Anton Fischer was a member of the four-man bob West Germany II at the 1984 Sarajevo (14th) and the 1988 Calgary (11th) Winter Olympics. He also finished eighth with Hans Metzler in the two-man event in 1984 and seventh with Christoph Langen in 1988. Fischer and Metzler won the 1983 West German two-man bob nationals. Partnering Franz Nießner, Fischer again won the two-man nationals in 1985 and also the four-man event (with Uwe Eisenreich and non-Olympian Markus Söhnge). From 1986-88 Fischer then partnered Christoph Langen and earned the national title three times in a row. In 1989 he added another four-man title.