Mattia Rossi
Principal Research Scientist at Sony
Zurich, Zurich, Switzerland
Summary
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Senior🎓
Top SchoolMattia Rossi is a Principal Research Scientist based in Zurich with eight years of focused experience at the intersection of 3D reconstruction and deep learning, currently leading R&D in 3D computer vision at Sony. He holds a PhD from EPFL where he advanced multi-camera and light-field methods—work that spans super-resolution, depth/normal refinement, and novel-view synthesis for 6-DoF navigation. At Sony he progressed from intern to principal scientist, driving practical depth-map refinement and large-scale 3D reconstruction research that bridges academia and product needs. Known for rigorous graph-based modeling approaches, he combines strong theoretical foundations with hands-on algorithm design for sensing and modeling the 3D world. As a Computer Vision enthusiast with a top academic record from Padova, he brings a rare blend of academic depth and applied impact in industry.
8 years of coding experience
5 years of employment as a software developer
Master's degree, Computer Engineering, 110/110 cum laude, Master's degree, Computer Engineering, 110/110 cum laude at Università degli Studi di PadovaDoctor of Philosophy - PhD, Electrical and Electronics Engineering, Doctor of Philosophy - PhD, Electrical and Electronics Engineering at EPFL
English, Italian, German
Github Skills (16)
machine-learning10
deep-learning10
gpu10
python10
numpy9
autograd9
tensorflow9
gpu-acceleration9
neural-network9
tensor9
acceleration9
conda4
mamba4
packaging3
package-management3
Programming languages (1)
Github contributions (5)
rossimattia/light-field-super-resolution
Oct 2017 - Apr 2020
Contributions:29 commits, 26 pushes, 1 branch in 2 years 6 months
rossimattia/depth-refinement-and-normal-estimation
Apr 2020 - Apr 2020
Contributions:5 pushes, 1 branch in 1 day
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