diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
new file mode 100644
index 00000000..c52c5374
--- /dev/null
+++ b/.github/workflows/build.yaml
@@ -0,0 +1,72 @@
+name: build
+
+on:
+  push:
+    branches:
+      - "*"
+  pull_request:
+    branches:
+      - "*"
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - 
+        uses: actions/checkout@master
+        with:
+            fetch-depth: 1
+      -
+        name: Set Username/Repo as ENV vars
+        run: echo "USER_REPO"=$(echo "$GITHUB_REPOSITORY" | awk '{print tolower($1)}' | sed -e "s/:refs//") >> $GITHUB_ENV
+      -
+        name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - 
+        name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+      - 
+        name: Local docker build (non-root image)
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: ./Dockerfile
+          push: false
+          platforms: linux/amd64
+          target: release
+          build-args: |
+            VERSION=latest-dev
+            GIT_COMMIT=${{ github.sha }}
+            REPO_URL=https://github.com/${{ env.USER_REPO }}
+          load: true
+          tags: openfaas/faas-cli:${{ github.sha }}
+      - 
+        name: Local docker build (root image)
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: ./Dockerfile
+          push: false
+          platforms: linux/amd64
+          target: release
+          build-args: |
+            VERSION=latest-dev
+            GIT_COMMIT=${{ github.sha }}
+            REPO_URL=https://github.com/${{ env.USER_REPO }}
+          tags: openfaas/faas-cli:${{ github.sha }}-root
+      - 
+        name: Copy binary to host
+        run: |
+          docker create --name faas-cli openfaas/faas-cli:${{ github.sha }} && \
+          mkdir -p ./bin && \
+          docker cp faas-cli:/usr/bin/faas-cli ./bin && \
+          docker rm -f faas-cli
+      - 
+        name: Build samples
+        run: ./build_samples.sh
+      - 
+        name: Test version
+        run: ./test/version.sh ./bin/faas-cli
+      - 
+        name: Test the cli and the function behaviour
+        run: make test-templating
diff --git a/.github/workflows/publish.yaml b/.github/workflows/publish.yaml
new file mode 100644
index 00000000..fc6bbe20
--- /dev/null
+++ b/.github/workflows/publish.yaml
@@ -0,0 +1,98 @@
+name: publish
+
+on:
+  push:
+    tags:
+      - '*'
+
+jobs:
+  publish:
+    runs-on: ubuntu-latest
+    steps:
+      - 
+        uses: actions/checkout@master
+        with:
+          fetch-depth: 1
+      - 
+        name: Get tags
+        id: get_tag
+        run: echo ::set-output name=TAG::${GITHUB_REF#refs/tags/}
+      -
+        name: Set Username/Repo and ImagePrefix as ENV vars
+        run: |
+          echo "USER_REPO"=$(echo "$GITHUB_REPOSITORY" | awk '{print tolower($1)}' | sed -e "s/:refs//") >> $GITHUB_ENV && \
+          echo "IMAGE_PREFIX"=$(echo "ghcr.io/$GITHUB_REPOSITORY" | awk '{print tolower($1)}' | sed -e "s/:refs//") >> $GITHUB_ENV
+      -
+        name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - 
+        name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+      - 
+        name: Login to Github Container Registry
+        uses: docker/login-action@v1
+        with:
+          registry: ghcr.io
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.DOCKER_PASSWORD }}
+      -
+        name: Build and Push container images (non-root)
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: linux/amd64,linux/arm/v7,linux/arm64
+          target: release
+          build-args: |
+            VERSION=${{ steps.get_tag.outputs.TAG }}
+            GIT_COMMIT=${{ github.sha }}
+            REPO_URL=https://github.com/${{ env.USER_REPO }}
+          push: true
+          tags: |
+            ${{ env.IMAGE_PREFIX }}:${{ github.sha }}
+            ${{ env.IMAGE_PREFIX }}:${{ steps.get_tag.outputs.TAG }}
+            ${{ env.IMAGE_PREFIX }}:latest
+      - 
+        name: Build and Push container images (root)
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: ./Dockerfile
+          platforms: linux/amd64,linux/arm/v7,linux/arm64
+          target: root
+          build-args: |
+            VERSION=${{ steps.get_tag.outputs.TAG }}
+            GIT_COMMIT=${{ github.sha }}
+            REPO_URL=https://github.com/${{ env.USER_REPO }}
+          push: true
+          tags: |
+            ${{ env.IMAGE_PREFIX }}:${{ github.sha }}-root
+            ${{ env.IMAGE_PREFIX }}:${{ steps.get_tag.outputs.TAG }}-root
+            ${{ env.IMAGE_PREFIX }}:latest-root
+      -
+        name: Build binaries for multiple environments
+        uses: docker/build-push-action@v2
+        with:
+          context: .
+          file: ./Dockerfile.redist
+          platforms: linux/amd64
+          build-args: |
+            VERSION=${{ steps.get_tag.outputs.TAG }}
+            GIT_COMMIT=${{ github.sha }}
+          load: true
+          push: false
+          tags: |
+           openfaas/faas-cli:${{ steps.get_tag.outputs.TAG }}
+      - 
+        name: Copy binaries to host
+        run: ./build_redist.sh ${{ steps.get_tag.outputs.TAG }}
+      - 
+        name: Create SHA of binaries
+        run: ./ci/hashgen.sh
+      - 
+        name: Upload binaries and their SHA to Github Release
+        uses: alexellis/upload-assets@0.2.2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          asset_paths: '["./bin/faas-cli*"]'
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index a4d606a7..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,58 +0,0 @@
-sudo: required
-language: generic
-
-services:
-- docker
-
-before_script:
-- curl -sSLf https://get.docker.com | sed s/sleep\ 20/sleep\ 0/g | sudo -E sh
-
-script:
-  - make build
-  - make build_samples
-  - ./test/version.sh ./faas-cli
-  - make build_redist
-
-after_success:
-    - if [ ! -z "$TRAVIS_TAG" ] ; then
-        if [ -z "$DOCKER_NS" ] ; then
-          export DOCKER_NS=openfaas;
-        fi;
-
-        docker tag $DOCKER_NS/faas-cli:latest-dev $DOCKER_NS/faas-cli:$TRAVIS_TAG;
-        docker tag $DOCKER_NS/faas-cli:latest-dev $DOCKER_NS/faas-cli:latest;
-        docker tag $DOCKER_NS/faas-cli:latest-dev-root $DOCKER_NS/faas-cli:${TRAVIS_TAG}-root;
-        docker tag $DOCKER_NS/faas-cli:latest-dev-root $DOCKER_NS/faas-cli:latest-root;
-        echo $DOCKER_PASSWORD | docker login -u=$DOCKER_USERNAME --password-stdin;
-        docker push $DOCKER_NS/faas-cli:$TRAVIS_TAG;
-        docker push $DOCKER_NS/faas-cli:latest;
-        docker push $DOCKER_NS/faas-cli:${TRAVIS_TAG}-root;
-        docker push $DOCKER_NS/faas-cli:latest-root;
-
-      fi;
-
-before_deploy:
-  - make test-templating
-  - ./ci/hashgen.sh
-
-deploy:
-  provider: releases
-  api_key:
-      secure: "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"
-  file: 
-  - faas-cli
-  - faas-cli-darwin
-  - faas-cli-armhf
-  - faas-cli.exe
-  - faas-cli-arm64
-  - faas-cli.sha256
-  - faas-cli-darwin.sha256
-  - faas-cli-armhf.sha256
-  - faas-cli.exe.sha256
-  - faas-cli-arm64.sha256
-  skip_cleanup: true
-  on:
-    tags: true
-
-env:
-  - GO111MODULE=off
diff --git a/Dockerfile b/Dockerfile
index 3984fe13..4580d152 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,15 @@
-FROM teamserverless/license-check:0.3.6 as license-check
+FROM teamserverless/license-check:0.3.9 as license-check
 
 # Build stage
-FROM golang:1.13 as builder
+FROM --platform=${BUILDPLATFORM:-linux/amd64} golang:1.13-alpine as builder
+
+ARG TARGETPLATFORM
+ARG BUILDPLATFORM
+ARG TARGETOS
+ARG TARGETARCH
+
+ARG GIT_COMMIT
+ARG VERSION
 
 ENV GO111MODULE=on
 ENV GOFLAGS=-mod=vendor
@@ -9,6 +17,7 @@ ENV CGO_ENABLED=0
 
 WORKDIR /usr/bin/
 
+RUN apk --no-cache add git
 COPY --from=license-check /license-check /usr/bin/
 
 WORKDIR /go/src/github.com/openfaas/faas-cli
@@ -21,31 +30,39 @@ RUN test -z "$(gofmt -l $(find . -type f -name '*.go' -not -path "./vendor/*"))"
 # ldflags -X injects commit version into binary
 RUN /usr/bin/license-check -path ./ --verbose=false "Alex Ellis" "OpenFaaS Author(s)"
 
-RUN go test $(go list ./... | grep -v /vendor/ | grep -v /template/|grep -v /build/|grep -v /sample/) -cover
+RUN CGO_ENABLED=0 GOOS=${TARGETOS} GOARCH=${TARGETARCH} \
+    go test $(go list ./... | grep -v /vendor/ | grep -v /template/|grep -v /build/|grep -v /sample/) -cover
 
-RUN VERSION=$(git describe --all --exact-match `git rev-parse HEAD` | grep tags | sed 's/tags\///') \
-    && GIT_COMMIT=$(git rev-list -1 HEAD) \
-    && CGO_ENABLED=0 GOOS=linux go build --ldflags "-s -w \
+RUN GOOS=${TARGETOS} GOARCH=${TARGETARCH} CGO_ENABLED=0 \
+    go build --ldflags "-s -w \
     -X github.com/openfaas/faas-cli/version.GitCommit=${GIT_COMMIT} \
     -X github.com/openfaas/faas-cli/version.Version=${VERSION} \
-    -X github.com/openfaas/faas-cli/commands.Platform=x86_64" \
+    -X github.com/openfaas/faas-cli/commands.Platform=${TARGETARCH}" \
     -a -installsuffix cgo -o faas-cli
 
 # CICD stage
-FROM alpine:3.12 as root
+FROM --platform=${TARGETPLATFORM:-linux/amd64} alpine:3.12 as root
+
+ARG REPO_URL
+
+LABEL org.opencontainers.image.source $REPO_URL
 
 RUN apk --no-cache add ca-certificates git
 
 WORKDIR /home/app
 
-COPY --from=builder /go/src/github.com/openfaas/faas-cli/faas-cli               /usr/bin/
+COPY --from=builder /go/src/github.com/openfaas/faas-cli/faas-cli /usr/bin/
 
 ENV PATH=$PATH:/usr/bin/
 
 ENTRYPOINT [ "faas-cli" ]
 
 # Release stage
-FROM alpine:3.12 as release
+FROM --platform=${TARGETPLATFORM:-linux/amd64} alpine:3.12 as release
+
+ARG REPO_URL
+
+LABEL org.opencontainers.image.source $REPO_URL
 
 RUN apk --no-cache add ca-certificates git
 
@@ -55,11 +72,11 @@ RUN addgroup -S app \
 
 WORKDIR /home/app
 
-COPY --from=builder /go/src/github.com/openfaas/faas-cli/faas-cli               /usr/bin/
+COPY --from=builder /go/src/github.com/openfaas/faas-cli/faas-cli /usr/bin/
 RUN chown -R app:app ./
 
 USER app
 
 ENV PATH=$PATH:/usr/bin/
 
-ENTRYPOINT ["faas-cli"]
+ENTRYPOINT ["faas-cli"]
\ No newline at end of file
diff --git a/Dockerfile.redist b/Dockerfile.redist
index 1c394001..986b8b50 100644
--- a/Dockerfile.redist
+++ b/Dockerfile.redist
@@ -3,6 +3,9 @@ FROM teamserverless/license-check:0.3.6 as license-check
 # Build stage
 FROM golang:1.13 as builder
 
+ARG GIT_COMMIT
+ARG VERSION
+
 ENV GO111MODULE=on
 ENV GOFLAGS=-mod=vendor
 ENV CGO_ENABLED=0
diff --git a/README.md b/README.md
index 994e3e84..28800cbf 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 ## faas-cli
-[![Build Status](https://travis-ci.com/openfaas/faas-cli.svg?branch=master)](https://travis-ci.com/openfaas/faas-cli)
+[![Build Status](https://github.com/openfaas/faas-cli/workflows/build/badge.svg?branch=master)](https://github.com/openfaas/faas-cli/actions)
 [![Go Report Card](https://goreportcard.com/badge/github.com/openfaas/faas-cli)](https://goreportcard.com/report/github.com/openfaas/faas-cli)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 [![OpenFaaS](https://img.shields.io/badge/openfaas-serverless-blue.svg)](https://www.openfaas.com)
diff --git a/build_integration_test.sh b/build_integration_test.sh
index 7b685a4b..47f86746 100755
--- a/build_integration_test.sh
+++ b/build_integration_test.sh
@@ -1,6 +1,6 @@
 #!/bin/bash
 
-cli="./faas-cli"
+cli="./bin/faas-cli"
 template="python3"
 
 get_package() {
diff --git a/build_redist.sh b/build_redist.sh
index dcf55fe7..cccfd03a 100755
--- a/build_redist.sh
+++ b/build_redist.sh
@@ -6,11 +6,11 @@ if [ $1 ] ; then
   eTAG=$1
 fi
 
-docker build --build-arg http_proxy=$http_proxy --build-arg https_proxy=$https_proxy -t openfaas/faas-cli:$eTAG . -f Dockerfile.redist && \
- docker create --name faas-cli openfaas/faas-cli:$eTAG && \
- docker cp faas-cli:/home/app/faas-cli . && \
- docker cp faas-cli:/home/app/faas-cli-darwin . && \
- docker cp faas-cli:/home/app/faas-cli-armhf . && \
- docker cp faas-cli:/home/app/faas-cli-arm64 . && \
- docker cp faas-cli:/home/app/faas-cli.exe . && \
- docker rm -f faas-cli
+docker create --name faas-cli openfaas/faas-cli:${eTAG} && \
+mkdir -p ./bin && \
+docker cp faas-cli:/home/app/faas-cli ./bin && \
+docker cp faas-cli:/home/app/faas-cli-darwin ./bin && \
+docker cp faas-cli:/home/app/faas-cli-armhf ./bin && \
+docker cp faas-cli:/home/app/faas-cli-arm64 ./bin && \
+docker cp faas-cli:/home/app/faas-cli.exe ./bin && \
+docker rm -f faas-cli
diff --git a/build_samples.sh b/build_samples.sh
index 33a79c8e..3f41be81 100755
--- a/build_samples.sh
+++ b/build_samples.sh
@@ -1,5 +1,5 @@
 #!/bin/sh
 
-./faas-cli build # --squash=true
+./bin/faas-cli build # --squash=true
 
 docker images |head -n 4
diff --git a/ci/hashgen.sh b/ci/hashgen.sh
index 25bab9ad..da454eff 100755
--- a/ci/hashgen.sh
+++ b/ci/hashgen.sh
@@ -1,3 +1,3 @@
 #!/bin/sh
 
-for f in faas-cli*; do shasum -a 256 $f > $f.sha256; done
\ No newline at end of file
+for f in bin/faas-cli*; do shasum -a 256 $f > $f.sha256; done
\ No newline at end of file
diff --git a/commands/store.go b/commands/store.go
index d10d55e8..11f0d5e8 100644
--- a/commands/store.go
+++ b/commands/store.go
@@ -20,8 +20,15 @@ var (
 	storeAddress     string
 	verbose          bool
 	storeDeployFlags DeployFlags
-	//Platform platform variable updated at build time
+	//Platform platform variable set at build time
 	Platform string
+	// if the CLI is built using buildx, then the Platform value needs to be mapped to
+	// one of the supported values used in the store.
+	shortPlatform = map[string]string{
+		"linux/arm/v6": "armhf",
+		"linux/amd64":  "x86_64",
+		"linux/arm64":  "arm64",
+	}
 )
 
 const (
@@ -131,7 +138,12 @@ func getPlatform() string {
 
 func getTargetPlatform(inputPlatform string) string {
 	if len(inputPlatform) == 0 {
-		return getPlatform()
+		currentPlatform := getPlatform()
+		target, ok := shortPlatform[currentPlatform]
+		if ok {
+			return target
+		}
+		return currentPlatform
 	}
 	return inputPlatform
 }