Once again I have to setup my pi. Because I mainly use it in headless config its quite annoying to connect it to display for setup. So anyone else having same trouble here is a small tutorial how to setup you Raspberry pi sd card for running pi headlessly with wifi. No need for monitors or keyboards on pi.
After configuring your sd card you just connect the power and ssh into your pi.