Marc Van Oudheusden
Staff Machine Learning Engineer at Stovell AI Systems
Tosse, Nouvelle-Aquitaine, France
Summary
👤
Senior🎓
Top SchoolMarc Van Oudheusden is a Staff Machine Learning Engineer with 11 years of focused ML/AI experience and a two-decade engineering background spanning finance, telecom and startups. He has delivered 20+ bespoke ML solutions—from bond trading recommenders and fraud detectors to medical language models and sports video pipelines—balancing cutting-edge research with pragmatic, production-ready design. At AWS he built probabilistic and graph-based models, temporal link-prediction methods, and generative-document demos; earlier roles at SGCIB combined data science leadership with large-scale platform and cost-optimization wins. Comfortable leading teams of 18+ and cross-functional programs of 30, he pairs strong technical depth (GNNs, I3D/SlowFast, ClinicalBERT, PyTorch/TensorFlow) with product-minded tradeoffs. Trained at École Polytechnique and ENSTA, he brings rigorous applied-maths and operations-research thinking that surfaces in practical innovations like faster risk analytics runtimes and optimized testing algorithms. Based in Nouvelle-Aquitaine, he quietly blends research instincts with delivery discipline—favoring solutions that are as maintainable as they are novel.
11 years of coding experience
23 years of employment as a software developer
MS Applied Mathematics, MS Applied Mathematics at École PolytechniqueThe University of SydneyMS Operations Research, MS Operations Research at ENSTAMathematics & Physics, Mathematics & Physics at Lycée Sainte-Geneviève
English, French
Stackoverflow
1reputation
0reached
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Github Skills (39)
docker-image9
supervised-learning9
unsupervised-learning9
huggingface8
kanban8
jstree8
data-mining8
deploying8
camelcase8
amazon8
machine-learning-models7
json7
javascript7
machine-learning7
aws7
Programming languages (3)
Github contributions (5)
vanoudh/notes
May 2019 - Oct 2023
Contributions:8 pushes, 3 branches in 4 years 6 months
vanoudh/sklearn2
Dec 2017 - Jul 2018
Contributions:60 commits, 50 pushes, 1 branch in 7 months
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