I have created the round corner at the bottom by using scissor tool to cut the upper part(which is shown blue in the image) and use 'Effetcs> Stylize> Round Corners' at the bottom path
But now when I join it back by 'selecting both the paths> right click> join' or by 'path finder> unite' every time I lose the rounded corners at the bottoms