Bai or baisaheb is a suffix added to the name of female members of the Maratha and Rajput dynasties. This type of suffix is also used in several kshatriya castes and in some of the tribal castes, for example the Lambadi.
References
Bai (suffix) Wikipedia(Text) CC BY-SA