diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 00000000..34885aae
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,71 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+jobs:
+  tests:
+    runs-on: ubuntu-latest
+
+    strategy:
+      fail-fast: false
+
+      matrix:
+        ruby: [2.3, 2.4, 2.5, 2.6, 2.7, 3.0]
+        gemfile: [rails_4_2, rails_5_0, rails_5_1, rails_5_2, rails_6_0, rails_6_1]
+        exclude:
+
+          # Rails 6.0 requires Ruby 2.5 and above.
+          - gemfile: rails_6_0
+            ruby: 2.3
+          - gemfile: rails_6_0
+            ruby: 2.4
+
+          # Rails 6.1 requires Ruby 2.5 and above.
+          - gemfile: rails_6_1
+            ruby: 2.3
+          - gemfile: rails_6_1
+            ruby: 2.4
+
+          # Rails supports Ruby 3.0 since 6.0 only. So skip all the other Rails versions.
+          - ruby: 3.0
+            gemfile: rails_4_2
+          - ruby: 3.0
+            gemfile: rails_5_0
+          - ruby: 3.0
+            gemfile: rails_5_1
+          - ruby: 3.0
+            gemfile: rails_5_2
+
+    name: ${{ matrix.gemfile }}, Ruby ${{ matrix.ruby }}
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Ruby
+      uses: ruby/setup-ruby@v1
+      with:
+        ruby-version: ${{ matrix.ruby }}
+        bundler-cache: false
+
+    - name: Bundle install
+      run: |
+        bundle config set gemfile "${GITHUB_WORKSPACE}/gemfiles/${{ matrix.gemfile }}.gemfile"
+        bundle install --jobs 4 --retry 3
+
+    - name: Start dynamodb-local
+      run: |
+        docker-compose up -d
+
+    - name: Run RSpec tests
+      run: |
+        bundle exec rspec
+
+    - name: Stop dynamodb-local
+      run: |
+        docker-compose down
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 6fd59360..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,70 +0,0 @@
-sudo: required
-
-language: ruby
-rvm:
-  - ruby-2.3.8
-  - ruby-2.4.6
-  - ruby-2.5.5
-  - ruby-2.6.3
-  - ruby-2.7.0
-  - ruby-3.0.0
-  - jruby-9.2.14.0
-gemfile:
-  - gemfiles/rails_4_2.gemfile
-  - gemfiles/rails_5_0.gemfile
-  - gemfiles/rails_5_1.gemfile
-  - gemfiles/rails_5_2.gemfile
-  - gemfiles/rails_6_0.gemfile
-  - gemfiles/rails_6_1.gemfile
-
-# https://docs.travis-ci.com/user/build-matrix
-matrix:
-  exclude:
-
-    # Rails 6.0 requires Ruby 2.5 and above
-    - rvm: ruby-2.3.8
-      gemfile: gemfiles/rails_6_0.gemfile
-    - rvm: ruby-2.4.6
-      gemfile: gemfiles/rails_6_0.gemfile
-
-    # Rails 6.1 requires Ruby 2.5 and above
-    - rvm: ruby-2.3.8
-      gemfile: gemfiles/rails_6_1.gemfile
-    - rvm: ruby-2.4.6
-      gemfile: gemfiles/rails_6_1.gemfile
-
-    # Rails supports Ruby 3 since 6.0 only so skip all the other versions
-    - rvm: ruby-3.0.0
-      gemfile: gemfiles/rails_4_2.gemfile
-    - rvm: ruby-3.0.0
-      gemfile: gemfiles/rails_5_0.gemfile
-    - rvm: ruby-3.0.0
-      gemfile: gemfiles/rails_5_1.gemfile
-    - rvm: ruby-3.0.0
-      gemfile: gemfiles/rails_5_2.gemfile
-
-
-### BUILD LIFECYCLE STEPS ###
-
-before_install:
-  # Debugging: Print out the current docker-compose version.
-  - docker-compose --version
-
-  # If one of your containers does not build for
-  # whatever reason it's best to report that now before your tests start
-  # otherwise it can be really tricky to debug why tests are failing sometimes.
-  - docker ps
-
-after_install:
-  - gem install bundler -v 1.16.2
-  - bundle install
-
-before_script:
-  # Start Docker Compose as a daemon
-  - docker-compose up -d
-
-script:
-  - bundle exec rake spec
-
-after_script:
-  - docker-compose down
diff --git a/README.md b/README.md
index 0dc35cf5..677f31c1 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Dynamoid
 
-[![Build Status](https://travis-ci.org/Dynamoid/dynamoid.svg?branch=master)](https://travis-ci.org/Dynamoid/dynamoid)
+[![Build Status](https://github.com/Dynamoid/dynamoid/actions/workflows/ci.yml/badge.svg?branch=master)](https://github.com/Dynamoid/dynamoid/actions/workflows/ci.yml/badge.svg?branch=master)
 [![Code Climate](https://codeclimate.com/github/Dynamoid/dynamoid.svg)](https://codeclimate.com/github/Dynamoid/dynamoid)
 [![Coverage Status](https://coveralls.io/repos/github/Dynamoid/dynamoid/badge.svg?branch=master)](https://coveralls.io/github/Dynamoid/dynamoid?branch=master)
 [![CodeTriage Helpers](https://www.codetriage.com/dynamoid/dynamoid/badges/users.svg)](https://www.codetriage.com/dynamoid/dynamoid)