
Claire BADOUEL
Research Engineer Intern

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About me
Lead Data Scientist @ Illuin Technology
Education

Lycee pothier
2012 - 2015CPGE MP physics and mathematics Mention BienNote : The classes préparatoires aux grandes écoles (CPGE : Higher School Preparatory Classes), are part of the French post-secondary education system. They consist of two years of study (extendable to three or exceptionally four years) which act as an intensive preparatory course with the main goal of training students for enrolment in one of the grandes écoles. The workload is one of the highest in Europe (29 to 45 contact hours a week, with up to 10 hours of guided tutorials and oral exam… Show more Note : The classes préparatoires aux grandes écoles (CPGE : Higher School Preparatory Classes), are part of the French post-secondary education system. They consist of two years of study (extendable to three or exceptionally four years) which act as an intensive preparatory course with the main goal of training students for enrolment in one of the grandes écoles. The workload is one of the highest in Europe (29 to 45 contact hours a week, with up to 10 hours of guided tutorials and oral exam sessions). Show less

Université Paris-Saclay
2016 - 2017Master 1 Applied mathematics
KEDGE Business School
2020 - 2020Project managementOne-week project management training

Université Paris-Saclay
2017 - 2018M2 - TRIED (Traitement de l'Information et Exploitation des Données) Data miningMaster Paris Saclay multidisciplinary Master's degree in machine learning.* Courses:- Recognition of neural patterns and methods- Classification methods- Statistical methods for qualitative data- Bayesian networks - hidden Markov chainsPython, SAS, R

École Centrale de Lyon
2018 - 2019First year of PhD Applied Mathematics
ENSIIE
2015 - 2018Engineering degree Informatics and applied mathematicsÉcole Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise : - Specialized in Computer Science - Mathematics - Business Sciences- Member of the Institut Mines-Télécom and Paris Saclay* Relevant Courses- Statistical modelling - Data analysis- Stochastic process and calculation (including Brownian motion)- Generalized linear modelPython (TensorFlow, Keras...), R, SAS, C, C, C++/Java (Notions), Matlab (Notions)* Complementary mathematics… Show more École Nationale Supérieure d'Informatique pour l'Industrie et l'Entreprise : - Specialized in Computer Science - Mathematics - Business Sciences- Member of the Institut Mines-Télécom and Paris Saclay* Relevant Courses- Statistical modelling - Data analysis- Stochastic process and calculation (including Brownian motion)- Generalized linear modelPython (TensorFlow, Keras...), R, SAS, C, C, C++/Java (Notions), Matlab (Notions)* Complementary mathematics and computer science Courses- Operational research- Numeric simulation (including Monte Carlo)* Cross-curricular lessons- Agile method- Economics and management Show less
Experience

CNRS - Centre national de la recherche scientifique
Jun 2017 - Aug 2017Research Engineer Intern- Regional and global rainfall data survey.- Quantification of the effects of spatial scaling and subsampling on satellite data.- Selection of a satellite sub-sample according to the reliability of their detection of the rainfall product in the Paris region.

École Polytechnique
Mar 2018 - Sept 2018Research engineer in machine learning - Intern- Development of a mathematical description of the ocean convection phenomenon in accordance with the scientific consensus on this subject- Development of convection events classifier using unsupervised learning methods (CAH & SOM)

Renault-Nissan-Mitsubishi
Nov 2018 - Dec 2019PhD StudentCIFRE thesis: Development of a reduced model of the digital validation systems already in place, using machine learning methods.- Implementation of a statistical learning method based on cyclically connected neural networks - Application: Forecasting of the behaviour of a weld point under stress.- Implementation of recurrent neural networks (LSTM type) - Application: Model reduction of the driving simulator used for ADAS validationTools: Tensorflow (Python interface)

Sociéte Générale
Dec 2019 - Feb 2024Data Scientist- I provide data science expertise to the inspection and internal audit project.- I am carrying out a research project.- I have built several trainings to participate in the Department's growing skills in data analysis.- I raise awareness among my colleagues of the value of data science in audit use cases.

ILLUIN Technology
Feb 2024 - nowLead Data ScientistILLUIN Technology provides advanced technological solutions for its customers, with a particular focus on Artificial Intelligence.OUR OFFERProducts :- ILLUIN Talk: create the most advanced omnichannel conversational agents and assistants - chatbots, callbots, voice parser, speech analyzer - on the market thanks to this cutting-edge technological suite (NLU engine, dialogue engine, real-time analysis of voice flows)- ILLUIN Doc: automate the analysis and processing of your documents with this state-of-the-art NLP suite (natural language search engine, document parsing)- Professional services:From POC to industrialization, mobilize our technological expertise - NLU/NLP, Computer Vision, Structured Data, Fullstack Dev, Mobile, Ops, etc. - to meet your most ambitious challenges!- Acculturation / Open Innovation:Workshops, keynotes, conferences, learning expeditions... make your business teams discover all the facets of AI and increase the skills of your technical teams!Innovative prototyping in partnership with CentraleSupélec: benefit from a team of 3-4 students coached by our experts to develop your MVP in 6-8 weeksKEY INFORMATION ABOUT THE COMPANYFounded in 2017 in the birthplace of CentraleSupélec and the University of Paris Saclay60+ makers in the team, mainly experts in data science and software engineering45+ clients in all sectors and industrial investors such as Randstad and Chronopost Show less
Licenses & Certifications
- View certificate

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
CourseraDec 2022 - View certificate

Convolutional Neural Networks in TensorFlow
CourseraJan 2023 - View certificate

Natural Language Processing in TensorFlow
CourseraJan 2023 - View certificate

Machine Learning Data Lifecycle in Production
CourseraDec 2022 - View certificate

Spécialisation DeepLearning.AI TensorFlow Developer
CourseraJan 2023
Languages
- frFrançais
- anAnglais
- esEspagnol
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