diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..254bbeb
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,47 @@
+name: CI
+
+on:
+  pull_request:
+  push:
+    branches:
+      - master
+
+jobs:
+  test:
+    runs-on: ubuntu-16.04
+    env:
+      MIX_ENV: test
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - pair:
+              elixir: 1.3.4
+              otp: 19.3.6.13
+          - pair:
+              elixir: 1.11.3
+              otp: 23.2.5
+            lint: lint
+    steps:
+      - uses: actions/checkout@v2
+
+      - uses: erlef/setup-elixir@v1
+        with:
+          otp-version: ${{matrix.pair.otp}}
+          elixir-version: ${{matrix.pair.elixir}}
+
+      - name: Install Dependencies
+        run: mix deps.get --only test
+
+      - run: mix format --check-formatted
+        if: ${{ matrix.lint }}
+
+      - run: mix deps.get && mix deps.unlock --check-unused
+        if: ${{ matrix.lint }}
+
+      - run: mix deps.compile
+
+      - run: mix compile --warnings-as-errors
+        if: ${{ matrix.lint }}
+
+      - run: mix test
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 0c91cac..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,14 +0,0 @@
-language: elixir
-
-sudo: false
-
-matrix:
-  include:
-    - otp_release: 18.3
-      elixir: 1.3.4
-    - otp_release: 20.1
-      elixir: 1.6.1
-
-script:
-  - if [[ `elixir -v` = *"1.6"* ]]; then mix format --check-formatted; fi
-  - mix test
diff --git a/README.md b/README.md
index 338d2f3..db962e4 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # A Make compiler for Mix
 
-[![Build Status](https://travis-ci.org/elixir-lang/elixir_make.svg?branch=master)](https://travis-ci.org/elixir-lang/elixir_make)
+[![Build Status](https://github.com/elixir-lang/elixir_make/workflows/CI/badge.svg)](https://github.com/elixir-lang/elixir_make/actions)
 
 This project provides a Mix compiler that makes it straight-forward to use makefiles in your Mix projects.