Elie Bakouch

Paris, Ile-de-France
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Summary

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Elie Bakouch is an ML research engineer based in Paris with three years of hands-on experience focused on pre-training and advancing open science, currently contributing at Hugging Face. With dual MSc training in Machine Learning from PSL Research University and École normale supérieure Paris-Saclay and an engineering background from Télécom SudParis, he combines solid theoretical foundations with practical model training expertise. He specializes in large-scale training workflows and reproducible research practices that bridge academia and production. Elie is motivated by open collaboration and tooling that make state-of-the-art models and datasets more accessible to the community. An often-overlooked strength is his grounding in rigorous maths and engineering from French CPGE and engineering school training, which informs careful experimental design and scalable implementations.
code3 years of coding experience
bookMSc in Machine Learning (MVA), MSc in Machine Learning (MVA) at École normale supérieure Paris-Saclay
bookClasses préparatoires aux grandes écoles (CPGE), PCSI/PC, Classes préparatoires aux grandes écoles (CPGE), PCSI/PC at Lycée La Martinière Monplaisir
bookMaster of Science (MSc), Diplôme d'Ingénieur, Mathematics and Computer Science, Master of Science (MSc), Diplôme d'Ingénieur, Mathematics and Computer Science at Télécom SudParis
bookClasses préparatoires aux grandes écoles (CPGE), PC*, Classes préparatoires aux grandes écoles (CPGE), PC* at Lycée Paul Cézanne
bookInstitut Polytechnique de Paris
bookMSc in Machine Learning (MASH), MSc in Machine Learning (MASH) at PSL Research University
languagesFrench, English
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Github Skills (24)

datasets10
speech10
multiclass-classification10
evaluation9
pandas9
language-modeling9
nlp9
computer-vision9
transformer-architecture8
deep-learning8
natural-language-processing8
machine-learning8
manipulation8
pytorch8
numpy7

Programming languages (4)

C++Jupyter NotebookPythonCuda

Github contributions (5)

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eliebak/nanotron

May 2024 - Apr 2025

Minimalistic large language model 3D-parallelism training
Contributions:61 pushes, 16 branches in 10 months
eliebak/llm.c

Jun 2024 - Jun 2024

LLM training in simple, raw C/CUDA
Contributions:9 pushes, 4 branches in 13 days
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Elie Bakouch