Gerald B. Imbugwa, a Ph.D. student in computer science at Innopolis University, is currently conducting research to optimize transportation systems for enhanced efficiency and reduced costs. Within this field, he has a specific interest in project process improvement, smart cities, and software engineering. Before embarking on this Ph.D., he had the opportunity to work as a software engineer, where he gained valuable experience in developing web applications and mobile applications.