Johannes Nauta
Associate AI Engineer
Padua, Veneto, Belgium
Summary
👤
Senior🎓
Top SchoolJohannes Nauta is a postdoctoral researcher and computational scientist with 9 years of interdisciplinary experience bridging theoretical ecology, statistical physics, and data stewardship. Based in Padua and trained in physics, machine learning and computer science (PhD Ghent), he studies collective adaptability in microbial and foraging systems using stochastic eco-evolutionary models and network theory. He has practical experience operationalizing Open Science—designing interoperable data formats and pipelines to preserve provenance and reproducibility across teams. Johannes combines rigorous quantitative modelling with hands-on tooling for data curation, making his work both theoretically insightful and practically reusable for meta-analysis and verification.
9 years of coding experience
8 years of employment as a software developer
Master's degree, Physics, Master's degree, Physics at Radboud UniversityDoctor of Philosophy - PhD, Computer and Information Sciences, General, Doctor of Philosophy - PhD, Computer and Information Sciences, General at Ghent University
English, German, Dutch, Italian
Github Skills (67)
pdf-viewer9
vala9
multi-monitor9
symbolic-math9
cas9
systems-biology8
julia8
python8
backend8
parallel-computing8
symbolic-computing8
ode8
symbolic-programming8
reaction-network8
differential-equations8
Programming languages (8)
Github contributions (5)
johannesnauta/emacs-config
Oct 2022 - Jul 2026
Contributions:1 release, 63 pushes, 6 branches in 3 years 9 months
johannesnauta/pytorch-pne
Apr 2019 - Feb 2023
PyTorch implementation of Probabilistic Network Ensembles on toy problems
Contributions:1 PR, 5 pushes, 1 branch in 3 years 10 months
pytorch
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