https://www.excelleria.com/As a data scientist and a PhD in mathematics, my work involves developing artificial intelligence models using large datasets. My primary objective is to enhance the quality of available data and find the most effective ways to leverage them in a cost-effective manner. I engage in data exploration, analysis, and modeling to create advanced solutions and algorithms. My work aims to solve complex problems and make informed decisions by harnessing the powerful capabilities of artificial intelligence.

Thesis topic: Machine Learning applied to the model of reduction of the volume of data of automotive customers.Development of a statistical learning method to optimize data selection while maintaining statistical representativeness. As well as a comparison between the current methods and the proposed solutions as well as between the massive analysis and the proposed solutions.

Categorization and prediction of failure on public lighting by algorithm.Professional thesis topic: How to improve the categorization and prediction of street lighting failures? Study conducted on public lighting in the city of Marseille.The development of the different algorithms was done in python, allowing me to deepen my knowledge on different libraries. In addition, the whole database was on SQL servers, which allowed me to develop my skills in SQL server and database management.

Study of the neutronic effects induced by heart deformations.This study was performed on the APOLLO3 calculation code and compared to the result of the TRIPOLI4 code. This study was used to develop the APOLLO3 code and some functions. I helped to set up some functions. In addition, many python script development was necessary to automate the calculations, compare the results and their statistical study.

Radioisotope for medicine and industry; Research reactor and accelerator as a means of production.Study performed by comparing the target activation results between the calculation code PEPIN-DARWIN and FISPACT. The goal was to see the cost-effectiveness of activating these targets to create radioisotopes. During this study many python scripts had to be developed to perform the calculations, automation and comparison of results.