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Lina Shiryaeva is an experienced engineering manager currently at Mapbox since April 2021, previously serving as a machine learning engineer at the same company from December 2017 to April 2020, where work focused on technologies for self-driving cars. Prior experience includes roles as an analyst-mathematician at Logic Way Ltd., specializing in camera and 3D cloud calibration techniques from December 2015 to December 2017, and as a team lead and C++ developer at the A. N. Sevchenko Institute of Applied Physical Problems at Belarusian State University, contributing to hyperspectral data analysis from March 2013 to December 2017. Lina holds a Doctor of Philosophy (PhD) in System Analysis, Information Processing, and Management from Belarusian State University (2016-2021) and a Bachelor's degree in Physics from the same institution (2009-2014).