Abdullahi is a postdoc in SynoSys.PC. He has worked on a range of interdisciplinary projects including time-series prediction with machine learning, community detection in networks, and flows in multimodal transport networks. His research interests include data-driven methods, dynamical systems, non-linear systems, and machine learning. He is currently exploring approaches to causality in time series systems, with a focus on modern machine learning techniques.