Health X-ray AWS Cloud deployment. A scalable and secure production-ready pneumonia image classification solution deployed on AWS. Automated re-deployment of Inference Endpoint. The model achieves 98.6% Recall (True Positive Detection Rate), 94% Specificity and 97% Precision on the test set.