Can I become a CA after doing B.Sc. In accounting and finance? And what shall I do for post graduation.

Yes you can if you are passionate about it. For CA you first need to give the foundation exam which is called common proficiency test (CPT) conducted by ICAI. You can join coaching centres for preparations or can do it yourself at home. You can entrol yourself with ICAI for intermediate course after