diff --git a/.travis.yml b/.travis.yml
index 3de0fce9..83770c15 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -17,13 +17,29 @@ services:
   - docker
 language: go
 go:
-  - 1.13.1
+  - 1.14.2
 
 addons:
   apt:
     update: true
 
 before_script:
+
+  - set -e
+  # Configure environment so changes are picked up when the Docker daemon is restarted after upgrading
+  - echo '{"experimental":true}' | sudo tee /etc/docker/daemon.json
+  - export DOCKER_CLI_EXPERIMENTAL=enabled
+  - docker run --rm --privileged docker/binfmt:a7996909642ee92942dcd6cff44b9b95f08dad64
+  # Upgrade to Docker CE 19.03 for BuildKit support
+  - curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
+  - sudo add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"
+  - sudo apt-get update
+  - sudo apt-get -y -o Dpkg::Options::="--force-confnew" install docker-ce=5:19.03.8~3-0~ubuntu-xenial # pin version for reproducibility
+  # Show info to simplify debugging and create a builder
+  - docker info
+  - docker buildx create --name builder --use
+  - docker buildx ls
+  - sudo docker version
   # Download kubectl, which is a requirement for using minikube.
   - curl -Lo kubectl https://storage.googleapis.com/kubernetes-release/release/v1.13.0/bin/linux/amd64/kubectl && chmod +x kubectl && sudo mv kubectl /usr/local/bin/
   # Download minikube.
diff --git a/Dockerfile b/Dockerfile
index 45545cf6..c55ffac7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,14 @@
 FROM ubuntu:16.04
+
+ARG TARGETARCH
+
 RUN apt-get update && apt-get install -y ca-certificates && rm -rf /var/cache/apk/*
 
-COPY ./exporter /
+COPY ./exporter-${TARGETARCH} /
 
 EXPOSE 8080
 
-CMD ["/exporter"]
+CMD ["/exporter-${TARGETARCH}"]
 
 
 
diff --git a/Makefile b/Makefile
index 6215a54b..4795a418 100644
--- a/Makefile
+++ b/Makefile
@@ -75,14 +75,14 @@ go-build:
 	@echo "------------------"
 	@echo "--> Build Chaos Exporter"
 	@echo "------------------"
-	@go build ./cmd/exporter 
+	@bash build/go-multiarch-build.sh ./cmd/exporter 
 
 docker-build: 
 	@echo "------------------"
 	@echo "--> Build chaos-exporter image" 
 	@echo "------------------"
 	# Dockerfile available in the repo root
-	sudo docker build . -f Dockerfile -t $(DOCKER_REPO)/$(DOCKER_IMAGE):$(DOCKER_TAG)
+	@sudo docker buildx build --file Dockerfile --progress plane --platform linux/arm64,linux/amd64 --no-cache --tag $(DOCKER_REPO)/$(DOCKER_IMAGE):$(DOCKER_TAG) .
 
 .PHONY: test
 test:
@@ -117,4 +117,4 @@ unused-package-check:
 	@tidy=$$(go mod tidy); \
 	if [ -n "$${tidy}" ]; then \
 		echo "go mod tidy checking failed!"; echo "$${tidy}"; echo; \
-	fi
\ No newline at end of file
+	fi
diff --git a/build/gitlab/stages/1-cluster-setup/gcp b/build/gitlab/stages/1-cluster-setup/gcp
deleted file mode 100755
index 87809cc2..00000000
--- a/build/gitlab/stages/1-cluster-setup/gcp
+++ /dev/null
@@ -1,36 +0,0 @@
-#!/bin/bash
-
-set -e
-
-path=$(pwd)
-echo $SDK_TOKEN > key.json
-gcloud auth activate-service-account --key-file=key.json
-gcloud config set project ${PROJECT_NAME}
-export GOOGLE_APPLICATION_CREDENTIALS="$path/key.json"
-
-truncate -s 0 ~/logs/vpc
-truncate -s 0 ~/logs/clusters
-
-git clone https://github.com/mayadata-io/litmus.git
-cd litmus/k8s/gcp/k8s-installer/
-
-# Create VPC
-echo "CREATING VPC"
-ansible-playbook create-vpc.yml --extra-vars "project=${PROJECT_NAME}"
-
-# Create k8s cluster
-echo "CREATING CLUSTER"
-ansible-playbook create-k8s-cluster.yml -vv --extra-vars "project=${PROJECT_NAME} nodes=1 k8s_version=1.11.1"
-
-mkdir $path/.kube
-cat ~/.kube/config > $path/.kube/config
-cat ~/.kube/config > $path/.kube/admin.conf
-cat ~/logs/clusters > $path/.kube/clusters
-cat ~/logs/vpc > $path/.kube/vpc
-
-# Export VPC network name
-VPC=`cat $path/.kube/vpc`
-echo $VPC
-echo "Checking Cluster availability"
-ansible-playbook check-cluster-availability.yml --extra-vars "nodes=1"
-kubectl get nodes
\ No newline at end of file
diff --git a/build/gitlab/stages/2-cluster-cleanup/cluster-cleanup b/build/gitlab/stages/2-cluster-cleanup/cluster-cleanup
deleted file mode 100755
index 0be27c23..00000000
--- a/build/gitlab/stages/2-cluster-cleanup/cluster-cleanup
+++ /dev/null
@@ -1,31 +0,0 @@
-#!/bin/bash
-
-set -e
-
-path=$(pwd)
-echo $SDK_TOKEN > key.json
-gcloud auth activate-service-account --key-file=key.json
-gcloud config set project ${PROJECT_NAME}
-export GOOGLE_APPLICATION_CREDENTIALS="$path/key.json"
-
-cp $path/.kube/clusters ~/logs
-cp $path/.kube/vpc ~/logs
-git clone https://github.com/mayadata-io/litmus.git
-cd litmus/k8s/gcp/k8s-installer/
-echo "************************** Cluster cleanup started **************************" 
-
-# Fetching cluster name
-cluster_name=$(cat ~/logs/clusters)
-
-# Delete k8s cluster
-ansible-playbook delete-k8s-cluster.yml
-
-# Export VPC network name
-VPC=`cat $path/.kube/vpc`
-echo $VPC
-
-# Delete VPC
-ansible-playbook delete-vpc.yml --extra-vars "project=${PROJECT-NAME}"
-
-echo $cluster_name
-rm -rf litmus
\ No newline at end of file
diff --git a/build/go-multiarch-build.sh b/build/go-multiarch-build.sh
new file mode 100644
index 00000000..94135eb7
--- /dev/null
+++ b/build/go-multiarch-build.sh
@@ -0,0 +1,27 @@
+#!/usr/bin/env bash
+
+package=$1
+if [[ -z "$package" ]]; then
+  echo "usage: $0 <package-name>"
+  exit 1
+fi
+package_split=(${package//\// })
+package_name=${package_split[-1]}
+
+# add the arch for which we want to build the image
+platforms=("linux/amd64" "linux/arm64")
+for platform in "${platforms[@]}"
+do
+    platform_split=(${platform//\// })
+    GOOS=${platform_split[0]}
+    GOARCH=${platform_split[1]}
+    output_name=exporter-$GOARCH
+    
+    # The script executes for the argument passed (in package variable)
+    # here the arg will be "./cmd/exporter" for creating binary
+    env GOOS=$GOOS GOARCH=$GOARCH go build -o $output_name $package
+    if [ $? -ne 0 ]; then
+        echo 'An error has occurred! Aborting the script execution...'
+        exit 1
+    fi
+done
diff --git a/buildscripts/push b/buildscripts/push
index e6f26364..2eafae1c 100755
--- a/buildscripts/push
+++ b/buildscripts/push
@@ -19,18 +19,16 @@ then
   sudo docker login -u "${DNAME}" -p "${DPASS}";
   # Push image to docker hub
   echo "Pushing ${REPONAME}/${IMGNAME}:${IMGTAG} ...";
-  sudo docker push ${REPONAME}/${IMGNAME}:${IMGTAG} ;
+  sudo docker buildx build --file Dockerfile --push --progress plane --platform linux/arm64,linux/amd64 --no-cache --tag ${REPONAME}/${IMGNAME}:${IMGTAG} .
   if [ ! -z "${TRAVIS_TAG}" ] ;
   then
     # Push with different tags if tagged as a release
     # When github is tagged with a release, then Travis will 
     # set the release tag in env TRAVIS_TAG
     echo "Pushing ${REPONAME}/${IMGNAME}:${TRAVIS_TAG} ...";
-    sudo docker tag ${IMAGEID} ${REPONAME}/${IMGNAME}:${TRAVIS_TAG}
-    sudo docker push ${REPONAME}/${IMGNAME}:${TRAVIS_TAG};
+    sudo docker buildx build --file Dockerfile --push --progress plane --platform linux/arm64,linux/amd64 --no-cache --tag ${REPONAME}/${IMGNAME}:${TRAVIS_TAG} .
     echo "Pushing ${REPONAME}/${IMGNAME}:latest ...";
-    sudo docker tag ${IMAGEID} ${REPONAME}/${IMGNAME}:latest
-    sudo docker push ${REPONAME}/${IMGNAME}:latest;
+    sudo docker buildx build --file Dockerfile --push --progress plane --platform linux/arm64,linux/amd64 --no-cache --tag ${REPONAME}/${IMGNAME}:latest .
   fi;
 else
   echo "No docker credentials provided. Skip uploading ${REPONAME}/${IMGNAME}:${IMGTAG} to docker hub";
diff --git a/go.mod b/go.mod
index 009f9b28..301c4315 100644
--- a/go.mod
+++ b/go.mod
@@ -9,6 +9,7 @@ require (
 	github.com/litmuschaos/chaos-operator v0.0.0-20200502085045-ae0a262d3baa
 	github.com/onsi/ginkgo v1.12.0
 	github.com/onsi/gomega v1.9.0
+	github.com/pkg/errors v0.9.1
 	github.com/prometheus/client_golang v1.6.0
 	golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550 // indirect
 	golang.org/x/net v0.0.0-20200226121028-0de0cce0169b // indirect
diff --git a/go.sum b/go.sum
index e40aacc4..ccf4bd66 100644
--- a/go.sum
+++ b/go.sum
@@ -167,6 +167,7 @@ github.com/peterbourgon/diskv v2.0.1+incompatible/go.mod h1:uqqh8zWWbv1HBMNONnaR
 github.com/pkg/errors v0.8.0/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pkg/errors v0.8.1 h1:iURUrRGxPUNPdy5/HRSm+Yj6okJ6UtLINN0Q9M4+h3I=
 github.com/pkg/errors v0.8.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
+github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
 github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
diff --git a/tests/bdd/bdd_test.go b/tests/bdd/bdd_test.go
index 425d7295..cfefb4f8 100644
--- a/tests/bdd/bdd_test.go
+++ b/tests/bdd/bdd_test.go
@@ -67,6 +67,10 @@ var _ = BeforeSuite(func() {
 		log.Fatalf("Failed to create operator: %v", err)
 	}
 	time.Sleep(30 * time.Second)
+	podDeleteRbac := exec.Command("kubectl", "apply", "-f", "../manifest/pod-delete-rbac.yaml", "-n", "litmus")
+	if err := podDeleteRbac.Start(); err != nil {
+		log.Fatalf("Failed to create pod-delete rbac: %v", err)
+	}
 	experimentCreate := exec.Command("kubectl", "apply", "-f", "https://hub.litmuschaos.io/api/chaos/master?file=charts/generic/experiments.yaml", "-n", "litmus")
 	if err := experimentCreate.Start(); err != nil {
 		log.Fatalf("Failed to create experiment: %v", err)
@@ -140,7 +144,7 @@ var _ = BeforeSuite(func() {
 				Applabel: "app=nginx",
 				AppKind:  "deployment",
 			},
-			ChaosServiceAccount: "litmus",
+			ChaosServiceAccount: "pod-delete-sa",
 			Components: v1alpha1.ComponentParams{
 				Runner: v1alpha1.RunnerInfo{
 					Image: "litmuschaos/chaos-runner:ci",
diff --git a/tests/manifest/pod-delete-rbac.yaml b/tests/manifest/pod-delete-rbac.yaml
new file mode 100644
index 00000000..eb8a5b38
--- /dev/null
+++ b/tests/manifest/pod-delete-rbac.yaml
@@ -0,0 +1,39 @@
+---
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: pod-delete-sa
+  namespace: litmus
+  labels:
+    name: pod-delete-sa
+    app.kubernetes.io/part-of: litmus
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: Role
+metadata:
+  name: pod-delete-sa
+  namespace: litmus
+  labels:
+    name: pod-delete-sa
+    app.kubernetes.io/part-of: litmus
+rules:
+- apiGroups: ["","litmuschaos.io","batch","apps"]
+  resources: ["pods","deployments","pods/log","events","jobs","chaosengines","chaosexperiments","chaosresults"]
+  verbs: ["create","list","get","patch","update","delete","deletecollection"]
+---
+apiVersion: rbac.authorization.k8s.io/v1
+kind: RoleBinding
+metadata:
+  name: pod-delete-sa
+  namespace: litmus
+  labels:
+    name: pod-delete-sa
+    app.kubernetes.io/part-of: litmus
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: Role
+  name: pod-delete-sa
+subjects:
+- kind: ServiceAccount
+  name: pod-delete-sa
+  namespace: litmus