About Mathieu
French
Native or bilingual
English
Native or bilingual
Chinese
Conversational
Spanish
Conversational
Experience
- Kili TechnologyMachine Learning InternshipMay 2024 - October 2024 (5 months)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 InternshipApril 2023 - August 2023 (4 months)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 InternshipMarch 2022 - May 2022 (2 months)Palaiseau, FranceStudy of the convergence of a simple multilayer per ceptron with stochastic gradient descent and its variants (SVGD, SAGA).
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Education
- 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