Hi prajal,
Try disabling the antivirus/firewall and check if it makes a difference. Also reinstall the Wi-Fi drivers and let us know the status. Kindly key in the system service tag and the appropriate Operating system and download the driver from the below link.
Also let us know if you are able to connect to any other network.