Ioan Bucur
Data Steward
Nijmegen, Gelderland, Netherlands
Summary
👤
Senior🎓
Top SchoolIoan Bucur is a data steward and academic researcher with 11 years’ experience applying statistics and machine learning to biomedical problems and policy-relevant questions. With a PhD in Data Science from Radboud University and an MSc in Statistics from ETH Zürich, he specializes in causal inference, causal discovery, and latent variable modeling for health applications. He combines hands-on methodological research and teaching with practical data governance work, now overseeing institutional compliance as Data Steward while serving as Assistant Professor. His background includes performance-focused C++ development at CERN and building reproducible analysis pipelines, reflecting a rare mix of deep theory and production-grade engineering. Colleagues rely on him to translate complex probabilistic methods into actionable insights for policymakers and clinicians.
11 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science (Data Science), Doctor of Philosophy - PhD Computer Science (Data Science) at Radboud UniversityMaster's (MSc) Statistics, Master's (MSc) Statistics at ETH ZürichBachelor's (BEng) Computers and Information Technology, Bachelor's (BEng) Computers and Information Technology at Universitatea Politehnica din Timişoara
English, French, German, Spanish, Romanian, Dutch
Github Skills (17)
rcpparmadillo9
rcpp9
interpretable-machine-learning7
iml6
lime6
machine-learning-models5
machine-learning4
statistics2
shap2
shapley2
time-series1
java1
timeseries-database1
postgresql1
glm1
Programming languages (1)
Github contributions (5)
igbucur/BayesMR
Jun 2019 - Oct 2020
Contributions:66 commits, 62 pushes, 3 branches in 1 year 4 months
igbucur/BFCS
Sep 2019 - Oct 2020
Contributions:58 commits, 23 pushes, 1 branch in 1 year 1 month
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