Montgomery studied at Blinn College in Brenham, Texas, and transferred to Norfolk State University in 1994.
Montgomery did not qualify for the individual 100 m at the 2000 Summer Olympics in Sydney, though he again ran as an alternate in the heats of the relay event; in the final, the USA won the gold medal.