Freelancer profile translated to English.
Back to original languageAbout Charles
#ReadytoHelp
"My key figures:"
- Over 9 years of experience in data engineering/data tooling
- Over 5 years in research in artificial intelligence, BI, and behavioral analysis
"My key experiences:"
- Freelance activity: I use the skills acquired in AI & Neuroscience research to generate value and insight in industrial projects. I master all project stages:
Understanding data: resolving data inconsistencies and ambiguities
Model development: designing, evaluating, and selecting models for production
Production deployment: setting up autonomous modules
- PhD in Machine Learning applied in Cognitive Neuroscience: my area of expertise is in developing predictive models of human behavior.
- Graduate of Mines Paris and Ecole Normale Supérieure: specialization in machine learning.
For me, data science is a technical but also creative discipline. I seek personalized and effective solutions for each problem.
French
Native or bilingual
English
Native or bilingual
German
Basic
Can work on-site
Paris (up to 50km)
Experience
- COMET MEETINGSData scientistREAL ESTATEJune 2019 - October 2019 (5 months)Paris, FranceComet Meetings is an expert in meeting room rental services in the Paris region. I designed and deployed a neural network-based algorithm that facilitated the management of reservation requests. Specifically, my algorithm selects requests based on their relevance and suggests the most suitable rooms. This decision-making method resulted in better utilization of building capacity, allowed for more long-term bookings, and increased revenue.
- GREEME ASSOCIATIONData ScientistENVIRONMENTALSeptember 2018 - Today (7 years and 9 months)Paris, FranceAs part of an environmental non-profit project aimed at launching a web application to facilitate the ecological transition, I designed and implemented a personalized recommendation system. The algorithm helps users develop a more "green" and sustainable lifestyle. Specifically, based on the analysis of their behavior on the platform, the algorithm offers individual recommendations to make their ecological transition more enjoyable, long-lasting, and effective.
- Amadeus FranceData scientistAVIATION AND AEROSPACEMarch 2014 - November 2014 (9 months)Nice, FranceI conducted a time series analysis of the global air transport market. I then developed an algorithm that predicted market fluctuations (demand and airfare prices) on a daily, weekly, and monthly basis. Model validation showed its effectiveness with an error rate below 7%.
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Education
- PhD in machine learning and computational neuroscienceEcole Normale Supérieure de Paris2018Dans ma thèse, j'ai développé des algorithmes de machine learning et d'apprentissage par renforcement qui permettent de quantifier l'imprécision dans la prise de decision chez l'homme et d'expliquer la variabilité du comportement dans les environnements changeants.
- Master of Science (MVA Mathematics, Vision and Learning).Ecole Normale Superieure de Cachan, Paris, France2015Spécialisation en machine learning et modélisation