diff --git a/.github/workflows/dist.yml b/.github/workflows/dist.yml
new file mode 100644
index 00000000..5377be92
--- /dev/null
+++ b/.github/workflows/dist.yml
@@ -0,0 +1,26 @@
+name: Publish to PyPI
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  build-n-publish:
+    name: Build and Publish Package
+    runs-on: ubuntu-18.04
+    steps:
+      - uses: actions/checkout@master
+      - name: Set up Python 3.8
+        uses: actions/setup-python@master
+        with:
+          python-version: 3.8
+      - name: Upgrade setuptools and wheel
+        run: python -m pip install --user --upgrade setuptools wheel
+      - name: Build a binary wheel and a source tarball
+        run: python setup.py sdist bdist_wheel
+      - name: Publish package to PyPI
+        uses: pypa/gh-action-pypi-publish@master
+        with:
+          password: ${{ secrets.pypi_password }}
+          # The PyPI API token (password) was generated as per https://pypi.org/help/#apitoken
+          # The token is stored in this GH repo under `Settings > Secrets > pypi_password`
diff --git a/release-requirements.txt b/release-requirements.txt
deleted file mode 100644
index c9133d67..00000000
--- a/release-requirements.txt
+++ /dev/null
@@ -1 +0,0 @@
-twine
\ No newline at end of file
diff --git a/release.sh b/release.sh
index 1b7388c0..beedfc9d 100644
--- a/release.sh
+++ b/release.sh
@@ -21,8 +21,8 @@ git tag $TAG_NAME
 git push
 git push origin $TAG_NAME
 
-# Install release requirements for pypi push
-pip3 install twine
-
-# Push to pypi
-rm -rf dist; python3 setup.py sdist bdist_wheel; python3 -m twine upload dist/*
+# The `.github/workflows/dist.yml` Workflow is triggered automatically
+# when the repo is tagged by running this Shell script
+# or manually creating a relase in GH.
+# In either case, the Workflow will build the Python package
+# in GH's CI infrastructure and publish it to PyPI.