diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
new file mode 100644
index 000000000..715474a85
--- /dev/null
+++ b/.github/workflows/docker.yml
@@ -0,0 +1,62 @@
+name: docker
+
+on:
+  push:
+    branches:
+    - master
+    - dev
+    tags:
+    - 'ng-*'
+
+jobs:
+  # build and push image to docker hub.
+  buildx:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Prepare
+        id: prepare
+        env:
+          DOCKER_IMAGE: ${{ secrets.DOCKER_IMAGE }}
+        run: |
+          DOCKER_PLATFORMS=linux/amd64,linux/arm/v7,linux/arm64/v8
+          VERSION=edge
+          if [[ $GITHUB_REF == refs/tags/* ]]; then
+            VERSION=${GITHUB_REF#refs/tags/}
+          fi
+          if [[ $GITHUB_REF == refs/heads/* ]]; then
+            VERSION=${GITHUB_REF#refs/heads/}
+          fi
+          TAGS="--tag ${DOCKER_IMAGE}:${VERSION}"
+          if [[ $VERSION == "master" ]]; then
+            TAGS="$TAGS --tag ${DOCKER_IMAGE}:latest"
+          fi
+          echo ::set-output name=docker_image::${DOCKER_IMAGE}
+          echo ::set-output name=version::${VERSION}
+          echo ::set-output name=buildx_args::--platform ${DOCKER_PLATFORMS} \
+            --build-arg VERSION=${VERSION} \
+            --build-arg BUILD_DATE=$(date -u +'%Y-%m-%dT%H:%M:%SZ') \
+            --build-arg VCS_REF=${GITHUB_SHA::8} \
+            ${TAGS} --file ./Dockerfile .
+      - name: install buildx
+        id: buildx
+        uses: crazy-max/ghaction-docker-buildx@v3.1.0
+      - name: Docker Login
+        if: success() && github.event_name != 'pull_request'
+        env:
+          DOCKER_USERNAME: ${{ secrets.DOCKER_USERNAME }}
+          DOCKER_PASSWORD: ${{ secrets.DOCKER_PASSWORD }}
+        run: |
+          echo "${DOCKER_PASSWORD}" | docker login --username "${DOCKER_USERNAME}" --password-stdin
+      - name: Docker Buildx (push)
+        if: success() && github.event_name != 'pull_request'
+        run: |
+          docker buildx build --output "type=image,push=true" ${{ steps.prepare.outputs.buildx_args }}
+      - name: Docker Check Manifest
+        if: always() && github.event_name != 'pull_request'
+        run: |
+          docker run --rm mplatform/mquery ${{ steps.prepare.outputs.docker_image }}:${{ steps.prepare.outputs.version }}
+      - name: Clear
+        if: always() && github.event_name != 'pull_request'
+        run: |
+          rm -f ${HOME}/.docker/config.json
diff --git a/.github/workflows/documentation.yml b/.github/workflows/documentation.yml
new file mode 100644
index 000000000..00835d240
--- /dev/null
+++ b/.github/workflows/documentation.yml
@@ -0,0 +1,33 @@
+name: documentation
+
+# always run documentation workflow to ensure the documentation can still be built
+on: [push, pull_request]
+
+# possibly add a publish job for automatic read-the-docs publishing
+jobs:
+  documentation:
+    runs-on: ubuntu-20.04
+    steps:
+    - uses: actions/checkout@v2
+    - name: Install python version
+      uses: gabrielfalcao/pyenv-action@v7
+      with:
+        default: "3.6.8"
+        command: "pip install -U pip"    
+    - name: Get pip cache dir
+      id: pip-cache
+      run: |
+        echo "::set-output name=dir::$(pip cache dir)"
+    - name: Persistent Github pip cache
+      uses: actions/cache@v2
+      with:
+        path: ${{ steps.pip-cache.outputs.dir }}
+        key: ${{ runner.os }}-pip3.6.8}
+    - name: dependencies
+      # instead of directly installing the dependency in the workflow file, can this be done using the pipfile instead?
+      run: |
+        pip install 'sphinx~=3.3' sphinx_rtd_theme
+    - name: make
+      run: |
+        cd docs/
+        make html
\ No newline at end of file
diff --git a/.github/workflows/frontend.yml b/.github/workflows/frontend.yml
new file mode 100644
index 000000000..4cb36d3a4
--- /dev/null
+++ b/.github/workflows/frontend.yml
@@ -0,0 +1,19 @@
+name: frontend
+
+# always run frontend workflow to see if it builds and tests run fine
+on: [push, pull_request]
+
+jobs:
+  frontend:
+    runs-on: ubuntu-20.04
+    steps:
+    - uses: actions/checkout@v2
+    - uses: actions/setup-node@v2
+      with:
+        node-version: '15'
+    - name: build
+      run: |
+        cd src-ui/
+        npm install -g @angular/cli
+        npm install
+        ng build --prod
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 000000000..9766c4b5b
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,43 @@
+name: backend-tests
+
+# always run tests workflow
+on: [push, pull_request]
+
+jobs:
+  tests:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-20.04]
+        python: # pyenv-action requires the exact version
+          - 3.6.8
+          - 3.7.9
+          - 3.8.6
+    steps:
+    - uses: actions/checkout@v2
+    - name: Install python version
+      uses: gabrielfalcao/pyenv-action@v7
+      with:
+        default: "${{ matrix.python }}"
+        command: "pip install -U pip"
+    - name: Get pip cache dir
+      id: pip-cache
+      run: |
+        echo "::set-output name=dir::$(pip cache dir)"
+    - name: Persistent Github pip cache
+      uses: actions/cache@v2
+      with:
+        path: ${{ steps.pip-cache.outputs.dir }}
+        key: ${{ runner.os }}-pip${{ matrix.python }}
+    - name: Tests
+      env: 
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      run: |
+        sudo apt-get update -qq
+        sudo apt-get install -qq libpoppler-cpp-dev unpaper tesseract-ocr imagemagick ghostscript optipng
+        pip install --upgrade pipenv
+        pipenv install --system --dev
+        cd src/
+        pipenv run pytest --cov
+        pipenv run pycodestyle
+        pipenv run coveralls
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index f4873cf3c..000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,153 +0,0 @@
-language: python
-
-dist: focal
-os: linux
-
-stages:
- - name: test
- - name: build_docker
-   if: branch =~ /^(master|dev|ng-.*)$/
- - name: publish_manifest
-   if: branch =~ /^(master|dev|ng-.*)$/
-
-jobs:
-  include:
-    - name: "Paperless on Python 3.6"
-      stage: test
-      python: "3.6"
-
-    - name: "Paperless on Python 3.7"
-      stage: test
-      python: "3.7"
-
-    - name: "Paperless on Python 3.8"
-      stage: test
-      python: "3.8"
-
-    - name: "Documentation"
-      stage: test
-      script:
-        - cd docs/
-        - make html
-      after_success: true
-
-    - name: "Front end"
-      stage: test
-      language: node_js
-      node_js:
-        - 15
-      before_install: true
-      install:
-        - cd src-ui/
-        - npm install -g @angular/cli
-        - npm install
-      script:
-        - ng build --prod
-      after_success: true
-
-    - stage: build_docker
-      name: amd64 docker build
-      services:
-        - docker
-      before_install:
-        - true
-      install:
-        - true
-      after_success:
-        - true
-      script:
-        - echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
-        - docker build -f Dockerfile --tag=${DOCKER_REPO}:${TRAVIS_COMMIT}-amd64 .
-        - docker push ${DOCKER_REPO}:${TRAVIS_COMMIT}-amd64
-    - stage: build_docker
-      name: arm64v8 docker build
-      services:
-        - docker
-      before_install:
-        - true
-      install:
-        - true
-      after_success:
-        - true
-      script:
-        - echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
-        # travis_wait 60 tells travis to wait for up to 60 minutes - default is 20, which is too short
-        - travis_wait 60 docker build -f Dockerfile --tag=${DOCKER_REPO}:${TRAVIS_COMMIT}-arm64v8 .
-        - docker push ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm64v8
-      arch: arm64-graviton2
-      virt: vm
-      group: edge
-    - stage: build_docker
-      name: arm32v7 docker build
-      services:
-        - docker
-      before_install:
-        - true
-      install:
-        - true
-      after_success:
-        - true
-      script:
-        - echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
-        # register binfmt stuff for qemu-static binaries so we can use userland-emulation
-        - docker run --rm --privileged multiarch/qemu-user-static --reset -p yes
-        # replace the multi-arch reference with a specific, arm32v7 version. else docker will use the platform specific one,
-        # which is amd64.
-        - sed -i "s/FROM node:15/FROM node@$(docker manifest inspect node:15 | jq -r '.manifests [] | select (.platform.variant == "v7") | .digest')/g" Dockerfile
-        - sed -i "s/FROM python:3.7-slim/FROM python@$(docker manifest inspect python:3.7-slim | jq -r '.manifests [] | select (.platform.variant == "v7") | .digest')/g" Dockerfile
-        # travis_wait 60 tells travis to wait for up to 60 minutes - default is 20, which is too short
-        - travis_wait 60 docker build -f Dockerfile --tag=${DOCKER_REPO}:${TRAVIS_COMMIT}-arm32v7 .
-        - docker push ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm32v7
-      env:
-        - DOCKER_CLI_EXPERIMENTAL=enabled # required for manifest support
-    - stage: publish_manifest
-      env:
-        - DOCKER_CLI_EXPERIMENTAL=enabled # required for manifest support
-      services:
-        - docker
-      before_install:
-        - true
-      install:
-        - true
-      after_success:
-        - true
-      script:
-        - echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
-        - docker manifest create ${DOCKER_REPO}:${TRAVIS_COMMIT} ${DOCKER_REPO}:${TRAVIS_COMMIT}-amd64 ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm64v8 ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm32v7
-        - docker manifest annotate ${DOCKER_REPO}:${TRAVIS_COMMIT} ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm32v7 --os linux --arch arm --variant v7
-        - docker manifest annotate ${DOCKER_REPO}:${TRAVIS_COMMIT} ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm64v8 --os linux --arch arm64 --variant v8
-        - docker manifest push --purge ${DOCKER_REPO}:${TRAVIS_COMMIT}
-        - |
-          if [ "${TRAVIS_BRANCH}" = "master" ]; then
-            echo "Master branch detected"
-            DOCKER_TAG="latest"
-          else
-            DOCKER_TAG=${TRAVIS_TAG}
-          fi
-        - |
-          if [ "${DOCKER_TAG}" != "" ]; then
-            echo "Create Tag ${DOCKER_TAG}"
-            docker manifest create ${DOCKER_REPO}:${DOCKER_TAG} ${DOCKER_REPO}:${TRAVIS_COMMIT}-amd64 ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm64v8 ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm32v7
-            docker manifest annotate ${DOCKER_REPO}:${DOCKER_TAG} ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm32v7 --os linux --arch arm --variant v7
-            docker manifest annotate ${DOCKER_REPO}:${DOCKER_TAG} ${DOCKER_REPO}:${TRAVIS_COMMIT}-arm64v8 --os linux --arch arm64 --variant v8
-            docker manifest push --purge ${DOCKER_REPO}:${DOCKER_TAG}
-          else
-            echo "Not a tag and not on master, so not pushing tag/master specific manifest"
-          fi
-
-
-before_install:
-  - sudo apt-get update -qq
-  - sudo apt-get install -qq libpoppler-cpp-dev unpaper tesseract-ocr imagemagick ghostscript optipng
-
-install:
-  - pip install --upgrade pipenv
-  - pipenv install --system --dev
-
-script:
-  - cd src/
-  - pipenv run pytest --cov
-  - pipenv run pycodestyle
-
-after_success:
-  - pipenv run coveralls