diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
new file mode 100644
index 0000000..023e47f
--- /dev/null
+++ b/.github/workflows/docker.yml
@@ -0,0 +1,46 @@
+name: Docker
+on:
+  push:
+    tags:
+      - '*.*.*'
+jobs:
+  docker-images:
+    permissions:
+      packages: write
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
+      - name: Generate Docker tag
+        id: docker_tag
+        run: |
+          DOCKER_IMAGE=${{ github.repository_owner }}/mlmym
+          DOCKER_VERSION=dev
+          DOCKER_VERSION=${GITHUB_REF#refs/tags/}
+          TAGS="ghcr.io/${DOCKER_IMAGE}:${DOCKER_VERSION},ghcr.io/${DOCKER_IMAGE}:latest"
+          echo ::set-output name=tags::${TAGS}
+
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v2
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
+
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v2 
+        with:
+          registry: ghcr.io
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Build and Push images
+        uses: docker/build-push-action@v4
+        with:
+          context: .
+          file: Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: ${{ steps.docker_tag.outputs.tags }}