diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..2eb3b55
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,43 @@
+name: Make a release
+
+on:
+  push:
+    # Sequence of patterns matched against refs/tags
+    tags:
+      - 'v*' # Push events to matching v*, i.e. v1.0, v20.15.10
+
+jobs:
+  release:
+    runs-on: ubuntu-18.04
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Python 3.7
+      uses: actions/setup-python@v1
+      with:
+        python-version: 3.7
+
+    - name: Install pypa/build
+      run: >-
+        python -m
+        pip install
+        build
+        --user
+
+    - name: Build a binary wheel and a source tarball
+      run: >-
+        python -m
+        build
+        --sdist
+        --wheel
+        --outdir dist/
+        .
+
+    - name: Create a github release
+      uses: softprops/action-gh-release@v1
+      if: startsWith(github.ref, 'refs/tags/')
+      with:
+        prerelease: true
+        files: dist/*
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 957f40a..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,28 +0,0 @@
-notifications:
-  email: false
-
-matrix:
-  include:
-    - sudo: required
-      services:
-        - docker
-      env: DOCKER_IMAGE=quay.io/pypa/manylinux1_x86_64
-
-install:
-  - docker pull $DOCKER_IMAGE
-
-script:
-  - echo mock
-
-before_deploy:
-  - docker run --rm -v `pwd`:/io $DOCKER_IMAGE $PRE_CMD /io/travis/build-wheels.sh
-
-deploy:
-  provider: releases
-  api_key: $GIT_TOKEN
-  skip_cleanup: true
-  file_glob: true
-  file: wheelhouse/*
-  # deploy when a new tag is pushed
-  on:
-    tags: true
diff --git a/travis/build-wheels.sh b/travis/build-wheels.sh
deleted file mode 100755
index 14f0e87..0000000
--- a/travis/build-wheels.sh
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/bin/bash
-set -e -x
-
-# Install a system package required by our library
-yum install -y atlas-devel
-
-pushd /io
-# Compile wheels
-for PYBIN in /opt/python/cp3*/bin; do
-    "${PYBIN}/python" setup.py bdist_wheel --dist-dir wheelhouse
-done
-popd
-
-# Bundle external shared libraries into the wheels
-for whl in /io/wheelhouse/*.whl; do
-    auditwheel repair "$whl" -w /io/wheelhouse/
-done