diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 00000000..88a37a59
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,76 @@
+name: Build
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+  workflow_dispatch:
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.9", "3.10", "3.11"]
+
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v4
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Upgrade pip
+      run: |
+        python -m pip install --upgrade pip
+
+    - name: Build the manylinux2010 image
+      run: docker compose build manylinux2010
+
+    - name: Build the package for Python ${{ matrix.python-version }}
+      run: |
+        version="${{ matrix.python-version }}"
+        docker compose run -e PYTHON_VERSION=$(echo "$version" | sed 's/\.//') manylinux2010
+
+    - name: Upload wheel artifact for Python ${{ matrix.python-version }}
+      uses: actions/upload-artifact@v3
+      with:
+        name: data-validation-wheel-py${{ matrix.python-version }}
+        path: dist/*.whl
+
+    - name: Install built wheel
+      run: |
+        pip install twine
+        twine check dist/*
+        pip install dist/*.whl
+
+  upload_to_pypi:
+    name: Upload to PyPI
+    runs-on: ubuntu-latest
+    if: (github.event_name == 'release' && startsWith(github.ref, 'refs/tags')) || (github.event_name == 'workflow_dispatch')
+    needs: [build]
+    environment:
+      name: pypi
+      url: https://pypi.org/p/tensorflow-data-validation/
+    permissions:
+      id-token: write
+    steps:
+      - name: Retrieve wheels
+        uses: actions/download-artifact@v4.1.8
+        with:
+          merge-multiple: true
+          path: wheels
+
+      - name: List the build artifacts
+        run: |
+          ls -lAs wheels/
+
+      - name: Upload to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1.9
+        with:
+          packages_dir: wheels/
diff --git a/README.md b/README.md
index 2aead086..3c913abd 100644
--- a/README.md
+++ b/README.md
@@ -66,9 +66,9 @@ tested at Google.
 
 ### 1. Install Docker
 
-Please first install `docker` and `docker-compose` by following the directions:
+Please first install `docker` and `docker compose` by following the directions:
 [docker](https://docs.docker.com/install/);
-[docker-compose](https://docs.docker.com/compose/install/).
+[docker compose](https://docs.docker.com/compose/install/).
 
 ### 2. Clone the TFDV repository
 
@@ -86,8 +86,8 @@ branch), pass `-b <branchname>` to the `git clone` command.
 Then, run the following at the project root:
 
 ```bash
-sudo docker-compose build manylinux2010
-sudo docker-compose run -e PYTHON_VERSION=${PYTHON_VERSION} manylinux2010
+sudo docker compose build manylinux2010
+sudo docker compose run -e PYTHON_VERSION=${PYTHON_VERSION} manylinux2010
 ```
 where `PYTHON_VERSION` is one of `{39, 310, 311}`.