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Evgeniya Canizales Rivera is a Senior Machine Learning Scientist at StepStone, having progressed from a Machine Learning Scientist role within the same company. Prior experience includes serving as an Expert in Data Analytics and Pricing Actuary at ERGO Group AG, where responsibilities encompassed portfolio analysis and risk-based pricing for non-life insurance entities, as well as leading a Solvency II project in Life Reserving. Earlier roles involved research assistant positions at Fraunhofer ITWM, focusing on medical radiotherapy software development, and at Technische Universität Kaiserslautern. Evgeniya holds a Master's degree in Economic Mathematics from RPTU Kaiserslautern-Landau, an Actuary DAV qualification in Financial Mathematics from Deutsche Aktuar-Akademie, and a Bachelor's degree in Applied Mathematics and Information Technology from Dostoevsky Omsk State University. An exchange program in Economics was completed at Università di Trento.