diff --git a/scripts/gpu-k8s.sh b/scripts/gpu-k8s.sh
new file mode 100644
index 0000000..f0efe4e
--- /dev/null
+++ b/scripts/gpu-k8s.sh
@@ -0,0 +1,28 @@
+#!/bin/bash
+set -e
+
+# Install offline packages required for GPU support
+install_all_offline_packages() {
+  echo "Installing GPU driver and toolkit packages"
+  # Implementation assumes packages are available locally
+  sudo apt-get update
+  sudo apt-get install -y nvidia-driver-535 nvidia-headless-535 nvidia-container-toolkit
+}
+
+# Deploy the NVIDIA GPU operator
+deploy_plugin() {
+  helm repo add nvidia https://helm.ngc.nvidia.com/nvidia || true
+  helm upgrade --install gpu-operator nvidia/gpu-operator \
+    --namespace gpu-operator \
+    --create-namespace \
+    --set nodeSelector.kubernetes.io/gpu="true" \
+    --set driver.enabled=true \
+    --set toolkit.enabled=true \
+    --set devicePlugin.enabled=true \
+    --set operator.runtimeClass="nvidia-container-runtime" \
+    --set operator.defaultRuntime=containerd \
+    --set containerRuntime.socketPath=/var/run/containerd/containerd.sock
+}
+
+install_all_offline_packages
+deploy_plugin