Marc Belmont
Chief Technology Officer Co-founder at ParkPow
Montpellier, Occitania, Hungary
Summary
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RockstarMarc Belmont is a pragmatic CTO and co-founder with 11 years of software experience building ML-driven SaaS products from concept to exit. Based in Montpellier and accepted to the NextAI incubator, he blends hands-on deep learning (PyTorch/TensorFlow) and Python backend skills with frontend and full-stack experience (Django, React). He leads distributed teams, designs cloud-native ML pipelines, and has a track record of building, scaling and selling two high-traffic SaaS businesses. His open-source contributions include enhancing an automatic license-plate-recognition project to process video, improve API robustness and extend CLI tooling—illustrating a focus on production-ready ML systems. Comfortable across the stack, he pairs entrepreneurial instincts with applied research, having built custom CNNs, GAN-based image similarity systems and satellite image detectors.
11 years of coding experience
6 years of employment as a software developer
Stackoverflow
564reputation
111kreached
14answers
0questions
Github Skills (15)
api10
python10
apidoc10
http-request10
computer-vision9
ocra8
ocr8
machine-learning7
deep-learning7
formatting6
linux6
pdb6
regex6
emacs6
django6
Programming languages (15)
Github contributions (5)
parkpow/deep-license-plate-recognition
Jul 2018 - Dec 2022
Automatic License Plate Recognition (ALPR) or Automatic Number Plate Recognition (ANPR) software that works with any camera.
Role in this project:
Backend Developer
Backend DeveloperContributions:2 releases, 270 reviews, 246 commits in 4 years 5 months
Contributions summary:Marc primarily focused on adding and improving the functionality of the license plate recognition software. They implemented a script to read license plates from video files, enhancing the system's capabilities beyond image-based recognition. Furthermore, the user updated the API URL and added code to handle different response status codes, which improved the robustness of the system's interaction with the external plate recognition service. Finally, the user added features to the CLI tools, such as setting the blur amount and blur directory.
camerasignature-verificationplate-detectionanprplate
marcbelmont/marcbelmont.github.io
Aug 2015 - Aug 2021
Contributions:4 pushes, 1 branch in 6 years
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