diff --git a/components/crud-web-apps/jupyter/Makefile b/components/crud-web-apps/jupyter/Makefile
index f9a4ae27..2102dd58 100644
--- a/components/crud-web-apps/jupyter/Makefile
+++ b/components/crud-web-apps/jupyter/Makefile
@@ -1,6 +1,7 @@
 IMG ?= jupyter-web-app
 TAG ?= $(shell git describe --tags --always --dirty)
 DOCKERFILE ?= jupyter/Dockerfile
+ARCH ?= linux/amd64
 
 
 docker-build:
@@ -9,4 +10,13 @@ docker-build:
 docker-push:
 	docker push $(IMG):$(TAG)
 
+.PHONY: docker-build-multi-arch
+docker-build-multi-arch: ##  Build multi-arch docker images with docker buildx
+	cd ../ && docker buildx build --platform ${ARCH} --tag ${IMG}:${TAG} -f ${DOCKERFILE} .
+
+
+.PHONY: docker-build-push-multi-arch
+docker-build-push-multi-arch: ## Build multi-arch docker images with docker buildx and push to docker registry 
+	cd ../ && docker buildx build --platform ${ARCH} --tag ${IMG}:${TAG} --push -f ${DOCKERFILE} .
+
 image: docker-build docker-push