Stefan Heindorf
Research Group Lead at Paderborn University
Paderborn, North Rhine-Westphalia, Germany
Summary
👤
Senior🎓
Top SchoolStefan Heindorf is a Research Group Lead and data science expert with over a decade of academic research experience focused on Explainable Artificial Intelligence. Based at Paderborn University, he progressed from research assistant to postdoctoral researcher and now leads a junior research group driving interpretable ML methods and applied XAI research. His background includes industry research internships at Yahoo and Adobe, giving him practical exposure to knowledge graphs and data-driven product problems. Holding a PhD in Computer Science from Paderborn, he blends rigorous methodological work with hands-on experiments and mentorship of early-career researchers. Notably, his career emphasizes translating complex model behavior into actionable, auditable insights for both academic and industrial stakeholders.
10 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Computer Science, Doctor of Philosophy (Ph.D.), Computer Science at Paderborn University
German, English
Github Skills (24)
dice10
rdf10
expressions9
semantics9
ontology9
semantic-web9
graph9
gatsby9
description-logics9
owl9
knowledge-graph8
mingw-w648
machine-learning7
targets7
python6
Programming languages (5)
Github contributions (5)
wsdm-cup-2017/wsdm-cup-2017.github.io
Jul 2016 - Jun 2022
Contributions:55 commits, 51 pushes in 5 years 11 months
causenet-org/causenet-org.github.io
Aug 2020 - Dec 2020
Contributions:22 pushes in 3 months
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