diff --git a/docs/addons/index.md b/docs/addons/index.md
index 728246567..0a90087d9 100644
--- a/docs/addons/index.md
+++ b/docs/addons/index.md
@@ -54,6 +54,7 @@ The framework currently supports the following add-ons.
 | [`KonveyorAddOn`](https://github.com/claranet-ch/konveyor-eks-blueprint-addon)    | Adds [Konveyor](https://www.konveyor.io/) to the EKS Cluster.                                                         | ✅ | ✅ |
 | [`KubecostAddOn`](./kubecost.md)                                       | Adds [Kubecost](https://kubecost.com) cost analyzer to the EKS cluster.                                                  | ✅ |               
 | [`KubeflowAddOn`](./kubeflow.md)                                       | Adds [kubeflow](https://awslabs.github.io/kubeflow-manifests/) Kubeflow pipeline addon the EKS cluster.                                | ✅ | 
+| [`KubeRayAddOn`](./kuberay-operator.md)                      | Installs the [KubeRay Operator](https://docs.ray.io/en/latest/cluster/kubernetes/index.html).                                                                        | ✅ | ✅ | 
 | [`KubeviousAddOn`](./kubevious.md)                                     | Adds [Kubevious](https://github.com/kubevious/kubevious) open source Kubernetes dashboard to an EKS cluster.                           |  ✅ | 
 | [`KarpenterAddOn`](./karpenter.md)                                     | Adds [Karpenter](https://github.com/awslabs/karpenter) support for Amazon EKS.                                                         | ✅ | ✅ |
 | [`KubeProxyAddOn`](./kube-proxy.md)                                    | Adds kube-proxy Amazon EKS add-on. Kube-proxy maintains network rules on each Amazon EC2 node.                                         | ✅ | ✅ |
diff --git a/docs/addons/kuberay-operator.md b/docs/addons/kuberay-operator.md
new file mode 100644
index 000000000..954d2a1b6
--- /dev/null
+++ b/docs/addons/kuberay-operator.md
@@ -0,0 +1,51 @@
+# KubeRay Operator Add-on
+
+[Ray](https://github.com/ray-project/ray) is a framework for scaling AI applications written in Python. Ray consists of a core distributed runtime and a set of AI libraries for simplifying ML compute. Ray allows scaling applications from a laptop to a cluster.
+
+KubeRay is a Kubernetes Operator that simplifies the deployment and management of Ray applications on Kubernetes. It is made of the following components:
+
+- KubeRay core, the official, fully-maintained component of KubeRay that provides three custom resource definitions, RayCluster, RayJob, and RayService
+- Community-managed components (optional): KubeRay APIServer, KubeRay Python client and KubeRay CLI
+
+Please refer to [KubeRay Operator documentation](https://docs.ray.io/en/latest/cluster/kubernetes/index.html) for detailed information.
+
+This add-on installs the KubeRay Operator [Helm chart](https://github.com/ray-project/kuberay/blob/master/helm-chart/kuberay-operator/README.md).
+
+## Usage
+
+```typescript
+import { Construct } from 'constructs';
+import * as blueprints from '@aws-quickstart/eks-blueprints';
+
+export class KubeRayConstruct extends Construct {
+    constructor(scope: Construct, id: string) {
+        super(scope, id);
+        
+        const stackID = `${id}-blueprint`;
+
+        const addOn = new blueprints.addons.KubeRayAddOn();
+
+        blueprints.EksBlueprint.builder()
+            .account(process.env.CDK_DEFAULT_ACCOUNT!)
+            .region(process.env.CDK_DEFAULT_REGION!)
+            .version('auto')
+            .addOns(addOn)
+            .build(scope, stackID);
+    }
+}
+```
+
+## Validation
+
+To validate the KubeRay Operator installation, please run the following command:
+
+```bash
+kubectl get pods 
+```
+
+Expected output:
+
+```bash
+NAME                                READY   STATUS    RESTARTS   AGE
+kuberay-operator-58c98b495b-5k75l   1/1     Running   0          112m
+```
diff --git a/examples/blueprint-construct/index.ts b/examples/blueprint-construct/index.ts
index 47834a933..529134482 100644
--- a/examples/blueprint-construct/index.ts
+++ b/examples/blueprint-construct/index.ts
@@ -55,6 +55,7 @@ export default class BlueprintConstruct {
         });
 
         const addOns: Array<blueprints.ClusterAddOn> = [
+            new blueprints.KubeRayAddOn(),
             new blueprints.addons.AwsLoadBalancerControllerAddOn(),
             new blueprints.addons.AppMeshAddOn(),
             new blueprints.addons.CertManagerAddOn(),
diff --git a/lib/addons/index.ts b/lib/addons/index.ts
index 3c48503f6..e017ba79b 100644
--- a/lib/addons/index.ts
+++ b/lib/addons/index.ts
@@ -29,6 +29,7 @@ export * from './helm-addon';
 export * from './karpenter';
 export * from './kube-proxy';
 export * from './kube-state-metrics';
+export * from './kuberay';
 export * from './metrics-server';
 export * from './nested-stack';
 export * from './nginx';
diff --git a/lib/addons/kuberay/index.ts b/lib/addons/kuberay/index.ts
new file mode 100644
index 000000000..cd0d2d751
--- /dev/null
+++ b/lib/addons/kuberay/index.ts
@@ -0,0 +1,55 @@
+import { Construct } from 'constructs';
+import merge from "ts-deepmerge";
+import { ClusterInfo, Values } from "../../spi";
+import { createNamespace } from "../../utils";
+import { HelmAddOn, HelmAddOnProps, HelmAddOnUserProps } from "../helm-addon";
+
+/**
+ * User provided options for the Helm Chart
+ */
+export interface KubeRayAddOnProps extends HelmAddOnUserProps {
+    /**
+     * To Create Namespace using CDK
+     */    
+    createNamespace?: boolean;
+}
+
+/**
+ * Default props to be used when creating the Helm chart
+ */
+const defaultProps: HelmAddOnProps & KubeRayAddOnProps = {
+  name: "kuberay-operator",
+  chart: "kuberay-operator",
+  namespace: "default",
+  version: "1.0.0",
+  release: "kuberay-operator",
+  repository: "https://ray-project.github.io/kuberay-helm",
+  values: {},
+  createNamespace: true
+};
+
+/**
+ * Main class to instantiate the Helm chart
+ */
+export class KubeRayAddOn extends HelmAddOn {
+
+  readonly options: KubeRayAddOnProps;
+  constructor(props?: KubeRayAddOnProps) {
+    super({...defaultProps, ...props});
+    this.options = this.props as KubeRayAddOnProps;
+  }
+
+  deploy(clusterInfo: ClusterInfo): Promise<Construct> {
+    const cluster = clusterInfo.cluster;
+    let values: Values = this.options.values ?? {};
+    values = merge(values, this.props.values ?? {});
+
+    const chart = this.addHelmChart(clusterInfo, values);
+
+    if( this.options.createNamespace == true){
+      const namespace = createNamespace(this.options.namespace! , cluster);
+      chart.node.addDependency(namespace);
+    }
+    return Promise.resolve(chart);
+  }
+}
diff --git a/mkdocs.yml b/mkdocs.yml
index 1bfbdaa4b..3deefddd0 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -67,6 +67,7 @@ nav:
     - Kube Proxy: 'addons/kube-proxy.md'
     - Kubecost: 'addons/kubecost.md'
     - Kubeflow: 'addons/kubeflow.md'
+    - KubeRay Operator: 'addons/kuberay-operator.md'
     - Kubevious: 'addons/kubevious.md'
     - Kube State Metrics: 'addons/kube-state-metrics.md'
     - Metrics Server: 'addons/metrics-server.md'