As a mathematician with a deep passion for geometry and geometrical shapes, my research focuses on the integration of Artificial Intelligence techniques in software engineering. I explore how AI can enhance software development, address associated challenges, and ensure the trustworthiness of AI-driven systems, all while incorporating geometric principles to drive innovative solutions.