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Software Engineer
Allianz•  September 2022 - September 2023
Within the Advanced Data & Climate team and the ABR unit: - I developed "FiREKognition" a wildfire detection and monitoring tool using satellite imagery. This tool helps to anticipate and identify high-risk sites of Allianz portfolios that have been affected by a forest fire (Sentinel Hub, QGIS). - In order to make the user experience easier and more fluid, I set up a web app, connected to the tool, which enables portfolios at risk to be identified quickly and easily (Streamlit). - The web app allows you to download various satellite maps to visualize burnt areas, and also to modify various parameters such as the study area or time interval. - Polygons associated with forest fires can be retrieved according to severity level (GDAL). - The interface can be used to generate automatic pdf reports to analyze the costs associated with site losses, and also to fight fraud (Python).
Education
Université Paris-Dauphine (Paris IX)
Data Science, MS•  September 2021 - June 2023
Master's Thesis on "Automatic delimitation of wildfires using satellite imagery" : 17/20. The MIAGE program aims to provide students with scientific skills to improve the functioning of organizations through the use of business intelligence tools. The aim is therefore to train professionals with a dual competence in computer science. Courses : - Mathematics for Data Science and Machine Learning - Database management systems - Decision support (IBM Ilog Cplex)
Université Paris-Dauphine (Paris IX)
Mathematics, BS•  September 2018 - June 2021
Teaching: Mathematics: analysis, algebra, and statistics Computer science: Python, R, HTML/CSS. Scikit-Learn, Pandas Economics: Macroeconomics, Microeconomics, Finance
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