Hi,
Found the solution to the issue in below thread.
DP83867IR: Device not responding - Interface forum - Interface - TI E2E support forums
The GPIO pins pull-ups were mounted which was supposed to be DNP. Once the GPIOs were made DNPs the device was detected without any effort.
Thanks & Regards,
Nanjunda M