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Yufan LOU is a consultant at Inossem since September 2021, with previous experience at Acuity Solutions France from September 2018 to August 2021 and an interim role at Alstom from May 2017 to July 2018, where an axle load calculation tool was implemented. During the internship at Alstom, Yufan improved the axle load calculation tool based on train loading and architecture. A master project at VKA RWTH Aachen involved 3D CFD combustion and emission simulation of a direct injection gasoline engine. Earlier experience includes tutoring mathematics and physics at INSA Lyon, a project on teleoperated arms for dismantling nuclear equipment at AUXITEC Ingénierie, and assistant engineering at Johnson Controls, focusing on seat design for driver safety and comfort. Yufan holds a Master of Science in Mechanical Engineering from INSA Lyon and RWTH Aachen University.