Antoine Debouchage
Cifre PhD Student at Barclays Investment Bank
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolAntoine Debouchage is a PhD candidate in Applied Mathematics at Université Paris-Saclay and a Cifre researcher with 11 years of technical experience bridging machine learning, optimization, quantum computing and NLP. Trained at CentraleSupélec and ENS Paris-Saclay (MVA), he has shipped research-grade tooling and datasets for financial NLP, developed state-of-the-art fine-tuning pipelines (LoRA, 4-bit quantization), and authored novel pretraining methods for LLMs (AccLoRT) while interning at RIKEN. His background in tensor networks and quantum-inspired optimization informs efficient model compression and low-rank approaches used across his projects. Comfortable moving from theory to production, he has scraped and curated large-scale corpora, built internal NLP applications for institutions like Banque de France, and driven diversity-aware paraphrasing research at Reverso. Colleagues describe him as a mathematically rigorous engineer who repeatedly finds practical uses for advanced linear-algebraic insights in ML systems.
11 years of coding experience
1 year of employment as a software developer
MVA - Master 2 (M2) Mathématiques et informatique, MVA - Master 2 (M2) Mathématiques et informatique at ENS Paris-SaclayMaster 2 (M2), Master 2 (M2) at CentraleSupélecDoctor of Philosophy - PhD Applied Mathematics, Doctor of Philosophy - PhD Applied Mathematics at Université Paris-SaclayBaccalauréat Sciences de l'ingénieur, Baccalauréat Sciences de l'ingénieur at Lycée Louis Armand - Nogent-sur-MarneMPSI/MP* ー Classe Préparatoire aux Grandes Écoles, MPSI/MP* ー Classe Préparatoire aux Grandes Écoles at Lycée Condorcet
French, English, Japanese, Spanish
Stackoverflow
1reputation
0reached
0answers
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Github Skills (27)
rgb5
gradient5
palette5
3d4
python4
quantum-computing4
pde-solver3
plugin3
html3
javascript3
machine-learning3
nodejs3
reinforcement-learning2
pde2
pytorch2
Programming languages (4)
Github contributions (5)
antoine311200/BSDE-tensor-networks
Jan 2024 - Apr 2024
Parabolic PDE resolution with Tensor Networks using Backward-Forward Stochastic Differential Equations
Contributions:33 PRs, 65 pushes, 11 branches in 3 months
pdetensornetworksparabolicparabolic-pde
antoine311200/Plasmid-GA
Jan 2021 - Jan 2022
Contributions:41 commits in 1 year
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