diff --git a/jupyter/base/jupyter-deployment.yaml b/jupyter/base/jupyter-deployment.yaml
new file mode 100644
index 0000000..1752b59
--- /dev/null
+++ b/jupyter/base/jupyter-deployment.yaml
@@ -0,0 +1,46 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: jupyter-notebook
+  namespace: jupyter
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: jupyter-notebook
+  template:
+    metadata:
+      labels:
+        app: jupyter-notebook
+    spec:
+      containers:
+      - name: jupyter-notebook
+        image: quay.io/jupyter/datascience-notebook:python-3.12.8
+        env:
+        - name: MINIO_ACCESS_KEY
+          valueFrom:
+            secretKeyRef:
+              name: minio-credentials
+              key: MINIO_ACCESS_KEY
+        - name: MINIO_SECRET_KEY
+          valueFrom:
+            secretKeyRef:
+              name: minio-credentials
+              key: MINIO_SECRET_KEY
+        - name: MINIO_ENDPOINT_URL
+          valueFrom:
+            secretKeyRef:
+              name: minio-credentials
+              key: MINIO_ENDPOINT_URL
+        ports:
+        - containerPort: 8888
+        # env:
+        # - name: JUPYTER_TOKEN
+        #   value: "your-secure-token"
+        volumeMounts:
+        - mountPath: /home/jovyan/work
+          name: notebook-data
+      volumes:
+      - name: notebook-data
+        persistentVolumeClaim:
+          claimName: jupyter-notebook-pvc
diff --git a/jupyter/base/jupyter-persistent-volume.yaml b/jupyter/base/jupyter-persistent-volume.yaml
new file mode 100644
index 0000000..75faf0d
--- /dev/null
+++ b/jupyter/base/jupyter-persistent-volume.yaml
@@ -0,0 +1,12 @@
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: jupyter-notebook-pvc
+  namespace: jupyter
+spec:
+  accessModes:
+  - ReadWriteOnce
+  resources:
+    requests:
+      storage: 50Gi
+  storageClassName: csi-sc-cinderplugin
diff --git a/jupyter/base/jupyter-service.yaml b/jupyter/base/jupyter-service.yaml
new file mode 100644
index 0000000..31b2d02
--- /dev/null
+++ b/jupyter/base/jupyter-service.yaml
@@ -0,0 +1,11 @@
+apiVersion: v1
+kind: Service
+metadata:
+  name: jupyter-notebook-service
+  namespace: jupyter
+spec:
+  ports:
+  - port: 8888
+    targetPort: 8888
+  selector:
+    app: jupyter-notebook
diff --git a/jupyter/base/kustomization.yaml b/jupyter/base/kustomization.yaml
new file mode 100644
index 0000000..4daf1e1
--- /dev/null
+++ b/jupyter/base/kustomization.yaml
@@ -0,0 +1,6 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+resources:
+- jupyter-persistent-volume.yaml
+- jupyter-deployment.yaml
+- jupyter-service.yaml
diff --git a/jupyter/jupyter-application.yaml b/jupyter/jupyter-application.yaml
new file mode 100644
index 0000000..e69de29
diff --git a/jupyter/overlays/dev/kustomization.yaml b/jupyter/overlays/dev/kustomization.yaml
new file mode 100644
index 0000000..c043276
--- /dev/null
+++ b/jupyter/overlays/dev/kustomization.yaml
@@ -0,0 +1,7 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: kafka
+commonLabels:
+  env: dev
+resources:
+- ../../base/
diff --git a/jupyter/overlays/prod/kustomization.yaml b/jupyter/overlays/prod/kustomization.yaml
new file mode 100644
index 0000000..364fcd4
--- /dev/null
+++ b/jupyter/overlays/prod/kustomization.yaml
@@ -0,0 +1,7 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: kafka
+commonLabels:
+  env: prod
+resources:
+- ../../base/
diff --git a/jupyter/overlays/test/kustomization.yaml b/jupyter/overlays/test/kustomization.yaml
new file mode 100644
index 0000000..7398293
--- /dev/null
+++ b/jupyter/overlays/test/kustomization.yaml
@@ -0,0 +1,7 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+namespace: kafka
+commonLabels:
+  env: test
+resources:
+- ../../base/
diff --git a/jupyter/readme.md b/jupyter/readme.md
new file mode 100644
index 0000000..98541cc
--- /dev/null
+++ b/jupyter/readme.md
@@ -0,0 +1,17 @@
+kubectl create ns jupyter
+kubectl -n jupyter apply -f jupyter-persistent-volume.yaml
+kubectl -n jupyter apply -f jupyter-deployment.yaml
+kubectl -n jupyter apply -f jupyter-service.yaml
+kubectl -n jupyter apply -f s3-secrets-trino.yaml
+
+kubectl get pvc -n jupyter
+kubectl get pvc -n jupyter
+
+kubectl -n jupyter port-forward svc/jupyter-notebook-service 8888:8888
+
+kubectl -n jupyter logs jupyter-notebook-676fb4f85b-sb2h8
+kubectl -n jupyter describe jupyter-notebook-676fb4f85b-sb2h8
+
+kubectl get no -o=wide
+
+!pip install 
\ No newline at end of file