Apis, Devops, Gcp, Azure, AWS, Automated Testing, Api Integration, Software Development Lifecycle, system integration, Test Strategy, DevSecOps, Hl7, Distributed Systems, System Architecture, Defect Management, Dicom, automation capability, Iso 14971, IEC 62304, risk-based testing, FHIR, CI CD, system-level verification, test automation strategies, IEC 62366-1, scalable automation frameworks, healthcare interoperability standards