Matteo Bortolon
Altivole, Veneto, Italy
Summary
👤
Senior🎓
Top SchoolMatteo Bortolon is a PhD student at Istituto Italiano di Tecnologia and Fondazione Bruno Kessler, specializing in computer vision and 3D reconstruction with eight years of experience spanning academia and software development. His research includes a transformer-based model for real-time visual relocalization in PyTorch achieving 18 FPS and a 22% accuracy/speed improvement over industry benchmarks, trained on as few as 150 images across indoor, outdoor, and object-centric scenarios. He also developed NeRF-based and Gaussian Splatting 3D reconstruction methods that produce high-quality models from as few as four images, maintaining strong accuracy on standard benchmarks. In parallel, he has built production software such as a GRAV-based PHP/Symfony website builder used for numerous events, and he led infrastructure optimizations delivering up to 90% cost reductions and 20% faster load times. He has shipped a real-time 3D human modeling app—built with Unity (C#/C++), FastAPI and Rust, and deployed on edge Kubernetes/AWS—for live pose estimation and body reconstruction. Based in Altivole, Italy, Matteo combines hands-on software engineering with cutting-edge ML research, making him a versatile contributor to both research and production teams.
8 years of coding experience
1 year of employment as a software developer
Diploma, Informatica, 91/100, Diploma, Informatica, 91/100 at ITT E. BarsantiDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Università di TrentoBachelor of Engineering - BE, Information and Business Organisation Engineering, 104 out of 110, Bachelor of Engineering - BE, Information and Business Organisation Engineering, 104 out of 110 at University of Trento
English, French
Stackoverflow
11reputation
102reached
0answers
1question
Github Skills (26)
handheld10
lifecycle9
artificial-intelligence9
multi-view9
3d-reconstruction8
python8
deep-learning8
ai8
machine-learning8
scaling8
pytorch8
lightning8
data-science8
infrastructure7
computer-vision7
Programming languages (3)
Github contributions (5)
TEXflip/tennis-court-detection
May 2021 - Aug 2021
Contributions:22 commits, 18 pushes, 3 branches in 3 months
fabiopoiesi/4dm
May 2021 - May 2021
This is the repository of the paper "Multi-view data capture for dynamic object reconstruction using handheld augmented reality mobiles"
Contributions:19 commits, 2 PRs in 13 days
reconstructionrealitymulti-viewcomputer-vision3d-reconstruction
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