diff --git a/.github/workflows/codebuild-ci.yml b/.github/workflows/codebuild-ci.yml
new file mode 100644
index 0000000000..e72680be2a
--- /dev/null
+++ b/.github/workflows/codebuild-ci.yml
@@ -0,0 +1,48 @@
+name: PR Checks
+on:
+    pull_request_target:
+
+concurrency:
+    group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.head_ref }}
+    cancel-in-progress: true
+
+permissions:
+    id-token: write # This is required for requesting the JWT
+
+jobs:
+  codestyle-doc-tests:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Configure AWS Credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          role-to-assume: ${{ secrets.CI_AWS_ROLE_ARN }}
+          aws-region: us-west-2
+          role-duration-seconds: 10800
+      - name: Run Codestyle & Doc Tests
+        uses: aws-actions/aws-codebuild-run-build@v1
+        with:
+          project-name: sagemaker-python-sdk-ci-codestyle-doc-tests
+          source-version-override: 'pr/${{ github.event.pull_request.number }}'
+  unit-tests:
+    runs-on: ubuntu-latest
+    strategy:
+        fail-fast: false
+        matrix:
+          python-version: ["py38", "py39", "py310"]
+    steps:
+      - name: Configure AWS Credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          role-to-assume: ${{ secrets.CI_AWS_ROLE_ARN }}
+          aws-region: us-west-2
+          role-duration-seconds: 10800
+      - name: Run Unit Tests
+        uses: aws-actions/aws-codebuild-run-build@v1
+        with:
+          project-name: sagemaker-python-sdk-ci-unit-tests
+          source-version-override: 'pr/${{ github.event.pull_request.number }}'
+          env-vars-for-codebuild: |
+            PY_VERSION
+        env:
+          PY_VERSION: ${{ matrix.python-version }}