We made modifications in the wheel that is attached to the pin head encoder. The 3d printed wheel had some gap between them due to which there were levelling issues. Due to this problem the wheel had stability issues and was toppling.

We attached some padding (Double Sided Tape)

on both the surfaces of the wheel in order to give it some stability.