Singleton began his football journey at Thousand Oaks High School, where he excelled on the field. He then went on to play college football at Montana State University and was a standout player for the Bobcats. His skills and determination caught the attention of NFL scouts, and he signed with the Seattle Seahawks as an undrafted free agent in 2015.