I was using Avast and found out that the adb.exe was in the virus chest and i simply restored it as an exclusion, now it worked perfectly. Don't keep the Android Studio outdated, Thanks Avast Virus Chest
Couple of updates to this working solution
1) Virus Chest Image
2) Restore adb from the virus chest & also add android-studio folder under exclusions to avoid the issue in future