diff --git a/.github/workflows/ci-cd.yml b/.github/workflows/ci-cd.yml
new file mode 100644
index 0000000..c713da1
--- /dev/null
+++ b/.github/workflows/ci-cd.yml
@@ -0,0 +1,38 @@
+name: CI/CD
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  deploy:
+    name: Deploy
+    runs-on: ubuntu-latest
+    env:
+      MODAL_TOKEN_ID: ${{ secrets.MODAL_TOKEN_ID }}
+      MODAL_TOKEN_SECRET: ${{ secrets.MODAL_TOKEN_SECRET }}
+
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@v2
+
+      - name: Install Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: "3.10"
+
+      - name: Install Modal
+        run: |
+          python -m pip install --upgrade pip
+          pip install modal
+
+      - name: Deploy cutout generator job
+        run: |
+          cd app
+          modal deploy grounded_cutouts.py
+      - name: Deploy s3_handler job
+        run: |
+          cd app/s3_handler
+          modal deploy app.py
+          
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