diff --git a/.circleci/config.yml b/.circleci/config.yml
index 7a99232e3..b3ef1aee7 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -3,6 +3,9 @@ version: 2.1
 orbs:
   slack: circleci/slack@4.13.3
   ms-teams: cloudradar-monitoring/ms-teams@0.0.1
+env:
+  DOCKER_REPO: opencti
+  GHCR_REPO: ghcr.io/OpenCTI-Platform/client-python
 jobs:
   ensure_formatting:
     docker:
@@ -48,7 +51,43 @@ jobs:
       - ms-teams/report:
           only_on_fail: true
           webhook_url: $MS_TEAMS_WEBHOOK_URL
-  build:
+
+  build-container:
+    executor: docker/docker
+    parameters:
+      python_version:
+        type: string
+    steps:
+      - checkout
+      - setup_remote_docker:
+          docker_layer_caching: true
+      - run:
+          name: Setup Docker Buildx
+          command: |
+            docker buildx create --driver docker-container --name multiarch --use
+      - run:
+          name: Login to Docker Hub
+          command: echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
+      - run:
+          name: Login to GitHub Container Registry
+          command: echo "$GITHUB_TOKEN" | docker login ghcr.io -u "$GITHUB_USERNAME" --password-stdin
+
+      - run:
+          name: Build and Push Alpine Multi-arch Image
+          command: |
+            VERSION=${CIRCLE_TAG:-latest}
+            PYTHON_VERSION_TAG=$(echo "<< parameters.python_version >>" | sed 's/\./-/g')
+            docker buildx build \
+              --platform linux/amd64,linux/arm64 \
+              --file Dockerfile.alpine \
+              --tag ${{ env.DOCKER_REPO }}/client-python-${PYTHON_VERSION_TAG}:${VERSION} \
+              --tag ${{ env.DOCKER_REPO }}/client-python-${PYTHON_VERSION_TAG}:latest \
+              --tag ${{ env.GHCR_REPO }}/client-python-${PYTHON_VERSION_TAG}:${VERSION} \
+              --tag ${{ env.GHCR_REPO }}/client-python-${PYTHON_VERSION_TAG}:latest \
+              --push \
+              --file Dockerfile
+
+  build-library:
     working_directory: ~/opencti-client
     docker:
       - image: cimg/python:3.12
@@ -144,18 +183,26 @@ workflows:
           filters:
             tags:
               only: /.*/
-      - build:
+
+      - build-container:
+          matrix:
+            parameters:
+              python_version: ["3.11", "3.12"]
+          requires:
+            - build-library
+          filters:
+            tags:
+              only: /[0-9]+(\.[0-9]+)+(\.[0-9]+)?\.?(\w)*/
+
+      - build-library:
           filters:
             tags:
               only: /[0-9]+(\.[0-9]+)+(\.[0-9]+)?\.?(\w)*/
             branches:
               ignore: /.*/
-          requires:
-            - ensure_formatting
-            - linter
       - deploy:
           requires:
-            - build
+            - build-library
           filters:
             tags:
               only: /[0-9]+(\.[0-9]+)+(\.[0-9]+)?\.?(\w)*/
@@ -163,7 +210,7 @@ workflows:
               ignore: /.*/
       - notify_rolling:
           requires:
-            - build
+            - build-library
       - notify:
           requires:
             - deploy
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..659fa505f
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+ARG BASE_IMAGE="python:3.12-alpine3.20"
+FROM ${BASE_IMAGE}
+
+# Install Python modules
+COPY ./requirements.txt /opt/requirements.txt
+
+RUN apk --no-cache add git build-base libmagic libffi-dev && \
+    pip3 install --no-cache-dir -r /opt/requirements.txt && \
+    apk del git build-base && rm /opt/requirements.txt
+
+RUN adduser -D -g '' app
+USER app
\ No newline at end of file