wrong pricing on shop page..

here is the link where price is showing wrong : https://astrolifejunction.com/new/shop/

I have 2 currencies for 2 different payment gateways.
INR with paytm payment gateway and it should work only in India
USD with Paypal payment gateway and it should work for rest of the world.
i setup everything and almost every where it looks fine.
But on Shop page it shows ($) currency symbol but the amount is still from INR. this is happening only when website is opened from out of India location.
What should i do ?
Thank you