Samuel Knudsen
Machine Learning Engineer at Kilter
Oslo, Norway
Summary
👤
Senior🎓
Top SchoolSamuel Knudsen is a Machine Learning Engineer based in Oslo with nine years' experience applying mathematical rigor to practical AI systems, from cancer prognostics to in-house model training and data tooling. Trained in computational physics (MSc) and with PhD-level research experience at the intersection of theoretical neuroscience and AI, he blends probability and game-theory thinking with biologically inspired algorithms such as spiking neural networks and evolutionary methods. Samuel has implemented end-to-end pipelines in research and industry—working on computer vision, robotics, data engineering, and full-stack visualization for bathymetry—bringing both research depth and production sensibility. He’s comfortable shipping tooling for model training and data management while keeping a keen interest in macroscopic, ensemble-level dynamics that inform his approach to algorithm design. Outside code he expresses creativity through music and comics, signaling a multidisciplinary perspective that often yields unconventional solutions.
9 years of coding experience
3 years of employment as a software developer
University of OsloVisual Arts, Visual Arts at Einar Granum School of Fine ArtsGeneral university admission certification, General university admission certification at Bjørknes Privatskole
Norwegian, English
Github Skills (48)
text-editor10
extensibility10
vim-plugin10
vim10
neovim10
lua10
api10
segmentation10
face-recognition10
visual-recognition10
nvim10
computer-vision9
neurons9
simulator9
image-analysis9
Programming languages (5)
Github contributions (5)
Kodemannen/Bayesian-Inference-and-Machine-Learning
Aug 2018 - Mar 2022
Contributions:100 commits, 55 pushes in 3 years 7 months
Kodemannen/Simulation-of-the-visual-system-of-a-biological-brain
Jan 2019 - Mar 2020
Contributions:187 pushes in 1 year 2 months
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