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Have you been able to run any docker images on Elastic Beanstalk? I was having several issues, but eventually documented my solution here: https://github.com/dkarchmer/aws-eb-docker-django
It does not use nginx but that should all be on your Dockerfile, so you should be able to reverse engineer my example and ideally just use your own Dockerfile instead of mine.
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