine at Stanford University
English, Portuguese, Spanish
Github Skills (19)
quarto9
documentation6
react6
r-package6
variable-selection5
pca5
nextjs5
feature-extraction4
bootstrap4
regression-models4
sentiment4
linear-models4
statistical-models4
gmm4
sentiment-analysis3
Programming languages (2)
Github contributions (5)
hfgolino/hfgolino.github.io
Jun 2018 - May 2020
Contributions:59 pushes, 1 branch in 1 year 10 months
hfgolino/datasciencecoursera
Jan 2015 - Jan 2015
Contributions:6 pushes in 1 day
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