Antonin Lemoine
Ingénieur MLOps at Altitude Infra
Greater Rouen Metropolitan Area France
Summary
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Rockstar🎓
Top SchoolAntonin Lemoine is an MLOps engineer with six years of experience building and deploying robust machine learning systems, specializing in computer vision and time-series forecasting. He has shipped production pipelines using ResNet/EfficientNet, YOLO, OCR and AutoEncoders for image denoising, and experimented with transformer- and LSTM-based architectures (NHIST, TFT, DLinear, NLinear) for forecasting. Beyond modeling, he designs data pipelines, annotation tools and Big Data stores, and has hands-on experience with Kubernetes clusters and GPU resource sharing to scale model training and serving. He treats explainability as a first-class concern—applying PFI for time series and Grad-CAM for vision—to earn stakeholder trust in opaque neural models. His background spans R&D in medical imaging, industrial vision for fiber infrastructure, and teaching ML fundamentals, giving him a practical mix of research rigor and operational delivery. Based in the Greater Rouen area, he combines software engineering roots with MLOps best practices to move prototypes into resilient, auditable production systems.
6 years of coding experience
Brevet de technicien supérieur (BTS), Service Informatique aux Organisations, 14.04, Brevet de technicien supérieur (BTS), Service Informatique aux Organisations, 14.04 at Campus La ChataigneraieLicence, Computer Programming, Specific Applications, Licence, Computer Programming, Specific Applications at CnamMastère professionnel, Manager en architecture et applications logicielles des SI, A, Mastère professionnel, Manager en architecture et applications logicielles des SI, A at CESI
Stackoverflow
1reputation
1kreached
1answer
2questions
Github Skills (23)
dotnet9
blazor-server9
blazor9
blazor-webassembly9
webassembly8
ant-design-blazor8
antd7
ui-components7
computer-vision6
color-detection6
huggingface6
deep-learning6
gpu6
python6
pytorch6
Programming languages (4)
Github contributions (5)
Riatekk/verifTP
Jun 2020 - Oct 2020
Contributions:15 pushes, 3 branches, 1 issue in 4 months
Riatekk/article1-cleancode_dao
Oct 2023 - Oct 2023
Contributions:6 pushes, 3 branches in 28 days
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