She is involved in the design of vision systems using machine learning models, including for devices with limited computing power. She is the author of numerous publications and conference presentations in the areas of software and hardware implementations and methods for reducing the memory and computational complexity of artificial neural networks. In the past she was affiliated with AGH in Krakow and Meta, and is currently a researcher of artificial intelligence applications at Intel.