Pallavi Chanabasappa Metri

Implementation of CI/CD workflows for medical devices, enabling containerized deployments, automated test execution, and secure pipeline orchestration.
Optimized GitHub Actions CI pipelines executing approximately 5–6 builds daily by proactively diagnosing failed workflows, resolving container/runtime inconsistencies, and restoring build integrity to maintain continuous delivery readiness.
Performed root cause analysis of pipeline failures involving Docker image dependencies, Kubernetes pod scheduling errors, environment variable misconfigurations, and artifact inconsistencies.
Administered Kubernetes multi-namespace environments by configuring RBAC policies, service accounts, resource quotas, and network policies to enforce least-privilege access and controlled workload isolation.
Troubleshot pod lifecycle issues (image pull failures, resource throttling) and optimized CPU/memory allocations to improve workload stability across validation environments.
Supported containerized validation frameworks by defining liveness/readiness probes and resource constraints, ensuring deterministic execution of compliance-critical test suites.
Blue Green Deployments and Canary Deployments.
Authored and maintained Kubernetes deployment specification files (Deployment, Service, ConfigMap, resource definitions) to standardize containerized application rollouts across validation environments and consistent runtime configuration.

Optimized GitHub Actions CI pipelines executing approximately 5–6 builds daily by proactively diagnosing failed workflows, resolving container/runtime inconsistencies, and restoring build integrity to maintain continuous delivery readiness., Performed root cause analysis of pipeline failures involving Docker image dependencies, Kubernetes pod scheduling errors, environment variable misconfigurations, and artifact inconsistencies., Administered Kubernetes multi-namespace environments by configuring RBAC policies, service accounts, resource quotas, and network policies to enforce least-privilege access and controlled workload isolation., Troubleshot pod lifecycle issues (image pull failures, resource throttling) and optimized CPU/memory allocations to improve workload stability across validation environments., Supported containerized validation frameworks by defining liveness/readiness probes and resource constraints, ensuring deterministic execution of compliance-critical test suites., Blue Green Deployments and Canary Deployments., Authored and maintained Kubernetes deployment specification files (Deployment, Service, ConfigMap, resource definitions) to standardize containerized application rollouts across validation environments and consistent runtime configuration.

Operational infrastructure support focused on enhancing deployment consistency, workload resilience, and CI/CD pipeline integration across hosting environments.
Managed Docker-based application deployments across test and production environments, ensuring image consistency and runtime configuration alignment.
Authored and modified Kubernetes deployment YAML files (Deployments, Services, resource specifications) to support controlled application rollouts.
Diagnosed Kubernetes workload issues including pod initialization failures, service misconfigurations, and resource allocation conflicts.
Configured and troubleshot Kubernetes Ingress resources to manage HTTP/HTTPS routing and external service exposure within cluster environments.

Managed Docker-based application deployments across test and production environments, ensuring image consistency and runtime configuration alignment., Authored and modified Kubernetes deployment YAML files (Deployments, Services, resource specifications) to support controlled application rollouts., Diagnosed Kubernetes workload issues including pod initialization failures, service misconfigurations, and resource allocation conflicts., Configured and troubleshot Kubernetes Ingress resources to manage HTTP/HTTPS routing and external service exposure within cluster environments.