Co-founded the first Silesian Competence Center for Industry 4.0 in Poland (2018). She developed the dual degree program and is also the originator of the Edual conference organized since 2016. She served as dean of the Faculty of Mechanical Engineering Technology from 2016 to 2024, and as deputy dean of the faculty from 2012 to 2016. Since 2022, she has been deputy director of the Center for Industry 4.0 at the Silesian University of Technology. She was a member of the Consultation Team of the MPiT’s Future Industry Platform Project and a member of the Council on Automotive with Electromobility. Since 2024, she has been director of the Poland in Silicon Valley office of the Center for Science, Innovation, and Entrepreneurship in Palo Alto, USA.
Her research interests include technical diagnostics, signal and image analysis, artificial intelligence applications and Industry 4.0, as well as applications of the LivingLab approach and innovation creation. Current work is mainly devoted to diagnostic inference methods based on contextual processing of large data sets.