Celie \ce-lie\ as a girl's name is a variant of Cecilia (Latin, Old Welsh), Celeste (Latin), Celia (Latin) and Selena (Greek), and the meaning of Celie is "blind; sixth; heavenly; the moon".
The baby name Celie sounds like Cellie, Cele, Selie and Zelie. Other similar baby names are Calie, Celine, Chelie and Delie.