Debebe is a research associate at the University of Sheffield, focusing on infectious disease modelling. His research uses statistical, spatial, mathematical, and epidemiological analyses to understand the burden and distribution of infectious diseases, particularly tuberculosis (TB), HIV, and vaccine-preventable diseases. He also integrates health economic analysis into his transmission models to estimate the health and cost impacts of public health interventions.