Thomas Rouch
R&D Engineer at Towards Data Science
Rennes, Brittany, France
Summary
👤
Senior🎓
Top SchoolThomas Rouch is an R&D engineer specializing in computer vision and 3D scene reconstruction, with eight years of experience building AI-driven photogrammetry, point cloud processing, and NeRF systems for real-estate digitization. Trained at MINES ParisTech and ENS Paris-Saclay in applied mathematics and vision, he blends strong theoretical grounding with product-focused engineering, shipping production features at Check & Visit and Prophesee. He has hands-on experience across C++, Python, SLAM, and optimization, and publishes accessible technical pieces on Medium to demystify advanced 3D and computer vision topics. Based in Rennes, he also teaches applied ML topics (PCA, SVMs, ensemble methods) and brings a rare mix of academic rigor, field-tested embedded vision work, and a marketer’s flair for communicating complex capabilities to nontechnical stakeholders.
8 years of coding experience
3 years of employment as a software developer
Master 2 (M2), Applied Mathematics, Master MVA (Mathématiques, Vision et Apprentissage), Master 2 (M2), Applied Mathematics, Master MVA (Mathématiques, Vision et Apprentissage) at École normale supérieure Paris-SaclayClasse préparatoire aux Grandes Ecoles (CPGE), MPSI/MP* : Mathématiques, Physique, Admission à Mines ParisTech et à Centrale Paris, Classe préparatoire aux Grandes Ecoles (CPGE), MPSI/MP* : Mathématiques, Physique, Admission à Mines ParisTech et à Centrale Paris at Lycée du ParcDiplôme d'ingénieur, Applied Mathematics, Diplôme d'ingénieur, Applied Mathematics at MINES ParisTechBaccalauréat, Filière Scientifique - Sciences de l'ingénieur, Mention Très bien, Félicitations du Jury, 20.03/20, Baccalauréat, Filière Scientifique - Sciences de l'ingénieur, Mention Très bien, Félicitations du Jury, 20.03/20 at Lycée de la Plaine de l'Ain
French, English, German
Github Skills (72)
realtime10
computer-graphics10
homography10
image-matching10
computer-vision10
feature-matching10
gpx10
3d-reconstruction10
lightning10
poster10
intrinsics10
geometry10
transparency10
function-approximation10
cuda10
Programming languages (6)
Github contributions (5)
checkandvisit/3dml-instant-ngp
Apr 2022 - Oct 2023
Instant neural graphics primitives: lightning fast NeRF and more
Contributions:6 releases, 28 reviews, 38 PRs in 1 year 5 months
transparencydeep-learninggpulightningvolume-rendering
ThomasParistech/dobble
Oct 2022 - Mar 2025
Generate your custom print-ready Dobble Game
Contributions:5 releases, 6 reviews, 1 PR in 2 years 5 months
dobbledobble-card-gamegamespot-it
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