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Amélie Noyelle has a diverse work experience in various roles and industries. In 2019, they worked as a Vendeuse en boulangerie at Les douceurs de. In 2020 and 2021, they worked as an Agent d'accueil at Mairie de Conflans-Sainte-Honorine. From 2018 to 2022, they held multiple roles at Veni Vidi de Vinci, including Trésorière, Responsable Evènementiel, and Membre du pôle Evènementiel. In 2022, they worked as a Data Scientist at RATPgroup. Currently, they are working as a Data Scientist at DeepReach, starting in 2023.

Amélie Noyelle started their education in 2018 at the ESILV - Ecole Supérieure d'Ingénieurs Léonard de Vinci. Amélie pursued a degree program in Informatique, Objets connectés, Sécurité/Data et Intelligence Artificielle, and successfully completed it in 2023, earning a Diplôme d'ingénieur. Concurrently, from 2018 to 2023, they also attended the EMLV - École de Management Léonard de Vinci, where they pursued a Master's degree in Management de projet as part of a double diploma program.

Additionally, in December 2019, Amélie obtained the Certification B2 from The TOEFL® test.

In 2020 and 2021, Amélie temporarily interrupted their studies at their home institutions and spent a period at Rīgas Tehniskā universitāte (Riga Technical University), although the specific degree program or field of study pursued during this time is not provided.