Hi Sandilini,
Can you post your build and take a picture of the kernal panic and post that up as well?
You may want to (and I'm guessing you've already done this) double check the BIOS settings and make sure things are in order. You want to first load optimized settings, then set initial display to internal graphics, then disable VT-d, set your memory profile to profile 1, then save and exit.
After you exit the BIOS you should be taken to a screen where you can begin your install from the USB. At this point it is imperative you use the boot arguments -x and nv_disable=1 ( -v is simply so you can see things and I 100% recommend using it as well, but its not a deal breaker like the other two ). If you're card is hooked up and you aren't using the above boot args you likely will not get very far, you have to tell the machine to ignore the card with the nv_disable=1 boot arg, -x is to avoid any other complications (safe mode).
But yeah, post up a list of your components (build), and take a picture of the screen when your kernal panic happens and post that up as well. It'll give me a better idea of what is going on.
Good luck and don't fret, you'll have that system going before you know it!