Dear Nishat,
I am not aware of the Delhi shops and establishments act. However, as per my knowledge, if an employee is provided offer (appointment letter is stronger than offer), he /she cannot be terminated all of a sudden. It is a long process, wherein you need to get a guidance from a legal practitioner. The labor laws protect the welfare of employees against the possible exploitation by the employers.