Anton Leontyev
Assistant Professor Of Psychology & Director Of Institutional Review Boad at Geneva College
Pennsylvania, United States
Summary
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Senior🎓
Top SchoolAnton Leontyev is an Assistant Professor of Psychology and IRB Director with a PhD in Cognition and Cognitive Neuroscience and nine years of experience applying programming, statistical computing, and machine learning to cognitive and clinical data. He designs and runs EEG and behavioral experiments, builds predictive models (LASSO, Ridge, Random Forest, Random Survival Forest) for mental-health markers, and has achieved near-clinical accuracy identifying depression signals. Equally comfortable teaching SPSS, R, Python and SQL as he is visualizing results in Tableau and PowerBI, he translates complex statistics into accessible insights for students and humanities faculty. He has led IRB policy modernization to ensure HIPAA compliance and mentors students through research to peer-reviewed presentation. A pragmatic researcher, he combines rigorous psychometrics (EFA/CFA/SEM, hierarchical Bayesian modeling) with practical ETL and A/B testing to move cognitive science from data to decision.
9 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy (PhD), Cognition & Cognitive Neuroscience, Doctor of Philosophy (PhD), Cognition & Cognitive Neuroscience at Texas A&M UniversityBachelor of Science (B.S.), Psychology, n/a, Bachelor of Science (B.S.), Psychology, n/a at State University — Higher School of EconomicsMaster of Science (MSc), Experimental psychology, n/a, Master of Science (MSc), Experimental psychology, n/a at University of Louisiana at Lafayette
Русский, English, German
Github Skills (26)
csv6
julia6
csv-parser6
csv-import6
csv-reader5
delimited5
datasets5
dataframes4
bayesian4
tabular4
python3
decision-making3
modeling3
in-memory3
hierarchical3
Programming languages (4)
Github contributions (5)
agleontyev/SSRTcalc
Apr 2021 - Dec 2024
Contributions:27 pushes, 1 branch in 3 years 8 months
agleontyev/agleontyev
Sep 2019 - Feb 2023
Contributions:256 commits, 261 pushes, 3 branches in 3 years 5 months
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