McPherson first played college football for the Florida Gators, where he showcased his exceptional kicking abilities. During his time at Florida, he earned multiple honors and accolades for his performances on the field. In his sophomore year, he was named to the Second Team All-SEC, and in his junior year, he was named to the First Team All-SEC.