Johannes Ferdinand Reinwaldt (14 May 1890 – 28 June 1958) was a Danish road racing cyclist who competed in the 1912 Summer Olympics. He was born and died in Copenhagen. In 1912 he was a member of the Danish cycling team which finished eighth in the team time trial event. In the individual time trial competition he finished 48th.