Can i get fixed PDF page co-ordinates (Bottom-left point ) irrespective of Pdf page rotation?

Most likely you are looking for the Page.GetDefaultMatrix API.

See this post for more info.

You may also find this forum post useful, which shows how to go back and forth between PDF coordinates and image coordinates (where image origin is always top left corner).