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Tobias Kaiser is a seasoned quant professional with extensive experience in quantitative risk analysis and model development. Currently serving as a Senior Quant Consultant at UBS since January 2021, Tobias has contributed to projects involving the prediction of Net Interest Income and the migration of quantitative risk models to cloud infrastructure. Prior roles include Assistant Vice President at Deutsche Bank, where emphasis was placed on developing machine learning models and validating statistical models, as well as Senior Consultant at PwC Deutschland, providing expertise on stress testing and IFRS 9 implementation. Tobias's professional journey began with internships at Deutsche Bank and Commerzbank AG, complemented by a Diplom-Mathematiker degree in Statistics and Economics from Heidelberg University.