Demonstrated experience designing, deploying, and operating scalable, highly available, and fault-tolerant systems in AWS using services such as EC2, S3, RDS, Lambda, IAM, CloudFormation, and CloudWatch. Working knowledge of AWS networking, including VPCs, subnets, routing, security groups, network access controls, load balancing, and private connectivity patterns.