Carl Shneider
Associate Researcher
Luxembourg
Summary
👤
Senior🎓
Top SchoolCarl Shneider is an Associate Researcher and PhD astrophysicist based in Luxembourg with over a decade of experience applying physics, mathematics, big data analytics, and AI to space and life-science problems. He has led and contributed to high-impact projects—from super-resolution solar magnetism with NASA Frontier Development Lab to forecasting geomagnetic events at the University of Luxembourg—bridging domain science and production-ready machine learning. Comfortable across the stack of scientific tooling (Python, TensorFlow/PyTorch, HPC, Git) and statistical methods, he translates complex physical models into efficient, data-driven solutions. A frequent presenter and invited thought leader in space-weather and heliophysics forums, he also has interdisciplinary experience in genomics and medical imaging, reflecting a knack for adapting ML to diverse, high-stakes datasets.
10 years of coding experience
12 years of employment as a software developer
Master of Advanced Study (MASt), Part III of the Mathematical Tripos, Astronomy and Astrophysics, Master of Advanced Study (MASt), Part III of the Mathematical Tripos, Astronomy and Astrophysics at University of CambridgeDoctor of Philosophy - PhD, Astronomy and Astrophysics, Doctor of Philosophy - PhD, Astronomy and Astrophysics at Leiden UniversityMaster of Science (MSc), Theoretical Physics, Master of Science (MSc), Theoretical Physics at Utrecht UniversityMaster of Science (MSc), Applied Mathematics, Master of Science (MSc), Applied Mathematics at Rensselaer Polytechnic InstituteExchange student, ETH scholarship, Physics and Mathematics, Exchange student, ETH scholarship, Physics and Mathematics at ETH ZürichInternational Baccalaureate Diploma, Summa Cum Laude, International Baccalaureate Diploma, Summa Cum Laude at International Baccalaureate
English, Russian, German, Spanish, Dutch
Github Skills (12)
biomedical10
imaging9
django9
django-rest-framework9
docker9
medical-imaging9
reproducible-research9
computer-vision9
machine-learning8
neuroimaging8
python8
ai8
Programming languages (2)
Github contributions (2)
cshneider/soho-ml-data-ready
Aug 2020 - Dec 2021
Contributions:169 commits, 46 pushes, 2 branches in 1 year 4 months
comic/grand-challenge.org
Feb 2016 - Sep 2016
A platform for end-to-end development of machine learning solutions in biomedical imaging
Contributions:27 commits in 7 months
neuroimagingpythonend-to-enddjango-rest-frameworkdjango
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