Can we use higher strength SHA along with lower strength RSA key in SSL?
In general, no, there is no security problem with using overkill that fits in your budget.

Maybe there are constraints in your application or protocol that would prevent you from using SHA-512 with 2048-bit RSA moduli, but we can't say without more details about your application or protocol.