diff --git a/package-lock.json b/package-lock.json
index a4d0e7491c..76ae6c9621 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,7 +10,7 @@
       "license": "ISC",
       "dependencies": {
         "@amplitude/ua-parser-js": "0.7.24",
-        "@aws-sdk/client-personalize": "^3.470.0",
+        "@aws-sdk/client-personalize": "^3.616.0",
         "@aws-sdk/client-s3": "^3.474.0",
         "@aws-sdk/credential-providers": "^3.391.0",
         "@aws-sdk/lib-storage": "^3.474.0",
@@ -694,55 +694,1126 @@
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+        "@smithy/util-buffer-from": "^3.0.0",
+        "tslib": "^2.6.2"
+      },
+      "engines": {
+        "node": ">=16.0.0"
+      }
+    },
     "node_modules/@aws-sdk/client-s3": {
       "version": "3.485.0",
       "resolved": "https://registry.npmjs.org/@aws-sdk/client-s3/-/client-s3-3.485.0.tgz",
diff --git a/package.json b/package.json
index e351bd0c71..f9039d1368 100644
--- a/package.json
+++ b/package.json
@@ -55,7 +55,7 @@
   },
   "dependencies": {
     "@amplitude/ua-parser-js": "0.7.24",
-    "@aws-sdk/client-personalize": "^3.470.0",
+    "@aws-sdk/client-personalize": "^3.616.0",
     "@aws-sdk/client-s3": "^3.474.0",
     "@aws-sdk/credential-providers": "^3.391.0",
     "@aws-sdk/lib-storage": "^3.474.0",
diff --git a/src/v0/destinations/personalize/scripts/personalize_cleanup.sh b/src/v0/destinations/personalize/scripts/personalize_cleanup.sh
new file mode 100644
index 0000000000..5bf6426fa6
--- /dev/null
+++ b/src/v0/destinations/personalize/scripts/personalize_cleanup.sh
@@ -0,0 +1,67 @@
+#!/bin/bash
+
+# Set the AWS region
+AWS_REGION="us-east-1"
+
+# Function to wait for dataset deletion
+wait_for_deletion() {
+  local resource_arn=$1
+  local resource_type=$2
+  local status=""
+
+  echo "Waiting for $resource_type $resource_arn to be deleted..."
+
+  while true; do
+    if [ "$resource_type" == "dataset" ]; then
+      status=$(aws personalize describe-dataset --dataset-arn $resource_arn --region $AWS_REGION --query "dataset.status" --output text 2>/dev/null)
+    fi
+
+    if [ -z "$status" ]; then
+      echo "$resource_type $resource_arn has been deleted."
+      break
+    else
+      echo "$resource_type $resource_arn status: $status. Waiting..."
+      sleep 10
+    fi
+  done
+}
+
+# Delete dataset groups
+for dataset_group_arn in $(aws personalize list-dataset-groups --region $AWS_REGION --query "datasetGroups[*].datasetGroupArn" --output text); do
+
+  echo "Processing dataset group: $dataset_group_arn"
+
+  # List and delete all event trackers in the dataset group
+  for event_tracker_arn in $(aws personalize list-event-trackers --dataset-group-arn $dataset_group_arn --region $AWS_REGION --query "eventTrackers[*].eventTrackerArn" --output text); do
+    echo "Deleting event tracker $event_tracker_arn"
+    aws personalize delete-event-tracker --event-tracker-arn $event_tracker_arn --region $AWS_REGION
+  done
+
+  # List and delete all solutions in the dataset group
+  for solution_arn in $(aws personalize list-solutions --dataset-group-arn $dataset_group_arn --region $AWS_REGION --query "solutions[*].solutionArn" --output text); do
+
+    # List and delete all campaigns for the solution
+    for campaign_arn in $(aws personalize list-campaigns --solution-arn $solution_arn --region $AWS_REGION --query "campaigns[*].campaignArn" --output text); do
+      echo "Deleting campaign $campaign_arn"
+      aws personalize delete-campaign --campaign-arn $campaign_arn --region $AWS_REGION
+    done
+
+    echo "Deleting solution $solution_arn"
+    aws personalize delete-solution --solution-arn $solution_arn --region $AWS_REGION
+  done
+
+  # List and delete all datasets in the dataset group
+  for dataset_arn in $(aws personalize list-datasets --dataset-group-arn $dataset_group_arn --region $AWS_REGION --query "datasets[*].datasetArn" --output text); do
+    echo "Deleting dataset $dataset_arn"
+    aws personalize delete-dataset --dataset-arn $dataset_arn --region $AWS_REGION
+    wait_for_deletion $dataset_arn "dataset"
+  done
+
+  # Finally, delete the dataset group
+  echo "Deleting dataset group $dataset_group_arn"
+  aws personalize delete-dataset-group --dataset-group-arn $dataset_group_arn --region $AWS_REGION
+  wait_for_deletion $dataset_group_arn "dataset_group"
+done
+
+echo "All datasets, event trackers, solutions, campaigns, and dataset groups have been deleted."
+