Louis Germain
Machine Learning Engineer at Groupe TF1
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolLouis Germain is a Machine Learning Engineer based in Paris with 8 years of experience building production-grade NLP models and real-time recommender systems that scale beyond 10 million users. He has delivered end-to-end ML pipelines, model versioning and serving (DVC, MLflow, Python APIs) for social media analytics and streaming platforms, and implemented RAG-based question answering and transformer models in production. At Synthesio he focused on sentiment analysis, noise detection and large-scale clustering, and now contributes recommendation and inference infrastructure for TF1+. Early projects combined document fraud detection, speech-to-text benchmarking and bespoke content workflows, reflecting strong applied research skills. Comfortable across model training, deployment and infra, he also takes on system administration and MLOps responsibilities, which helps bridge experimentation and reliable production delivery.
8 years of coding experience
4 years of employment as a software developer
Diplôme d'ingénieur, Computer Engineering, Diplôme d'ingénieur, Computer Engineering at Institut national des Sciences appliquées de RouenBaccalauréat Scientifique, spécialité Mathématiques, Mention Européenne, Mention Très Bien, Baccalauréat Scientifique, spécialité Mathématiques, Mention Européenne, Mention Très Bien at Lycée Jan Lavezzari
English, French
Stackoverflow
34reputation
222reached
4answers
0questions
Github Skills (33)
transformers10
pytorch10
language-model10
python10
data-science10
machine-learning10
ml10
deep-learning10
tensorflow10
deep-neural-networks10
natural-language-processing10
bert10
neural-network10
transformer10
speech-recognition10
Programming languages (5)
Github contributions (5)
Avditvs/wikipedia-map
Apr 2020 - Apr 2020
A map of wikipedia articles
Contributions:18 PRs, 28 pushes, 2 branches in 12 days
mappythonwikipedia
Avditvs/arch_rice
Jul 2019 - Dec 2019
Contributions:29 pushes, 2 branches in 4 months
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