Antonio Johnson began his football career at Independence Community College in Kansas before transferring to the University of Texas at San Antonio (UTSA). During his time at UTSA, he proved to be a formidable force on the field, showcasing his skills as a strong and physical defender. In 2019, Johnson declared for the NFL Draft and was signed as an undrafted free agent by the Tampa Bay Buccaneers.