Built Git-driven self-service with Argo, Helm-based deployments, and Terraform automation for DocumentDB, ElastiCache, RDS, and RabbitMQ, plus CodeArtifact standardization (10k+ artifacts). Reduced a six-hour legacy deploy to ~30 minutes. Also shipped reporting over ~1k repos to track ownership and release cadence.