Shabnam Dabagh is a PhD student specializing in Infrastructure and Transport Engineering with expertise in public transport systems. She completed her master's degree at La Sapienza Università di Roma, graduating with distinction (110/110) after producing a groundbreaking thesis titled "Simulation of Strategic Behavior in Run-Based Models." Her work during this time centered on optimizing shortest paths in public transport networks, where she developed and implemented simulations to model passenger decision-making behavior using advanced mathematical models and computational algorithms. Following her master's studies, Shabnam gained practical industry experience through an internship at PTV SISTeMA. She is now pursuing her PhD, focusing on accessibility by public transport systems in urban areas. She is proficient in programming languages, particularly JavaScript, which she has effectively utilized in her research and development projects.