Experience with a broad range of AWS services, including CloudFront, S3, Cloud Map, DataSync, CloudTrail, AppMesh, SQS, GuardDuty, AWS Inspector, Route 53, Security Groups, Subnets, Network ACLs, WAF, IAM, and VPC Endpoints. Design and implement CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, GitHub Actions, GitLab CI, or Jenkins with signed commits, and OWASP‑aligned quality gates.