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Perttu Ranta-aho is a seasoned professional in data science and technology, currently holding the position of Senior Manager, Data Science at WithSecure since March 2022. Ranta-aho also serves as the CTO and Founder of Kubios since February 2016, and has been the Owner of Bittituki Ky since June 1998. Prior experience includes various roles at F-Secure Corporation, progressing from Software Engineer to Senior Manager, Data Science from January 2012 to March 2022. Ranta-aho's academic background includes a Master of Science degree and PhD studies in Physics from the University of Eastern Finland, where research focused on biomedical engineering and signal analysis, particularly in the integration of EEG and fMRI data.