Developed and documented solutions for cloud-native environments, focusing on both infrastructure automation and user guidance. In the k8s-operatorhub/community-operators repository, delivered the Immich Kubernetes Operator, enabling automated deployment and lifecycle management of Immich components with manifests, RBAC roles, and configuration for machine learning integration and PostgreSQL support. Enhanced reliability through CI-enabled packaging and standardized deployment scaffolding using YAML and Kubernetes. Additionally, contributed to redhat-developer/red-hat-developers-documentation-rhdh by authoring a comprehensive AsciiDoc guide on NO_PROXY usage, clarifying matching rules for hostnames, IP addresses, and wildcards to reduce misconfiguration and streamline onboarding for users managing proxy settings.