How to connect to Django Dramatiq Pg

I am using this package to connect with dramatiq queue on an EC2 instance. Although, I am able to connect to RDS with the same username/password using SSH Tunnel but it gives 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

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