Sharlie \sh(ar)-lie\ as a girl's name is a variant of Charlie (Old German), and the meaning of Sharlie is "free man".
The baby name Sharlie sounds like Sharlee and Sherlie. Other similar baby names are Sharline, Sharie and Sharrie.