Can I withdraw the interest earned any time?

Yes! Any interest earned in your Whale account is not part of any locked deposits you may have and so can be withdrawn anytime.

Although you can withdraw the interest you've earned any time, that money will continue to grow if kept in your Whale account as Whale pays interest on the full account balance (locked deposits + unlocked funds).