diff --git a/components/aws/sagemaker/codebuild/deploy.buildspec.yml b/components/aws/sagemaker/codebuild/deploy.buildspec.yml
new file mode 100644
index 00000000000..f2acff30a45
--- /dev/null
+++ b/components/aws/sagemaker/codebuild/deploy.buildspec.yml
@@ -0,0 +1,12 @@
+version: 0.2      
+phases:
+  pre_build:
+    commands:
+      # Log in to Dockerhub
+      - mkdir -p ~/.docker
+      - echo $DOCKER_CONFIG > ~/.docker/config.json
+
+  build:
+    commands:
+      - cd components/aws/sagemaker
+      - ./codebuild/scripts/deploy.sh -d "${DRY_RUN}"
\ No newline at end of file
diff --git a/components/aws/sagemaker/codebuild/integration-test.buildspec.yml b/components/aws/sagemaker/codebuild/integration-test.buildspec.yml
new file mode 100644
index 00000000000..0ca12b06c61
--- /dev/null
+++ b/components/aws/sagemaker/codebuild/integration-test.buildspec.yml
@@ -0,0 +1,18 @@
+version: 0.2      
+phases:
+  build:
+    commands:
+      - cd components/aws
+      - docker build . -f ./sagemaker/tests/integration_tests/Dockerfile -t amazon/integration-test-image --quiet
+
+      # Run the container and copy the results to /tmp
+      # Passes all host environment variables through to the container
+      - docker run --name integration-test-container $(env | cut -f1 -d= | sed 's/^/-e /') amazon/integration-test-image
+      - docker cp integration-test-container:/app/tests/integration_tests/integration_tests.log /tmp/results.xml
+      - docker rm -f integration-test-container
+
+reports:
+  IntegrationTestReport:
+    files:
+      - "results.xml"
+    base-directory: "/tmp"
\ No newline at end of file
diff --git a/components/aws/sagemaker/codebuild/scripts/deploy.sh b/components/aws/sagemaker/codebuild/scripts/deploy.sh
new file mode 100755
index 00000000000..aa023f00512
--- /dev/null
+++ b/components/aws/sagemaker/codebuild/scripts/deploy.sh
@@ -0,0 +1,77 @@
+#!/usr/bin/env bash
+
+set -e
+
+REMOTE_REPOSITORY="amazon/aws-sagemaker-kfp-components"
+DRYRUN="true"
+FULL_VERSION_TAG=""
+
+while getopts ":d:v:" opt; do
+	case ${opt} in
+		d)
+			if [[ "${OPTARG}" = "false" ]]; then
+				DRYRUN="false"
+			else
+				DRYRUN="true"
+			fi
+			;;
+		v)
+			FULL_VERSION_TAG="${OPTARG}"
+			;;
+	esac
+done
+
+function docker_tag_exists() {
+    curl --silent -f -lSL https://index.docker.io/v1/repositories/$1/tags/$2 > /dev/null 2> /dev/null
+}
+
+if [[ ! -z "${FULL_VERSION_TAG}" && ! "${FULL_VERSION_TAG}" =~ ^[0-9]+\.[0-9]+\.[0-9]+ ]]; then
+	>&2 echo "Version tag does not match SEMVER style (X.Y.Z)"
+	exit 1
+fi
+
+# Check version does not already exist
+VERSION_LICENSE_FILE="THIRD-PARTY-LICENSES.txt"
+if [[ -z "${FULL_VERSION_TAG}" ]]; then
+	FULL_VERSION_TAG="$(cat ${VERSION_LICENSE_FILE} | head -n1 | grep -Po '(?<=version )\d.\d.\d')"
+fi
+
+if [ -z "$FULL_VERSION_TAG" ]; then
+  >&2 echo "Could not find version inside ${VERSION_LICENSE_FILE} file."
+  exit 1
+fi
+
+echo "Deploying version ${FULL_VERSION_TAG}"
+
+if docker_tag_exists "$REMOTE_REPOSITORY" "$FULL_VERSION_TAG"; then
+  >&2 echo "Tag ${REMOTE_REPOSITORY}:${FULL_VERSION_TAG} already exists. Cannot overwrite an existing image."
+  exit 1
+fi
+
+# Build the image
+FULL_VERSION_IMAGE="${REMOTE_REPOSITORY}:${FULL_VERSION_TAG}"
+docker build . -f Dockerfile -t "${FULL_VERSION_IMAGE}"
+
+# Get the minor and major versions
+[[ $FULL_VERSION_TAG =~ ^[0-9]+\.[0-9]+ ]] && MINOR_VERSION_IMAGE="${REMOTE_REPOSITORY}:${BASH_REMATCH[0]}"
+[[ $FULL_VERSION_TAG =~ ^[0-9]+ ]] && MAJOR_VERSION_IMAGE="${REMOTE_REPOSITORY}:${BASH_REMATCH[0]}"
+
+# Re-tag the image with major and minor versions
+docker tag "${FULL_VERSION_IMAGE}" "${MINOR_VERSION_IMAGE}"
+echo "Tagged image with ${MINOR_VERSION_IMAGE}"
+docker tag "${FULL_VERSION_IMAGE}" "${MAJOR_VERSION_IMAGE}"
+echo "Tagged image with ${MAJOR_VERSION_IMAGE}"
+
+# Push to the remote repository
+if [ "${DRYRUN}" == "false" ]; then
+  docker push "${FULL_VERSION_IMAGE}"
+  echo "Successfully pushed tag ${FULL_VERSION_IMAGE} to Docker Hub"
+
+	docker push "${MINOR_VERSION_IMAGE}"
+  echo "Successfully pushed tag ${MINOR_VERSION_IMAGE} to Docker Hub"
+
+	docker push "${MAJOR_VERSION_IMAGE}"
+  echo "Successfully pushed tag ${MAJOR_VERSION_IMAGE} to Docker Hub"
+else
+  echo "Dry run detected. Not pushing images."
+fi
\ No newline at end of file
diff --git a/components/aws/sagemaker/codebuild/unit-test.buildspec.yml b/components/aws/sagemaker/codebuild/unit-test.buildspec.yml
new file mode 100644
index 00000000000..a366094bfa4
--- /dev/null
+++ b/components/aws/sagemaker/codebuild/unit-test.buildspec.yml
@@ -0,0 +1,18 @@
+version: 0.2      
+phases:
+  build:
+    commands:
+      - cd components/aws
+      - docker build . -f ./sagemaker/tests/unit_tests/Dockerfile -t amazon/unit-test-image --quiet
+
+      # Run the container and copy the results to /tmp
+      # Passes all host environment variables through to the container
+      - docker run --name unit-test-container $(env | cut -f1 -d= | sed 's/^/-e /') amazon/unit-test-image
+      - docker cp unit-test-container:/app/tests/unit_tests/unit_tests.log /tmp/results.xml
+      - docker rm -f unit-test-container
+
+reports:
+  UnitTestReport:
+    files:
+      - "results.xml"
+    base-directory: "/tmp"
\ No newline at end of file