Accessing RDS in Private Isolated VPC using IAM Authentication

Hello,

I have a PostgreSQL RDS instance hosted in a Private Isolated VPC Subnet, and therefore is not accessible from the Internet. Besides creating a Bastion to access it, can I not allow connections to it using IAM Authentication or some other method?

Thanks!