diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..34767ed
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,55 @@
+name: CI
+
+on: [push, pull_request, workflow_dispatch]
+
+jobs:
+  appimage-x86_64:
+    name: AppImage x86_64
+    runs-on: ubuntu-16.04
+    env:
+      ARCH: x86_64
+    steps:
+      - uses: actions/checkout@v2
+      - name: Build AppImage
+        run: bash -ex ci/build-appimage.sh
+      - name: Archive artifacts
+        uses: actions/upload-artifact@v2
+        with:
+          name: AppImage x86_64
+          path: linuxdeploy-plugin-appimage*.AppImage*
+
+  appimage-i386:
+    name: AppImage i386
+    runs-on: ubuntu-16.04
+    env:
+      ARCH: i386
+    steps:
+      - uses: actions/checkout@v2
+      - name: Install dependencies
+        run: apt-get install -y g++-multilib libc6-dev:i386 libstdc++-5-dev:i386 zlib1g:i386 libfuse2:i386
+      - name: Build AppImage
+        run: bash -ex ci/build-appimage.sh
+      - name: Archive artifacts
+        uses: actions/upload-artifact@v2
+        with:
+          name: AppImage i386
+          path: linuxdeploy-plugin-appimage*.AppImage*
+
+  upload:
+    name: Create release and upload artifacts
+    needs:
+      - appimage-x86_64
+      - appimage-i386
+    runs-on: ubuntu-latest
+    steps:
+      - name: Download artifacts
+        uses: actions/download-artifact@v2
+      - name: Inspect directory after downloading artifacts
+        run: ls -alFR
+      - name: Create release and upload artifacts
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+            wget -q https://github.com/TheAssassin/pyuploadtool/releases/download/continuous/pyuploadtool-x86_64.AppImage
+            chmod +x pyuploadtool-x86_64.AppImage
+            ./pyuploadtool-x86_64.AppImage **/linuxdeploy-plugin-appimage*.AppImage*
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index f4ba32c..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,32 +0,0 @@
-language: cpp
-
-services:
-  - docker
-
-matrix:
-  include:
-    - env: ARCH=x86_64
-    - env: ARCH=i386
-      before_install:
-        - sudo apt-get install -y g++-multilib libc6-dev:i386 libstdc++-5-dev:i386 zlib1g:i386
-
-install:
-  - mkdir cmake-prefix
-  - wget -O- https://github.com/Kitware/CMake/releases/download/v3.18.1/cmake-3.18.1-Linux-x86_64.tar.gz | tar xz -Ccmake-prefix/ --strip-components=1
-  - export PATH="$(readlink -f cmake-prefix/bin)":"$PATH"
-  - which cmake
-
-script:
-  - bash -xe travis/build-appimage.sh
-
-after_success:
-  - ls -lh
-  # make sure only pushes to rewrite create a new release, otherwise pretend PR and upload to transfer.sh
-  - if [ "$TRAVIS_BRANCH" != "master" ]; then export TRAVIS_EVENT_TYPE=pull_request; fi
-  - wget -c https://github.com/probonopd/uploadtool/raw/master/upload.sh
-  - bash upload.sh linuxdeploy-plugin-appimage*.AppImage*
-
-branches:
-  except:
-    - # Do not build tags that we create when we upload to GitHub Releases
-    - /^(?i:continuous)$/
diff --git a/travis/build-appimage.sh b/ci/build-appimage.sh
similarity index 100%
rename from travis/build-appimage.sh
rename to ci/build-appimage.sh
diff --git a/travis/entrypoint.sh b/travis/entrypoint.sh
deleted file mode 100755
index e39f2ad..0000000
--- a/travis/entrypoint.sh
+++ /dev/null
@@ -1,9 +0,0 @@
-#! /bin/bash
-
-# get a compiler that allows for using modern-ish C++ (>= 11) on a distro that doesn't normally support it
-# before you ask: yes, the binaries will work on CentOS 6 even without devtoolset (they somehow partially link C++
-# things statically while using others from the system...)
-# so, basically, it's magic!
-source /opt/rh/devtoolset-*/enable
-
-exec "$@"