Agnes M
Freelance at Self-employed
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolAgnes M is a Sorbonne-trained PhD engineer with a decade of experience researching and teaching at the intersection of deep learning, information retrieval, NLP and reinforcement learning. Her thesis advanced understanding of Transformer-based models for query suggestion and introduced a user-machine interaction framework now cited in IR venues, pairing strong theoretical work with applied experiments on foundation models (BERT, BART, GPT). As a freelance consultant and trainer based in Paris, she helps design responsible AI projects that account for environmental, social and ethical considerations, translating research insights into practical systems. Her background spans industry R&D (Deezer, computer vision and pricing startups) and extensive teaching across university-level ML and recommender courses, giving her a rare blend of research rigor, product-minded experimentation and pedagogy.
11 years of coding experience
1 year of employment as a software developer
Classe préparatoire aux Grandes Ecoles, Mathematics, Classe préparatoire aux Grandes Ecoles, Mathematics at ENCPBMaster of science (M2), Machine Learning, Master of science (M2), Machine Learning at Pierre and Marie Curie UniversityMachine Learning, Machine Learning at MOOC : Stanford University, Johns-Hopkins, fast.aiMaster's degree, Mechanical-Electrical Engineering, Master's degree, Mechanical-Electrical Engineering at Ecole spéciale des Travaux publics, du Bâtiment et de l'IndustrieBaccalauréat in Science, Good awarded, Baccalauréat in Science, Good awarded at Victor Duruy
English, German, Italian, French
Github Skills (30)
pytorch10
python10
machine-learning10
multimodal10
llm10
audio10
deep-learning10
natural-language-processing10
transformer10
speech-recognition10
nlp10
machine-learning-models9
transformers9
inference9
glm9
Programming languages (2)
Github contributions (5)
agnesmm/information_retrieval
Dec 2018 - Jun 2019
Implementations of multiple information retrieval models
Contributions:8 commits, 6 pushes, 1 branch in 6 months
information-retrieval
agnesmm/multilingual_model
Dec 2018 - Feb 2019
Contributions:6 pushes in 2 months
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