Worked on stabilizing AWS example deployments in the envoyproxy/ai-gateway repository by addressing configuration and namespace issues that previously caused deployment failures. Migrated EnvoyProxy configuration to use infrastructure.parametersRef and consolidated resources within the default namespace, ensuring AWS IRSA and Pod Identity examples functioned as intended. Updated documentation to reflect these changes, which improved onboarding and reduced support overhead for AWS integrations. Demonstrated expertise in Kubernetes, YAML, and cloud infrastructure by leveraging custom resource definitions and namespace scoping. The work restored reliability to AWS deployment scenarios and reinforced cross-team consistency, contributing to a more stable and maintainable platform environment.