Loïc Herbelot

Data Scientist

Nantes, Pays de la Loire, France
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Summary

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Senior
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Top School
Loïc Herbelot is a Data Scientist based in Nantes with a decade of experience applying machine learning, deep learning and data engineering across product and security-focused teams. Trained at Télécom Paris and UPMC, he blends rigorous academic grounding with hands-on delivery—building price trackers, search engines, image recognition pipelines and scalable web scrapers deployed on GCP and Kubernetes. He has practical expertise deploying models in production (Docker, Django REST, ElasticSearch) and has applied ML to side-channel cybersecurity problems, halving data needs for key-recovery attacks in R&D. Comfortable with Agile practices, TDD and collaborative development workflows, he thrives at the intersection of innovation and operationalization.
code10 years of coding experience
job2 years of employment as a software developer
bookEngineer's Degree Data Science, Engineer's Degree Data Science at Télécom Paris
bookClasses Préparatoires aux Grandes Écoles (CPGE) Mathematics, Classes Préparatoires aux Grandes Écoles (CPGE) Mathematics at Lycée Montaigne Bordeaux
bookDouble Diplôme (Master 2) Data Sciences, Double Diplôme (Master 2) Data Sciences at Pierre and Marie Curie University
languagesFrench, English, German
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Github Skills (51)

pytorch9
python9
machine-learning9
natural-language-processing9
speech-recognition9
nlp9
transformer8
deep-learning8
tee8
bert8
tensorflow8
transformers7
jax7
language-model7
scene6

Programming languages (5)

TypeScriptC++CScalaPython

Github contributions (5)

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LoicH/aps

Jun 2016 - Jun 2018

Contributions:61 commits, 52 pushes, 4 branches in 2 years
LoicH/coding_challenges

Dec 2021 - Mar 2025

For saving and sharing my answers to some coding challenges
Contributions:2 PRs, 105 pushes, 4 branches in 3 years 4 months
data-structurespythonsharingcompetitive-programming
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Loïc Herbelot - Data Scientist