Aron Jansen
Machine Learning Software Engineer at Plumerai
Utrecht, Utrecht, Netherlands
Summary
👤
Senior🎓
Top SchoolAron Jansen is a Machine Learning Software Engineer with nine years of experience bridging theoretical physics and production-grade ML, currently applying edge-focused ML at Plumerai. Trained as a theoretical physicist (PhD) with postdoctoral work in black hole physics, he translates complex scientific problems into robust, well-engineered code and reproducible research software. His background at the Netherlands eScience Center and academia gives him a rare mix of research rigor and software engineering best practices, from prototype to deployable systems. Known for enjoying the process of making abstract concepts tangible, he excels at turning mathematically sophisticated ideas into maintainable implementations that serve both scientists and product teams.
10 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD, Theoretical and Mathematical Physics, Doctor of Philosophy - PhD, Theoretical and Mathematical Physics at Universiteit Utrecht
Dutch, English, Spanish
Github Skills (50)
particle-physics10
physics10
pytorch9
python9
machine-learning9
explainable-artificial-intelligence9
keras-layer9
jax8
deep-learning8
bayesian8
tensorflow8
uncertainty-quantification8
data-science8
allegro7
convolutional-neural-networks7
Programming languages (4)
Github contributions (5)
UNSAT3D/unsat
Nov 2023 - May 2024
Input/Output tools for the UNSAT project
Contributions:3 reviews, 9 PRs, 49 pushes in 6 months
APJansen/GroCo
Aug 2021 - Feb 2022
Implementation of Group-Convolutions as Keras layers.
Contributions:123 commits, 5 PRs, 150 pushes in 6 months
keras-layercomputer-visionconvolutional-neural-networksdeep-learningequivariance
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