Marcin Jurek is an assistant professor of statistics at Southern Methodist University who builds scalable data assimilation pipelines to rapidly process massive spatio-temporal and environmental datasets, with a strong focus on satellite and GPS-derived observations. With over a decade of experience bridging academia and industry, he applies statistical and computational methods to calibrate scientific models, having developed large-scale malware classifiers and production databases earlier in his career. His background spans a PhD in Statistics, an MA in Economics from Stanford, and research at UT Austin and Texas A&M, reflecting deep interdisciplinary training in math, economics, and computation. Notably, he often blends algorithmic improvements with practical software tweaks—such as accelerating Dynare estimations—to make scientific workflows faster and more reliable.
11 years of coding experience
8 years of employment as a software developer
B.A Economics, B.A Economics at Warsaw School of Economics
Doctor of Philosophy - PhD Statistics, Doctor of Philosophy - PhD Statistics at Texas A&M University
B.A Mathematics, B.A Mathematics at University of Warsaw
Master of Arts (M.A.) Economics, Master of Arts (M.A.) Economics at Stanford University
Fast Gaussian-process inference using Vecchia approximations
Contributions:2 releases, 230 commits, 118 pushes in 4 years 1 month
gaussian-processesinference
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