diff --git a/.github/workflows/cwl-tests.yml b/.github/workflows/cwl-tests.yml
new file mode 100644
index 0000000..7f33555
--- /dev/null
+++ b/.github/workflows/cwl-tests.yml
@@ -0,0 +1,25 @@
+name: CWL wrapper tests
+# This workflow is triggered on pushes and PRs to the repository.
+on: [push, pull_request]
+
+jobs:
+  CwlTests:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Check out source-code repository
+      uses: actions/checkout@v2
+      with:
+        submodules: true
+
+    - name: Set up Python 3.8
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.8
+
+    - name: Install cwltool
+      run: pip install cwltool
+
+    - name: CWL definition test
+      run: cwltool bionitio.cwl --fasta_file functional_tests/test_data/two_sequence.fasta
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
new file mode 100644
index 0000000..9444f3d
--- /dev/null
+++ b/.github/workflows/docker.yml
@@ -0,0 +1,24 @@
+name: Docker Image
+# This workflow is triggered on pushes and package releases.
+on: [push, published]
+
+jobs:
+  BuildPushDocker:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Check out source-code repository
+      uses: actions/checkout@v2
+
+    - name: Push Docker image to GitHub Packages
+      uses: docker/build-push-action@v1
+      with:
+        username: ${{ github.actor }}
+        password: ${{ secrets.GITHUB_TOKEN }}
+        registry: docker.pkg.github.com
+        repository: ${{github.repository}}/bionitio
+        tag_with_ref: true
+
+    - name: Functional Docker tests
+      run: docker run bionitio --entrypoint /bionitio/functional_tests/bionitio-test.sh -p bionitio -d /bionitio/functional_tests/test_data -v
diff --git a/.github/workflows/functional-tests.yml b/.github/workflows/functional-tests.yml
new file mode 100644
index 0000000..002c11e
--- /dev/null
+++ b/.github/workflows/functional-tests.yml
@@ -0,0 +1,27 @@
+name: Functional tests
+# This workflow is triggered on pushes and PRs to the repository.
+on: [push, pull_request]
+
+jobs:
+  FuncTests:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Check out source-code repository
+      uses: actions/checkout@v2
+      with:
+        submodules: true
+
+    - name: Set up Python 3.8
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.8
+
+    - name: Install python dependencies
+      run: |
+        pip install -r requirements-dev.txt
+        pip install .
+
+    - name: Run functional tests
+      run: functional_tests/bionitio-test.sh
diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml
new file mode 100644
index 0000000..978a175
--- /dev/null
+++ b/.github/workflows/unit-tests.yml
@@ -0,0 +1,31 @@
+name: Unit tests
+# This workflow is triggered on pushes and PRs to the repository.
+on: [push, pull_request]
+
+jobs:
+  PythonTests:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8]
+
+    steps:
+    - name: Check out source-code repository
+      uses: actions/checkout@v2
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v2
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Install python dependencies
+      run: |
+        pip install -r requirements-dev.txt
+        pip install .
+
+    - name: Run unit tests
+      run: python bionitio/bionitio_test.py
+
+    - name: Check program style
+      run: pylint -E bionitio/*.py
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 4e3cb73..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,21 +0,0 @@
-sudo: true
-dist: xenial 
-services:
-  - docker
-language: python 
-python:
-  - "3.5"
-
-before_install:
-  - pip3 install cwltool
-  - docker build -t bionitio .
-
-script:
-  # Both of these same tests, in Docker
-  # Functional tests
-  - docker run --entrypoint /bionitio/.travis/unit-test.sh bionitio
-  # Unit tests
-  - docker run --entrypoint /bionitio/functional_tests/bionitio-test.sh bionitio -p bionitio -d /bionitio/functional_tests/test_data -v
-
-  # CWL definition test
-  - cwltool bionitio.cwl --fasta_file functional_tests/test_data/two_sequence.fasta
diff --git a/.travis/install-dependencies.sh b/.travis/install-dependencies.sh
deleted file mode 100755
index bef6e6c..0000000
--- a/.travis/install-dependencies.sh
+++ /dev/null
@@ -1,9 +0,0 @@
-#!/bin/sh
-
-# Install Python dependencies
-
-echo 'Python install'
-(
-   pip install -r requirements-dev.txt
-   pip install .
-)
diff --git a/.travis/unit-test.sh b/.travis/unit-test.sh
deleted file mode 100755
index 26a72f8..0000000
--- a/.travis/unit-test.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/bash
-
-set -e
-errors=0
-
-# Run unit tests
-python bionitio/bionitio_test.py || {
-    echo "'python python/bionitio/bionitio_test.py' failed"
-    let errors+=1
-}
-
-# Check program style
-pylint -E bionitio/*.py || {
-    echo 'pylint -E bionitio/*.py failed'
-    let errors+=1
-}
-
-[ "$errors" -gt 0 ] && {
-    echo "There were $errors errors found"
-    exit 1
-}
-
-echo "Ok : Python specific tests"