Marc Demoustier
Back End Developer at Ahrefs
Singapore
Summary
👤
Senior🎓
Top SchoolMarc Demoustier is a Back End Developer and data scientist with 8 years of experience specializing in computer vision and deep learning, fluent in Python and C++. He has translated clinical and research challenges into production-ready AI solutions at Siemens Healthineers—work that led to a patent and an oral MICCAI 2023 presentation—and later accelerated bioimaging pipelines at NUS using C++, Java and GPU-optimized code. Comfortable across research and engineering, he builds maintainable pipelines for data loading, augmentation and training while mentoring students and teaching large cohorts during his time at EPITA. Now based in Singapore and contributing as a back-end engineer at Ahrefs, he blends low-level performance optimization with practical ML deployment, often tackling domain-specific problems in medical imaging, aviation and beyond. An uncommon strength is his track record of moving prototypes to robust tools that serve researchers and clinicians, balancing academic rigor with production discipline.
8 years of coding experience
3 years of employment as a software developer
Diplôme d'ingénieur Ingénierie informatique, Diplôme d'ingénieur Ingénierie informatique at EPITA: Ecole d'Ingénieurs en InformatiqueComputer science, Computer science at California State University, Monterey BayBaccalauréat Science, Baccalauréat Science at Lycée Levavasseur
English, Spanish, French
Github Skills (22)
16-bit9
mobile-application9
music9
source-separation8
android8
imagej8
pytorch7
flutter7
mobile6
deep-learning6
tiff5
bit4
torchscript3
imaging2
post-processing2
Programming languages (3)
Github contributions (5)
Biophysical-Fluorescence-Laboratory/Imaging_FCS
Feb 2024 - Aug 2025
Imaging_FCS is a basic ImageJ plugin to calculate and view spatio-temporal correlation functions from 16 bit gray tiff stack files.
Contributions:5 reviews, 28 PRs, 545 pushes in 1 year 5 months
16-bitimagejtiff
demixr/openunmix-torchscript
Jan 2022 - Jan 2022
Open-Unmix torchscript models
Contributions:3 reviews, 24 commits, 4 PRs in 7 days
torchscript
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