Flowers began his football career at the collegiate level, playing for the Boston College Eagles. During his time at Boston College, he quickly emerged as a key player on the team, showcasing his impressive skills on the field. In his sophomore and junior seasons, Flowers recorded over 900 receiving yards and was named to the All-ACC Second Team in 2020.