Tom Runia

Machine Learning Manager at Apple

Zurich, Zurich, Switzerland
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Summary

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Senior
🎓
Top School
Tom Runia is a Machine Learning Manager at Apple with 11 years of experience bridging academic research and production systems in computer vision and generative models. He completed a PhD at the QUVA Deep Vision Lab and has driven work on large-scale generative video models during an AWS internship, now focusing on 3D computer vision and digital humans for AR/VR. At Apple he progressed from Staff ML Engineer to manager, combining deep technical expertise with team leadership to ship research-driven features. Trained originally in applied physics and computer science (cum laude from TU Delft), he brings a physics-informed, quantitative approach to ML problems and a track record of moving novel research into practical products.
code11 years of coding experience
job6 years of employment as a software developer
bookBonaventuracollege Leiden
bookDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Universiteit van Amsterdam
bookMaster’s Degree, Computer Science, Cum Laude, Master’s Degree, Computer Science, Cum Laude at Delft University of Technology
languagesFrench, German, Dutch, English
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Stackoverflow

Stats
1,297reputation
119kreached
5answers
10questions
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Github Skills (99)

opencv10
python10
image-processing10
wavelet10
deep-learning10
gpu10
signal-processing10
ml10
numpy10
neural-network10
computer-vision10
feature-matching10
filtering10
data-science10
tensorflow10

Programming languages (6)

C#TypeScriptDockerfileC++JavaScriptPython

Github contributions (5)

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tomrunia/tomrunia.github.io

Mar 2016 - Dec 2023

Contributions:75 pushes, 1 branch in 7 years 11 months
tomrunia/PyTorchConv3D

Mar 2018 - Nov 2018

I3D and 3D-ResNets in PyTorch
Contributions:61 commits, 12 PRs, 37 pushes in 8 months
pytorchresnetsdeep-learningcomputer-visioni3d
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