This seems like an application/stack that didn't have a valid need for k8s in the first place. Don't just use K8s because its what people say you should do. evaluate the pros and the VERY real cons and make an informed decision.
https://docs.aws.amazon.com/cdk/api/v2/docs/aws-cdk-lib.aws_...