Agnes M - Freelance at Self-employed

Agnes M

Freelance at Self-employed

Paris, Ile-de-France

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Summary

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Senior

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Top School

Agnes 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.

10 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 ENCPB

Master of science (M2), Machine Learning, Master of science (M2), Machine Learning at Pierre and Marie Curie University

Machine Learning, Machine Learning at MOOC : Stanford University, Johns-Hopkins, fast.ai

Master's degree, Mechanical-Electrical Engineering, Master's degree, Mechanical-Electrical Engineering at Ecole spéciale des Travaux publics, du Bâtiment et de l'Industrie

Baccalauréat in Science, Good awarded, Baccalauréat in Science, Good awarded at Victor Duruy

English, German, Italian, French

Github Skills (34)

transformers10

pytorch10

language-model10

python10

machine-learning10

deep-learning10

tensorflow10

bert10

natural-language-processing10

transformer10

speech-recognition10

nlp10

seq2seq9

flax9

jax9

Programming languages (2)

Jupyter NotebookPython

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

implementationsdeep-learningretrieval-modelsretrievalinformation-retrieval

agnesmm/multilingual_model

Dec 2018 - Feb 2019

Contributions:6 pushes in 2 months

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