diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
new file mode 100644
index 0000000..759b397
--- /dev/null
+++ b/.github/workflows/python-app.yml
@@ -0,0 +1,33 @@
+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
+
+name: Tests
+
+on:
+  push:
+    branches: [ "master" ]
+  pull_request:
+    branches: [ "master" ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python 3.10
+      uses: actions/setup-python@v3
+      with:
+        python-version: "3.10"
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install pytest coverage lxml python-dateutil
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+    - name: Test with pytest
+      run: |
+        python -m coverage run --source=pysxm -m pytest -vvs tests/
diff --git a/README.rst b/README.rst
index 7ad76bd..8ceea9a 100644
--- a/README.rst
+++ b/README.rst
@@ -1,8 +1,8 @@
 Simple XML Python Marshaller
 ============================
 
-.. image:: https://travis-ci.org/josuebrunel/pysxm.svg?branch=master
-    :target: https://travis-ci.org/josuebrunel/pysxm
+.. image:: https://github.com/josuebrunel/pysxm/actions/workflows/python-app.yml/badge.svg
+    :target: https://github.com/josuebrunel/pysxm/actions/workflows/python-app.yml
 .. image:: https://coveralls.io/repos/github/josuebrunel/pysxm/badge.svg?branch=master
     :target: https://coveralls.io/github/josuebrunel/pysxm?branch=master
 .. image:: http://pepy.tech/badge/pysxm