Sofia Apreleva is the Director of Data Science at Nativo Inc, where they combine extensive programming skills and mathematical methods to address real-world challenges. Their previous roles include Lead Data Scientist at VideoAmp and Sr. Data Scientist at SeaChange International, as well as significant contributions as a Research Scientist at HRL Laboratories. Apreleva's academic background includes a Ph.D. in Physics and Mathematics from Saint Petersburg State University, where they also continue their education with a Master’s degree in the same field. With expertise in data analysis, machine learning, and various statistical techniques, Apreleva has made impactful advancements in multiple domains, including biomedical imaging and social sciences.