Stanislaw Siatkowski obtained his Master and Bachelor's degree from the Warsaw University of Technology, Faculty of Power and Aeronautical Engineering in 2015. He then left the university to work for General Electrics at Warsaw Institute of Aviation as an Analytical Engineer in the Aircraft Engines division. In 2018 returned to WUT as a PhD Student under the supervision of prof. Jan Kindracki. In his research he focuses on the application of machine learning algorithms to predict a detonation cell size of biogas-oxidizer mixtures. He is also involved in projects concerning rocket propulsion in the research group of prof. J. Kindracki.