How to connect to Django Dramatiq Pg

I am using this package to connect with dramatiq queue on an EC2 instance. I am able to connect to RDS with the same username/password using SSH Tunnel but it gives me an authentication error when I try to connect with dramatiq pg. I am making a connection string as postgres://username:password@db-rds-link/db-name