Davis began his football career at Eleanor Roosevelt High School in Greenbelt, Maryland, where he excelled as a standout player on the defensive line. His talent and potential were quickly recognized by college scouts, and he went on to play at the University of Georgia, where he continued to hone his skills and develop into a formidable defensive force.