Usually some roasted peanuts or cashews are added during seasoning itself,but to keep it crispy I have added roasted cashews at the end.
After adding lemon juice don't boil it as it will become bitter.
I have added some water along with the lemon juice so that the mixture evenly absorbs and coats the rice evenly.