À propos de Mathieu
Français
Bilingue ou natif
Anglais
Bilingue ou natif
Chinois
Capacité professionnelle limitée
Espagnol
Capacité professionnelle limitée
Expériences
- Kili TechnologyMachine Learning Internshipmai 2024 - octobre 2024 (5 mois)Paris, FranceImplemented a diagram generation pipeline to cre ate flowcharts from text for a patent generation tool. Designed custom metrics to assess text-flowchart similarity beyond LLM-based evaluation. Managed a document classification pipeline, collabo rating directly with the client company. Used TF-IDF and BERT fine-tuning for classification.
- UpskillsMachine Learning Internshipavril 2023 - août 2023 (4 mois)SingaporeDeveloped a classification pipeline for accounting values from financial reports using a graph neural network, BERT embeddings for value descriptions, and an attention mechanism for value comparison.
- CMAP Ecole PolytechniqueApplied Mathematics Internshipmars 2022 - mai 2022 (2 mois)Palaiseau, FranceStudy of the convergence of a simple multilayer per ceptron with stochastic gradient descent and its variants (SVGD, SAGA).
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Formations
- Master in AIEcole Polytechnique2024Master in AI and visual computing, comprising courses in NLP, vision, RL, through theoretical courses and practical projects
- Exchange semesterEPFL2022Exchange semester in the mathematics department