Cloud Ape’s MLOps expertise: bringing software engineering rigor to ML operations — GitOps deployment with ArgoCD, model and data versioning, automated CI/CD pipelines for training and serving, LGTM stack observability for GPU utilization and model drift, and self-healing infrastructure that reconciles desired state.