diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 953aa003..98730a58 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -53,20 +53,12 @@ jobs:
         if: ${{ matrix.python-version == '3.14' && github.event.head_commit.message == 'release' }}
         run: make publish
 
-  deploy:
-    runs-on: ubuntu-latest
+  image:
     if: github.ref == 'refs/heads/main'
     needs:
       - build
-    env:
-      PYTHON_ENV: ci
+    uses: ./.github/workflows/docker-multiarch.yml
+    with:
+      image-name: quantflow
+    secrets:
       GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      FMP_API_KEY: ${{ secrets.FMP_API_KEY }}
-
-    steps:
-      - name: Checkout repo
-        uses: actions/checkout@v4
-      - name: install rops
-        run: |
-          curl -L https://raw.githubusercontent.com/quantmind/rops/main/dev/install-rops | bash
-          echo "$HOME/bin" >> $GITHUB_PATH
diff --git a/.github/workflows/docker-multiarch.yaml b/.github/workflows/docker-multiarch.yaml
new file mode 100644
index 00000000..90dfb838
--- /dev/null
+++ b/.github/workflows/docker-multiarch.yaml
@@ -0,0 +1,76 @@
+name: Docker Multi-arch Build
+
+on:
+  workflow_call:
+    inputs:
+      image-name:
+        required: true
+        type: string
+    secrets:
+      GITHUB_TOKEN:
+        required: true
+
+jobs:
+  build-amd64:
+    runs-on: ubuntu-latest
+    env:
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      - name: install rops
+        run: |
+          curl -L https://raw.githubusercontent.com/quantmind/rops/main/dev/install-rops | bash
+          echo "$HOME/bin" >> $GITHUB_PATH
+      - name: build amd64
+        run: rops docker build ${{ inputs.image-name }}
+      - name: push amd64
+        run: rops docker push ${{ inputs.image-name }} --arch
+
+  build-arm64:
+    runs-on: ubuntu-24.04-arm
+    env:
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      - name: install rops
+        run: |
+          curl -L https://raw.githubusercontent.com/quantmind/rops/main/dev/install-rops | bash
+          echo "$HOME/bin" >> $GITHUB_PATH
+      - name: build arm64
+        run: rops docker build ${{ inputs.image-name }}
+      - name: push arm64
+        run: rops docker push ${{ inputs.image-name }} --arch
+
+  manifest:
+    needs: [build-amd64, build-arm64]
+    runs-on: ubuntu-latest
+    env:
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+    steps:
+      - uses: actions/checkout@v4
+      - name: Login to GitHub Container Registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      - name: install rops
+        run: |
+          curl -L https://raw.githubusercontent.com/quantmind/rops/main/dev/install-rops | bash
+          echo "$HOME/bin" >> $GITHUB_PATH
+      - name: create manifest
+        run: rops docker manifest ${{ inputs.image-name }}
diff --git a/rops.toml b/rops.toml
index 8823c352..c4fcbb66 100644
--- a/rops.toml
+++ b/rops.toml
@@ -5,5 +5,5 @@ default_branch = "main"
 
 [docker]
 image_branch_tag_prefix = "branch"
-image_repo_url = "quantmind/quantflow"
+image_repo_url = "ghcr.io/quantmind"
 files_path = "dev"