diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 65f2df3..d73dcbd 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -8,8 +8,9 @@ variables:
 
 Build:
   stage: build
-  image: docker:latest
+  image: jdrouet/docker-with-buildx:stable
   services:
     - docker:dind
   script:
-    - docker build -t $TAG_COMMIT -t $TAG_LATEST .
+    - docker buildx create --use
+    - docker buildx build --platform linux/arm64/v8 -t $TAG_COMMIT -t $TAG_LATEST .