Is there any possibility to create cluster with eks in one region (eg. ap-south-1) and join worker node from another region (eg. ap-north-east-2). If yes, can anyone tell me how to do this ?
No. It's because you have no power to change anything on master node.
Amazon EKS is fully managed Kubernetes service, you would need to make your own cluster on EC2 instances.