Is it possible to convert graduate route visa into tier 2 visa and get refund?

Hi,

I’m applying for my PSw as my student visa is getting over and later in few days can I convert my visa into tier 2. Will I refunded what I paid during psw?

No.

There is no refund of a previous application if you make another immigration application while the visa from the previous application is still in effect.