service deployment , Apis, Scalability, Test Strategy, Distributed Systems, Cloud Infrastructure, AWS, cloud-native applications, CI CD-driven Quality Engineering, infrastructure optimisation, microservices architecture, scalable automation frameworks, automation architecture