I got it working -
Make a new Pawn Actor Blueprint and add a skeletal mesh component make it the root, configure its animation and mesh the same way as usual and enable physics and add collision preset
Add a Simple wheeled vehicle component and set up the wheels as normal
Simulate that and it works fine. Tune as you need.