Frederik Hvilshøj
Chief Scientist at Sumary
Ringkøbing, Central Denmark Region
Summary
👤
Senior🎓
Top SchoolFrederik Hvilshøj is a Chief Scientist with a PhD in explainable deep learning and generative models and nine years of experience translating ML research into production. He progressed from doctoral research at Aarhus University to hands-on engineering and leadership at Encord, where he led ML efforts before stepping into his current role at Sumary. Frederik combines academic rigor in model interpretability with practical expertise deploying ML in real products, including computer vision and annotation tooling. Based in Ringkøbing, Denmark, he brings a pragmatic engineering background that spans mobile app development and teaching, giving him a rare blend of product-focused implementation and clear technical communication.
9 years of coding experience
7 years of employment as a software developer
Summer Courses Artificial Intelligence Econometrics, Summer Courses Artificial Intelligence Econometrics at UC Berkeley Electrical Engineering & Computer Sciences (EECS)Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Aarhus UniversityHHX VibyTechnical University of Denmark
English, German, Danish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (27)
relevance10
toolbox9
propagation9
pose8
deep-learning6
pose-estimation6
pytorch6
xai6
interpretable-machine-learning5
machine-learning5
lime5
machine-learning-models4
blackboard4
python4
tensorflow4
Programming languages (3)
Github contributions (5)
fhvilshoj/TorchLRP
Sep 2020 - Feb 2021
A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
Contributions:47 commits, 1 PR, 30 pushes in 5 months
pytorchpropagationdeep-learningwiserelevance
fhvilshoj/lrp
Sep 2017 - Mar 2020
Contributions:250 commits, 2 pushes in 2 years 5 months
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