diff --git a/.github/scripts/purge-aws-resources.sh b/.github/scripts/purge-aws-resources.sh
new file mode 100644
index 00000000..76c5b80e
--- /dev/null
+++ b/.github/scripts/purge-aws-resources.sh
@@ -0,0 +1,75 @@
+# ------------------------------------------------------------
+# Copyright 2023 The Radius Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ------------------------------------------------------------
+
+RESOURCE_TYPES='AWS::RDS::DBInstance,AWS::RDS::DBSubnetGroup,AWS::MemoryDB::Cluster,AWS::MemoryDB::SubnetGroup'
+
+# File to store the list of deleted resources
+DELETED_RESOURCES_FILE='deleted-resources.txt'
+
+# Number of retries
+MAX_RETRIES=5
+
+# Retry delay in seconds
+RETRY_DELAY=300 # 5 minutes
+
+function delete_aws_resources() {
+  # Empty the file
+  truncate -s 0 $DELETED_RESOURCES_FILE
+
+  for resource_type in ${RESOURCE_TYPES//,/ }; do
+    aws cloudcontrol list-resources --type-name "$resource_type" --query "ResourceDescriptions[].Identifier" --output text | tr '\t' '\n' | while read identifier; do
+      aws cloudcontrol get-resource --type-name "$resource_type" --identifier "$identifier" --query "ResourceDescription.Properties" --output text | while read resource; do
+        echo "Deleting resource of type: $resource_type with identifier: $identifier"
+        echo "$identifier\n" >>$DELETED_RESOURCES_FILE
+        aws cloudcontrol delete-resource --type-name "$resource_type" --identifier "$identifier"
+      done
+    done
+  done
+
+  if [ -s $DELETED_RESOURCES_FILE ]; then
+    return 1
+  else
+    return 0
+  fi
+}
+
+RETRY_COUNT=0
+while [ $RETRY_COUNT -lt $MAX_RETRIES ]; do
+  # Trigger the function to delete the resources
+  delete_aws_resources
+
+  # If the function returned 0, then no resources needed to be deleted
+  # on this run. This means that all resources have been deleted.
+  if [ $? -eq 0 ]; then
+    echo "All resources deleted successfully"
+    break
+  fi
+
+  # Still have resources to delete, increase the retry count
+  RETRY_COUNT=$((RETRY_COUNT + 1))
+
+  # Check if there are more retries left
+  if [ $RETRY_COUNT -lt $MAX_RETRIES ]; then
+    # Retry after delay
+    echo "Retrying in $RETRY_DELAY seconds..."
+    sleep $RETRY_DELAY
+  fi
+done
+
+# Check if the maximum number of retries exceeded
+if [ $RETRY_COUNT -eq $MAX_RETRIES ]; then
+  echo "Maximum number of retries exceeded"
+fi
diff --git a/.github/workflows/purge-aws-test-resources.yaml b/.github/workflows/purge-aws-test-resources.yaml
new file mode 100644
index 00000000..e5cb97ca
--- /dev/null
+++ b/.github/workflows/purge-aws-test-resources.yaml
@@ -0,0 +1,40 @@
+name: Purge AWS Test Resources
+
+on:
+  schedule:
+    # Runs every day at 5 AM
+    - cron: "0 5 * * *"
+
+env:
+  GH_TOKEN: ${{ github.token }}
+  AWS_REGION: us-west-2
+
+jobs:
+  purge_aws_resources:
+    name: Purge AWS Test Resources
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Install AWS CLI
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y awscli
+
+      - name: Login to AWS
+        run: |
+          aws configure set aws_access_key_id ${{ secrets.AWS_ACCESS_KEY_ID }}
+          aws configure set aws_secret_access_key ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          aws configure set region ${{ env.AWS_REGION }}
+          aws configure set output json
+
+      - name: Delete old AWS resources
+        run: bash .github/scripts/purge-aws-resources.sh
+
+      - name: Create GitHub issue on failure
+        if: failure() && github.event_name == 'schedule'
+        run: |
+          gh issue create --title "Purge Purge AWS Test Resources workflow failed" \
+            --body "Test failed on ${{ github.repository }}. See [workflow logs](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}) for more details." \
+            --repo ${{ github.repository }}