diff --git a/.gitignore b/.gitignore
index 6ef5822c..f8e65abf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -43,3 +43,7 @@ cscope.*
 
 /bazel-*
 *.pyc
+
+# Helm chart dependecies cache
+**/Chart.lock
+**/charts/*.tgz
\ No newline at end of file
diff --git a/ai/ai-starter-kit/Makefile b/ai/ai-starter-kit/Makefile
new file mode 100644
index 00000000..00f3e860
--- /dev/null
+++ b/ai/ai-starter-kit/Makefile
@@ -0,0 +1,17 @@
+lint:
+	helm lint helm-chart/ai-starter-kit
+
+dep_update:
+	helm dependency update helm-chart/ai-starter-kit
+
+install:
+	helm upgrade --install ai-starter-kit helm-chart/ai-starter-kit --timeout 10m
+
+start:
+	minikube start --cpus 4 --memory 8192
+
+uninstall:
+	helm uninstall ai-starter-kit
+
+destroy: 
+	minikube delete
diff --git a/ai/ai-starter-kit/helm-chart/ai-starter-kit/.helmignore b/ai/ai-starter-kit/helm-chart/ai-starter-kit/.helmignore
new file mode 100644
index 00000000..0e8a0eb3
--- /dev/null
+++ b/ai/ai-starter-kit/helm-chart/ai-starter-kit/.helmignore
@@ -0,0 +1,23 @@
+# Patterns to ignore when building packages.
+# This supports shell glob matching, relative path matching, and
+# negation (prefixed with !). Only one pattern per line.
+.DS_Store
+# Common VCS dirs
+.git/
+.gitignore
+.bzr/
+.bzrignore
+.hg/
+.hgignore
+.svn/
+# Common backup files
+*.swp
+*.bak
+*.tmp
+*.orig
+*~
+# Various IDEs
+.project
+.idea/
+*.tmproj
+.vscode/
diff --git a/ai/ai-starter-kit/helm-chart/ai-starter-kit/Chart.yaml b/ai/ai-starter-kit/helm-chart/ai-starter-kit/Chart.yaml
new file mode 100644
index 00000000..bd83805b
--- /dev/null
+++ b/ai/ai-starter-kit/helm-chart/ai-starter-kit/Chart.yaml
@@ -0,0 +1,39 @@
+apiVersion: v2
+name: ai-starter-kit
+description: A Helm chart for Kubernetes
+
+# A chart can be either an 'application' or a 'library' chart.
+#
+# Application charts are a collection of templates that can be packaged into versioned archives
+# to be deployed.
+#
+# Library charts provide useful utilities or functions for the chart developer. They're included as
+# a dependency of application charts to inject those utilities and functions into the rendering
+# pipeline. Library charts do not define any templates and therefore cannot be deployed.
+type: application
+
+# This is the chart version. This version number should be incremented each time you make changes
+# to the chart and its templates, including the app version.
+# Versions are expected to follow Semantic Versioning (https://semver.org/)
+version: 0.1.0
+
+# This is the version number of the application being deployed. This version number should be
+# incremented each time you make changes to the application. Versions are not expected to
+# follow Semantic Versioning. They should reflect the version the application is using.
+# It is recommended to use it with quotes.
+appVersion: "1.16.0"
+
+
+dependencies:
+  - name: kuberay-operator
+    version: "1.3.0"
+    repository: "https://ray-project.github.io/kuberay-helm"
+  - name: ray-cluster
+    version: "1.3.0"
+    repository: "https://ray-project.github.io/kuberay-helm"
+  - name: jupyterhub
+    version: "9.0.16"
+    repository: "https://charts.bitnami.com/bitnami"
+  - name: mlflow
+    version: "4.0.4"
+    repository: "https://charts.bitnami.com/bitnami"
diff --git a/ai/ai-starter-kit/helm-chart/ai-starter-kit/templates/NOTES.txt b/ai/ai-starter-kit/helm-chart/ai-starter-kit/templates/NOTES.txt
new file mode 100644
index 00000000..4e33a20e
--- /dev/null
+++ b/ai/ai-starter-kit/helm-chart/ai-starter-kit/templates/NOTES.txt
@@ -0,0 +1 @@
+AI Starter Kit installed. Enjoy
\ No newline at end of file
diff --git a/ai/ai-starter-kit/helm-chart/ai-starter-kit/templates/_helpers.tpl b/ai/ai-starter-kit/helm-chart/ai-starter-kit/templates/_helpers.tpl
new file mode 100644
index 00000000..cf0c5e08
--- /dev/null
+++ b/ai/ai-starter-kit/helm-chart/ai-starter-kit/templates/_helpers.tpl
@@ -0,0 +1,62 @@
+{{/*
+Expand the name of the chart.
+*/}}
+{{- define "ai-starter-kit.name" -}}
+{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Create a default fully qualified app name.
+We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec).
+If release name contains chart name it will be used as a full name.
+*/}}
+{{- define "ai-starter-kit.fullname" -}}
+{{- if .Values.fullnameOverride }}
+{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- $name := default .Chart.Name .Values.nameOverride }}
+{{- if contains $name .Release.Name }}
+{{- .Release.Name | trunc 63 | trimSuffix "-" }}
+{{- else }}
+{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }}
+{{- end }}
+{{- end }}
+{{- end }}
+
+{{/*
+Create chart name and version as used by the chart label.
+*/}}
+{{- define "ai-starter-kit.chart" -}}
+{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }}
+{{- end }}
+
+{{/*
+Common labels
+*/}}
+{{- define "ai-starter-kit.labels" -}}
+helm.sh/chart: {{ include "ai-starter-kit.chart" . }}
+{{ include "ai-starter-kit.selectorLabels" . }}
+{{- if .Chart.AppVersion }}
+app.kubernetes.io/version: {{ .Chart.AppVersion | quote }}
+{{- end }}
+app.kubernetes.io/managed-by: {{ .Release.Service }}
+{{- end }}
+
+{{/*
+Selector labels
+*/}}
+{{- define "ai-starter-kit.selectorLabels" -}}
+app.kubernetes.io/name: {{ include "ai-starter-kit.name" . }}
+app.kubernetes.io/instance: {{ .Release.Name }}
+{{- end }}
+
+{{/*
+Create the name of the service account to use
+*/}}
+{{- define "ai-starter-kit.serviceAccountName" -}}
+{{- if .Values.serviceAccount.create }}
+{{- default (include "ai-starter-kit.fullname" .) .Values.serviceAccount.name }}
+{{- else }}
+{{- default "default" .Values.serviceAccount.name }}
+{{- end }}
+{{- end }}
diff --git a/ai/ai-starter-kit/helm-chart/ai-starter-kit/values.yaml b/ai/ai-starter-kit/helm-chart/ai-starter-kit/values.yaml
new file mode 100644
index 00000000..3bba8a25
--- /dev/null
+++ b/ai/ai-starter-kit/helm-chart/ai-starter-kit/values.yaml
@@ -0,0 +1,40 @@
+
+jupyterhub:
+  nameOverride: "jupyterhub"
+  postgresql:
+    nameOverride: "jupyterhub-postgresql"
+    enabled: true
+    auth:
+      password: "changeme"
+
+  singleuser:
+    extraEnvVars:
+        RAY_ADDRESS: "{{ tpl .Release.Name $ }}-kuberay-head-svc:6379"
+        MLFLOW_TRACKING_URI: "http://{{ tpl .Release.Name $ }}-mlflow-tracking"
+        JUPYTERLAB_DIR: "/opt"
+  hub:
+    password: "sneakypass"
+    extraEnvVars:
+        - name: "RAY_ADDRESS"
+          value: "{{ tpl .Release.Name $ }}-kuberay-head-svc"
+        - name: "MLFLOW_TRACKING_URI"
+          value: "http://{{ tpl .Release.Name $ }}-mlflow-tracking"
+
+ray-cluster:
+  head:
+    serviceType: ClusterIP
+    resources:
+      limits:
+        memory: "8G"
+
+mlflow:
+  postgresql:
+    auth:
+      password: "changeme"
+  minio:
+    auth:
+      rootPassword: "somepassword"
+  tracking:
+    auth:
+      password: "changemeibegyou"
+      flaskServerSecretKey: "noneedtochangethisone"
diff --git a/ai/ai-starter-kit/notebooks/test_ray.py b/ai/ai-starter-kit/notebooks/test_ray.py
new file mode 100644
index 00000000..b04ef8cd
--- /dev/null
+++ b/ai/ai-starter-kit/notebooks/test_ray.py
@@ -0,0 +1,12 @@
+!pip install ray
+from ray.job_submission import JobSubmissionClient
+
+# If using a remote cluster, replace 127.0.0.1 with the head node's IP address or set up port forwarding.
+client = JobSubmissionClient()
+job_id = client.submit_job(
+    # Entrypoint shell command to execute
+    entrypoint="python script.py",
+    # Path to the local directory that contains the script.py file
+    runtime_env={"working_dir": "./","excludes": ["/.cache","/.local"]}
+)
+print(job_id)
\ No newline at end of file