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Chayan Toufan Tabrizi is a 3D Machine Learning Engineer at Samp since October 2020, where responsibilities include integrating a 3D segmentation pipeline and implementing models for classifying equipment in industrial 3D point clouds. Previous experience includes a research internship at Dassault Systèmes focused on 3D object detection, and a role at Editions Lefebvre Sarrut supporting business intelligence and data science projects. Chayan also worked at Thales managing a project for estimating costs related to new IT infrastructure deployments. Educational qualifications include dual Master's degrees in Image Processing, Computer Vision, Machine Learning, and Deep Learning from IMT Atlantique and Telecom Bretagne.