Hi Vysakh ,
POS picks the Address type and Country from Channel Operating unit's address set up , Go to (organization administration -> Organizations -> Operating units ,( Select the one of your store ) Once you set up the address on your environment and push the data to store , then POS starting defaulting a purpose and country.

