Daniel Marbach
Senior Principal Scientist at Roche
Basel, Basel-City, Switzerland
Summary
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Senior🎓
Top SchoolDaniel Marbach is a Senior Principal Scientist with 11+ years of experience applying machine learning and computational biology to translate large-scale biomedical data into patient- and tissue-specific disease mechanisms. Based in Basel, he has led high-impact, open-data initiatives such as multiple DREAM Challenges and built the most comprehensive resource for tissue- and cell-type regulatory circuits, work that underpinned a Nature Methods cover article. At Roche and in academic roles at MIT, the Broad Institute, and EPFL, he developed ensemble and network-inference methods that harness crowdsourced wisdom to improve pathway discovery and biomarker identification. He combines deep technical expertise in integrative omics and regulatory network reconstruction with a strong commitment to collaborative, reproducible science, often coordinating cross-disciplinary teams and wet-lab validation. A less obvious strength is his track record of turning competition-style benchmarking into widely used community resources that accelerate reproducible discovery.
11 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (PhD), Computer Science, Doctor of Philosophy (PhD), Computer Science at Ecole polytechnique fédérale de Lausanne
German, English, French, portugese
Stackoverflow
21reputation
975reached
1answer
0questions
Github Skills (1)
ninject6
Github contributions (5)
marbach/magnum-app
Sep 2015 - Nov 2015
Contributions:37 commits, 9 pushes, 1 branch in 1 month
marbach/magnum
Apr 2015 - Nov 2015
Contributions:21 commits, 13 pushes, 1 branch in 7 months
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