Marcin Jurek

Data Scientist

Dallas, Texas, United States
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Summary

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Senior
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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.
code11 years of coding experience
job8 years of employment as a software developer
bookB.A Economics, B.A Economics at Warsaw School of Economics
bookDoctor of Philosophy - PhD Statistics, Doctor of Philosophy - PhD Statistics at Texas A&M University
bookB.A Mathematics, B.A Mathematics at University of Warsaw
bookMaster of Arts (M.A.) Economics, Master of Arts (M.A.) Economics at Stanford University
languagesPolish, German, French
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Stackoverflow

Stats
424reputation
18kreached
3answers
15questions
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Github Skills (16)

gaussian-processes9
inference8
ubuntu6
debugging6
apache-spark6
rcpp6
java6
gaussian6
jdb6
rcpparmadillo6
r6
gcc6
sparse-matrix4
docker-image2
spark1

Programming languages (4)

ShellRCythonPython

Github contributions (5)

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marcinjurek/scalable-FFBS

Jul 2020 - Jul 2022

Contributions:23 commits, 4 pushes, 1 branch in 2 years
katzfuss-group/GPvecchia

Oct 2018 - Oct 2022

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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