diff --git a/.github/workflows/docker_build.yml b/.github/workflows/docker_build.yml
new file mode 100644
index 00000000..ff967f03
--- /dev/null
+++ b/.github/workflows/docker_build.yml
@@ -0,0 +1,81 @@
+name: Build Docker Images for backend
+
+on:
+  push:
+    branches:
+      - master
+    paths:
+      - "backend/**"
+      - ".github/workflows/docker_build.yml"
+  pull_request:
+    branches:
+      - master
+    paths:
+      - "backend/**"
+      - ".github/workflows/docker_build.yml"
+
+env:
+  REGISTRY: ghcr.io
+  IMAGE_NAME: ${{ github.repository }}
+
+jobs:
+  build-and-push-api-image:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Log in to the Container registry
+        uses: docker/login-action@v1
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata (tags, labels) for API Docker
+        id: meta_api
+        uses: docker/metadata-action@v3
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}_api
+
+      - name: Build and push API Docker image
+        uses: docker/build-push-action@v3
+        with:
+          context: backend/
+          file: backend/Dockerfile_CPU
+          push: false
+          tags: ${{ steps.meta_api.outputs.tags }}
+          labels: ${{ steps.meta_api.outputs.labels }}
+
+  build-and-push-worker-image:
+    needs: build-and-push-api-image
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      packages: write
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Log in to the Container registry
+        uses: docker/login-action@v1
+        with:
+          registry: ${{ env.REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata (tags, labels) for Worker Docker
+        id: meta_worker
+        uses: docker/metadata-action@v3
+        with:
+          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}_worker
+
+      - name: Build and push Worker Docker image
+        uses: docker/build-push-action@v3
+        with:
+          context: backend/
+          file: backend/Dockerfile
+          push: false
+          tags: ${{ steps.meta_worker.outputs.tags }}
+          labels: ${{ steps.meta_worker.outputs.labels }}
diff --git a/backend/Dockerfile b/backend/Dockerfile
index 99137694..ca90a827 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -17,17 +17,17 @@ RUN pip install --global-option=build_ext --global-option="-I/usr/include/gdal"
 COPY docker/ramp/docker-requirements.txt /tmp/docker-requirements.txt
 RUN pip install -r /tmp/docker-requirements.txt
 
-
-RUN pip install --upgrade setuptools
+# RUN pip install --upgrade pip
+# RUN pip install --upgrade setuptools
 COPY requirements.txt /tmp/requirements.txt
 COPY api-requirements.txt /tmp/api-requirements.txt
 
-RUN pip install -r /tmp/requirements.txt
+RUN pip install --use-deprecated=legacy-resolver -r /tmp/requirements.txt 
 
 
 COPY docker/ramp/solaris /tmp/solaris
 RUN pip install /tmp/solaris --use-feature=in-tree-build && \
     pip install scikit-fmm --use-feature=in-tree-build
-    
+
 WORKDIR /app
 COPY . /app
diff --git a/backend/Dockerfile_CPU b/backend/Dockerfile_CPU
index b6921403..164f9b3f 100644
--- a/backend/Dockerfile_CPU
+++ b/backend/Dockerfile_CPU
@@ -18,11 +18,12 @@ COPY docker/ramp/docker-requirements.txt /tmp/docker-requirements.txt
 RUN pip install -r /tmp/docker-requirements.txt
 
 
-RUN pip install --upgrade setuptools
+# RUN pip install --upgrade setuptools
 
 COPY requirements.txt /tmp/requirements.txt
 COPY api-requirements.txt /tmp/api-requirements.txt
-RUN pip install -r /tmp/requirements.txt
+# Don't use legacy resolver , TODO : fix this dependencies 
+RUN pip install --use-deprecated=legacy-resolver -r /tmp/requirements.txt 
 
 COPY docker/ramp/solaris /tmp/solaris
 RUN pip install /tmp/solaris --use-feature=in-tree-build && \