Nicholas Guilbeault
Research Software Engineer at NeuroGEARS Ltd
United Kingdom
Summary
👤
Senior🎓
Top SchoolNicholas Guilbeault is a Senior Research Software Engineer who blends a PhD-level neuroscience background with nine years of experience building low-latency, real-time machine learning systems for experimental neuroscience. As the primary developer of Bonsai.ML at the Gatsby Unit, he integrates PyTorch/TensorFlow/ONNX tooling into a visual reactive framework and maintains 26 open-source NuGet packages that have attracted over 29,000 downloads. His PhD work produced BonZeb, a widely adopted toolkit for closed‑loop behavioral experiments that accelerated analysis and earned international citations, reflecting his focus on reproducible, performant research software. Comfortable working across Python, C#/.NET, Docker, HPC and GPUs, he translates complex experimental needs into robust ML pipelines and online inference systems (Kalman filters, HMMs, Bayesian decoders). Colleagues rely on him to turn interdisciplinary science into scalable, maintainable tools that shorten the loop from idea to experiment.
9 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Cell and Systems Biology, Neuroscience, Doctor of Philosophy (Ph.D.), Cell and Systems Biology, Neuroscience at University of TorontoHonours Bachelor of Science (H.B.Sc.), Behaviour, Cognition and Neuroscience, Honours Bachelor of Science (H.B.Sc.), Behaviour, Cognition and Neuroscience at University of Windsor
English
Github Skills (21)
visual-programming-language10
ide9
state-space8
machine-learning8
replay8
javascript7
react7
compiler7
ai6
python6
bonsai5
scripting5
torchscript4
bayesian4
libtorch3
Programming languages (4)
Github contributions (5)
ncguilbeault/machinelearning-examples
Mar 2024 - Mar 2026
Contributions:10 PRs, 48 pushes, 20 branches in 2 years
bonsai-rx/machinelearning
Mar 2024 - Mar 2026
Bonsai Library containing reactive infrastructure for machine learning
Contributions:85 reviews, 42 PRs, 134 pushes in 2 years
machine-learningbonsai-rx
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