diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index bf80fae..69fd0bc 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -15,6 +15,7 @@ jobs:
     strategy:
       matrix:
         element: ["python"]
+        platform: ['amd64', 'arm64']
       fail-fast: false
     runs-on: ubuntu-latest
     steps:
@@ -25,6 +26,15 @@ jobs:
         id: builder
         uses: docker/setup-buildx-action@v3
 
+      - name: 'Append ARM buildx builder'
+        if: ${{ matrix.platform == 'arm64' }}
+        uses: baschny/append-buildx-action@v1
+        with:
+          node_name: builder-${{github.run_id}}-${{github.job}}-${{github.run_number}}-${{github.run_attempt}}
+          builder: ${{ steps.builder.outputs.name }}
+          endpoint: ssh://${{ secrets.ARM_SSH_CONNECTION_STRING }}
+          ssh_private_key: ${{ secrets.ARM_SSH_PRIVATE_KEY }}
+
       - name: Docker meta
         id: meta
         uses: docker/metadata-action@v5
@@ -46,7 +56,65 @@ jobs:
         uses: docker/build-push-action@v5
         with:
           context: ./${{ matrix.element }}
-          push: true
           tags: ${{ steps.meta.outputs.tags }}
           labels: ${{ steps.meta.outputs.labels }}
-          platforms: linux/amd64
+          builder: ${{ steps.builder.outputs.name }}
+          platforms: |
+            linux/${{ matrix.platform }}
+          outputs: type=docker,name=${{ env.REGISTRY_IMAGE_PREFIX }}${{ matrix.element }},name-canonical=true
+      # For details, see link below
+      # https://docs.docker.com/build/ci/github-actions/multi-platform/
+      - name: Export digest
+        run: |
+          mkdir -p /tmp/digests
+          digest="${{ steps.push.outputs.digest }}"
+          touch "/tmp/digests/${digest#sha256:}"
+
+      - name: Upload digest
+        uses: actions/upload-artifact@v4
+        with:
+          name: digests-${{ matrix.platform }}
+          path: /tmp/digests/*
+          if-no-files-found: error
+          retention-days: 1
+
+  merge:
+    runs-on: ubuntu-latest
+    needs:
+      - build
+    steps:
+      - name: Download digests
+        uses: actions/download-artifact@v4
+        with:
+          pattern: digests-*
+          merge-multiple: true
+          path: /tmp/digests
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Docker meta
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: |
+            ${{ env.REGISTRY_IMAGE_PREFIX }}python
+          flavor: |
+            latest=true
+
+      - name: Login to Docker registry
+        uses: docker/login-action@v3
+        with:
+          registry: quay.io
+          username: ${{ secrets.QUAY_USERNAME }}
+          password: ${{ secrets.QUAY_ROBOT_TOKEN }}
+
+      - name: Create manifest list and push
+        working-directory: /tmp/digests
+        run: |
+          docker buildx imagetools create $(jq -cr '.tags | map("-t " + .) | join(" ")' <<< "$DOCKER_METADATA_OUTPUT_JSON") \
+            $(printf '${{ env.REGISTRY_IMAGE_PREFIX }}python@sha256:%s ' *)
+
+      - name: Inspect image
+        run: |
+          docker buildx imagetools inspect ${{ env.REGISTRY_IMAGE_PREFIX }}:${{ steps.meta.outputs.version }}