Machiko \m(a)-chi-ko\ as a girl's name is pronounced MAH-chee-koh. It is of Japanese origin, and the meaning of Machiko is "child who learns truth; beautiful child".
A baby name that sounds like Machiko is Michiko. Other similar baby names are Sachiko and Mariko.