Send emails using JavaMail from my own domain in AWS

We have been sending email notifications (outbound only) to our customers using a gmail address donotreply@gmail.com and we got smtp host and port configured in our server.

Now we would like to send these emails with our domain name i.e donotreply@mycompanydomain.com

Our site is hosted on AWS and we bought our domain from dyn.com, is there way it can be done using AWS SES or dyn?