Kevin Wilkinghoff
Postdoctoral Researcher at Aalborg University
Aalborg, North Denmark Region
Summary
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Senior🎓
Top SchoolKevin Wilkinghoff is a postdoctoral researcher based in Aalborg with a decade of experience at the intersection of machine learning and applied research, specializing in anomaly and out-of-distribution detection and representation learning. He earned a PhD in Computer Science from the University of Bonn and has held research positions at Fraunhofer FKIE, Mitsubishi Electric Research Laboratories, and now the Pioneer Centre for AI. Kevin combines strong mathematical foundations from a BSc in Mathematics with hands-on experimental work in industry-affiliated labs, translating theoretical insights into robust detection systems. His trajectory shows an ability to move between long-term institutional research and short-term, high-impact visiting roles, suggesting both depth and adaptability. Colleagues describe him as methodical and curious, often exploring subtle representation shifts that reveal failure modes before they surface in deployed systems.
10 years of coding experience
8 years of employment as a software developer
Ph.D. (Dr.rer.nat.), Computer Science, Ph.D. (Dr.rer.nat.), Computer Science at Rheinische Friedrich-Wilhelms-Universität BonnAbitur, Abitur at Freiherr-vom-Stein-Gymnasium HammB.Sc., Mathematics, B.Sc., Mathematics at Westfälische Wilhelms-Universität Münster
Github Skills (3)
anomalous-sound-detection10
self-supervised-learning7
anomaly-detection6
Programming languages (1)
Github contributions (5)
wilkinghoff/mce2018
Oct 2018 - Nov 2022
Contributions:22 commits, 20 pushes, 1 branch in 4 years 1 month
wilkinghoff/dcase2019
May 2019 - Dec 2021
Contributions:32 commits, 5 pushes in 2 years 7 months
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