Can I withdraw my profit any time?

It completely depends if your PMS has a lock-in period or not. If not, you can withdraw your profit as and when you want, provided you maintain the minimum ticket size. If you have a lock-in period, you will have to either wait till the end of the lock-in period or pay the exit load.