Hi Dushanth,
Can you kindly check on the below documentation and cross check your network configuration once.
https://docs.databricks.com/administration-guide/cloud-configurations/aws/customer-managed-vpc.html?...
FYI - Please go through the important notes highlighted in between the document.
