About Christophe
English
Fluent
French
Native or bilingual
Experience
- Crédit Agricole Technologies et ServicesArtificial Intelligence Project ManagerBANKING AND INSURANCEOctober 2024 - Today (1 year and 8 months)Paris, FranceWithin the innovation department, implementation of AI experiments.Project for analyzing employee surveys on CA tools- Survey processing: classification of verbatim responses by tool and categories such as ergonomics, UX, performance, etc., and sentiment analysis,- Analysis for employees: via a field where the employee enters their request (prompt), output of statistical and graphical analysis with the proposal of the most relevant verbatim responsesTechnically: text-to-sql agent, zero-shot classification, creation of a RAG system
- KNDS GroupArtificial Intelligence Project ManagerAVIATION AND AEROSPACENovember 2023 - April 2024 (6 months)Paris, FranceCurrent projects:- Sovereign chatbot using LLMs; local deployment using the client's own documents as a knowledge base- Classification of failures based on vehicle dataUse of Orange Data Mining, a low-code AI solution, combined with custom Python/LangChain development
- DatascientestData ScientistDIGITAL AND ITJanuary 2023 - April 2023 (4 months)As part of the certified Data Scientist training I completed, I worked on a machine learning project: Customer satisfaction criteria for an airline company.- Use of machine learning methods such as logistic regression, random forests, and a neural network, the multi-layer perceptron- Use of collaborative filtering with k-means to replace missing values
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Education
- Master 2 in StatisticsParis VI Jussieu2003
- Master's degree in EconometricsNanterre Paris X1998
Certifications
- Data ScientistDatascientest2023