I have been using AWS Elastic Beanstalk for deployments. After the inital config, tt has taken all the work off my plate. Closest to the Heroku 'git push heroku master' experience I have got on AWS.

I have got a few small projects each with 2-3 servers running at a time. Elastic Beanstalk manages load balancers with auto-scaling.