Hi, I am Amanuel. I am a Ph.D. student in computer science and engineering at the University of South Florida under Professor Zhao Han. I have a background in automation and robotics, with over two years of experience in assistive AI robotics for healthcare at the Sano Center for Computational Medicine. My research focuses on human-AI interaction, autonomy, and explainability. Currently, I work on making foundational robotics model-driven robots more transparent, effective, and safe in human–robot interaction.