Robin Dupont
Research Engineer at Pasqal
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolRobin Dupont is a research engineer with a PhD from Sorbonne Université and a decade of experience applying deep learning to real-world systems, from predictive maintenance at Air France to deploying pruned vision models on 200k smart cameras at Netatmo. He specializes in neural network compression, pruning and sparsity, has published and open-sourced PyTorch implementations of state‑of‑the‑art techniques, and ran large-scale training pipelines on Europe’s Jean-Zay cluster. Now working on AI and algorithms for cold-atoms quantum computing at Pasqal, he bridges academic rigor and industrial deployment, routinely mentoring interns and coordinating cross‑disciplinary teams. Outside of research, he channels his hands-on curiosity into home automation and DIY projects, reflecting a pragmatic focus on privacy-conscious, edge-capable ML solutions.
9 years of coding experience
3 years of employment as a software developer
Deep Learning Mooc by Andrew Ng, Deep Learning Mooc by Andrew Ng at CourseraMaster of Science (MSc), Communications and Signal Processing, Master of Science (MSc), Communications and Signal Processing at Imperial College LondonDoctor of Philosophy - PhD, Deep Learning, Neural Network Compression, Doctor of Philosophy - PhD, Deep Learning, Neural Network Compression at Sorbonne UniversitésElectrical & Electronics Engineering, Visiting Student, Electrical & Electronics Engineering, Visiting Student at The University of EdinburghMaster of Science (MSc) in Engineering, Data Science & Big Data, Master of Science (MSc) in Engineering, Data Science & Big Data at Ecole nationale supérieure des Mines de Saint-Etienne
French, English, Spanish, Japanese
Github Skills (92)
python10
bash10
automation10
home-assistant10
history10
mqtt10
home-automation10
exceptions10
iot10
raspberry-pi10
music9
rust9
shell9
handlers9
specification9
Programming languages (10)
Github contributions (5)
N0ciple/pykefcontrol
May 2021 - Dec 2022
Python library for controling KEF speakers
Contributions:5 releases, 72 commits, 3 PRs in 1 year 7 months
kefkef-connectkef-speakerskef-wireless-speakersls50
N0ciple/hass-kef-connector
Oct 2021 - Mar 2022
A Home Assistant integration for KEF speakers
Contributions:9 releases, 27 commits, 8 PRs in 4 months
hacshome-assistantkefls50ls50w2
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