Dear Mr. Vijay,
South or West direction is good for staircase. You can build staircase in southeast in east, northwest in north, southwest in west and southwest in south if the staircase is external.
For more detail on staircase directions , read article on link below:
Vastu Shastra for Staircase
Regards
Amit