diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..46bdc5d
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,23 @@
+name: build
+on: [push, pull_request]
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        image-tag:
+          - 37
+          - 38
+          - 39
+          - 310
+    container: thumbororg/thumbor-test:${{ matrix.image-tag }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v2
+      - name: Setup
+        run: make setup
+      - name: Run unit tests
+        run: make unit
+      - name: Run integration tests
+        run: make integration
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index e246cc7..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,19 +0,0 @@
-language: python
-python:
-  - 2.7
-
-before_install:
-    # update aptitude
-    - sudo apt-get update
-
-    # verify all requirements were met
-    - pip install opencv-python
-    - INSTALLDIR=$(python -c "import os; import numpy; import cv2; print(os.path.dirname(cv2.__file__))")
-
-install:
-    # install python requirements
-    - make setup
-
-script:
-    # finally run tests
-    - make test