Cellie \ce(l)-lie\ as a girl's name is a variant of Cecilia (Latin, Old Welsh), and the meaning of Cellie is "blind; sixth".
The baby name Cellie sounds like Celli and Celie. Other similar baby names are Callie, Chellie, Collie, Nellie, Kellie and Mellie.