On April 2, 2024, just three days after his collegiate career had ending, it was announced that Nelson had signed a one-year, $870,000 entry-level contract with the Boston Bruins. He would report to the Bruins AHL affiliate, the Providence Bruins, on a amateur tryout contract for the remainder of the 2023–24 season