See my blog post detailing the code at: https://machine-learning-company.nl/en/technical/deploy-your-machine-learning-model-as-a-rest-api-on-aws/
Or on Medium at: https://levelup.gitconnected.com/deploy-your-machine-learning-model-as-a-rest-api-on-aws-english-dcb1a0db3110