diff --git a/.github/workflows/build-deploy-pr.yaml b/.github/workflows/build-deploy-pr.yaml
index 3d4252f..8de8b6d 100644
--- a/.github/workflows/build-deploy-pr.yaml
+++ b/.github/workflows/build-deploy-pr.yaml
@@ -12,7 +12,11 @@ jobs:
       fail-fast: false
     steps:
       - name: Checkout
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
       - name: create latest tag variable
         run: |
           container="${{ env.registry }}/${{ env.username}}/${{ env.repository }}:latest"
@@ -34,7 +38,12 @@ jobs:
           registry: ${{ env.registry }}
           username: ${{ env.username }}
           password: ${{ secrets.GITHUB_TOKEN }}
-      - name: deploy pull request container
-        run: |
-          docker tag ${{ env.container }} ${{ env.versioned }}
-          docker push ${{ env.versioned }}
+      - name: Build and push
+        uses: docker/build-push-action@v3
+        with:
+          context: .
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: |
+            ${{ env.container }}
+            ${{ env.versioned }}
diff --git a/Dockerfile b/Dockerfile
index d321e39..3dfaaba 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM rocker/r-ver:4.1.2
+FROM --platform=$BUILDPLATFORM rocker/r-ver:4.1.2
 
 ENV degauss_name="fortunes"
 ENV degauss_version="0.1.3"
@@ -38,3 +38,10 @@ COPY entrypoint.R .
 WORKDIR /tmp
 
 ENTRYPOINT ["/app/entrypoint.R"]
+
+ARG TARGETPLATFORM
+RUN compile --target=$TARGETPLATFORM -o /out/mybinary
+
+FROM rocker/r-ver:4.1.2
+COPY --from=build /out/mybinary /bin
+