Hey @Ali, First of all, make sure that your AWS deployment and your RDS are connected to the same VPC. If not connect them to the same VPC. Then change your host to use your private IP. To do so, ping RDS endpoint and you'll be displayed the private IP address. Use this IP address in your host. I think it should then work.
If this does not work, please provide more details.