Amazon Web Services (AWS) continues to transform how organizations design, deploy, secure, and operate modern IT infrastructure. As businesses accelerate digital transformation, cloud architects must develop solutions that are scalable, resilient, secure, cost-effective, and adaptable to changing business requirements. Modern AWS architecture extends beyond deploying virtual servers; it includes serverless computing, artificial intelligence, data.