Claudia Torres Pérez is a Senior Underwriter at Descartes Underwriting since November 2021, leveraging expertise in data science and underwriting. Prior to this role, Claudia was a Data Science Intern at IRT SystemX from April to September 2021, focusing on anomaly detection in multimodal transport networks. Responsibilities included conducting literature reviews on transport system delay predictions, developing predictive models based on train attributes, and creating a labeling tool for data validation. Claudia holds a Master 2 (M2) in Mathématiques Vision Apprentissage from ENS Paris-Saclay and a Diplôme d'ingénieur in Signal and Image Processing from Télécom Paris, complemented by preparatory studies in Mathematics and Physics at Lycée Montaigne Bordeaux.