Peguero finished fifth in 4 x 400 metres relay at the 2006 World Indoor Championships, together with teammates Danis García, Juan Betances and Carlos Santa. He later won a bronze medal in 400 m at the 2006 Central American and Caribbean Games. His success earned him the title "Dominican Republic male athlete of the year" in 2006.