Is it possible to get tax refund before departure, that is before having tickets to depart, during your stay.
The case is with Singapore.
No, it's not possible (legally). Tax refunds are only available when departing Singapore via air or sea.
See Is it possible to get a tax refund on goods in Singapore when leaving by land? for a full discussion of the law, a potential workaround, and the risks involved.