diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index c8dd2596..b6adf0ed 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -9,6 +9,9 @@ jobs:
 
   Linux:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        image: [manylinux2014_x86_64, manylinux2014_i686, manylinux2014_aarch64]
 
     steps:
     - uses: actions/checkout@v2
@@ -16,9 +19,14 @@ jobs:
       id: tag
       run: |
         echo ::set-output name=tag::${GITHUB_REF#refs/tags/}
+    - name: Set up QEMU
+      if: ${{ matrix.image == 'manylinux2014_aarch64' }}
+      id: qemu
+      uses: docker/setup-qemu-action@v1
     - name: Building release
       run: |
-        make linux_release
+        docker run --rm -v ${{ github.workspace }}:/ws:rw --workdir=/ws \
+          quay.io/pypa/${{ matrix.image }} ./build-wheels.sh
     - name: Upload distributions artifacts
       uses: actions/upload-artifact@v1
       with:
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index f14fe11e..c1d10bf8 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -93,3 +93,38 @@ jobs:
         shell: bash
         run: |
           poetry run pytest -q tests
+
+  Linux-AArch64:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [cp37-cp37m, cp38-cp38, cp39-cp39, cp310-cp310]
+      fail-fast: false
+    env:
+      py: /opt/python/${{ matrix.python-version }}/bin/python
+      img: quay.io/pypa/manylinux2014_aarch64
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up QEMU
+        id: qemu
+        uses: docker/setup-qemu-action@v1
+
+      - name: Setup test environment and run tests
+        run: |
+          docker run --rm -v ${{ github.workspace }}:/ws:rw --workdir=/ws \
+            ${{ env.img }} \
+            bash -exc '\
+            echo -e "\e[1;34m Install poetry \e[0m" && \
+            curl -fsS -o install-poetry.py https://raw.githubusercontent.com/sdispater/poetry/master/install-poetry.py && \
+            ${{ env.py }} install-poetry.py --preview -y && \
+            echo -e "\e[1;34m Update PATH \e[0m" && \
+            export PATH="/root/.local/bin:$PATH" && \
+            echo -e "\e[1;34m Configure poetry \e[0m" && \
+            poetry config virtualenvs.in-project true && \
+            echo -e "\e[1;34m Install dependencies \e[0m" && \
+            poetry install --only default --only test -vvv && \
+            echo -e "\e[1;34m Test Pure Python \e[0m" && \
+            PENDULUM_EXTENSIONS=0 poetry run pytest -q tests && \
+            echo -e "\e[1;34m Test \e[0m" && \
+            poetry run pytest -q tests'
diff --git a/build-wheels.sh b/build-wheels.sh
index 1c8f1cb5..ac6b6df9 100755
--- a/build-wheels.sh
+++ b/build-wheels.sh
@@ -3,11 +3,18 @@ set -e -x
 
 cd $(dirname $0)
 
-export PATH=/opt/python/cp38-cp38/bin/:$PATH
-
-curl -fsS -o get-poetry.py https://raw.githubusercontent.com/sdispater/poetry/master/get-poetry.py
-/opt/python/cp38-cp38/bin/python get-poetry.py --preview -y
-rm get-poetry.py
+curl -fsS -o install-poetry.py https://raw.githubusercontent.com/sdispater/poetry/master/install-poetry.py
+if [ $(uname -m) == 'i686' ]; then
+    yum update
+    curl -fsS -o rust-1.59.0-i686-unknown-linux-gnu.tar.gz https://static.rust-lang.org/dist/rust-1.59.0-i686-unknown-linux-gnu.tar.gz
+    tar -xf rust-1.59.0-i686-unknown-linux-gnu.tar.gz && cd rust-1.59.0-i686-unknown-linux-gnu
+    ./install.sh && cd ../
+    curl -fsS -o openssl-1.1.1k.tar.gz https://ftp.openssl.org/source/openssl-1.1.1k.tar.gz
+    tar -xzf openssl-1.1.1k.tar.gz && cd openssl-1.1.1k
+    ./config --prefix=/usr --openssldir=/etc/ssl --libdir=lib no-shared zlib-dynamic
+    make && make install && cd ../
+fi
+export OLD_PATH=$PATH
 
 for PYBIN in /opt/python/cp3*/bin; do
   if [ "$PYBIN" == "/opt/python/cp34-cp34m/bin" ]; then
@@ -16,8 +23,14 @@ for PYBIN in /opt/python/cp3*/bin; do
   if [ "$PYBIN" == "/opt/python/cp35-cp35m/bin" ]; then
     continue
   fi
+  if [ "$PYBIN" == "/opt/python/cp36-cp36m/bin" ]; then
+    continue
+  fi
   rm -rf build
-  "${PYBIN}/python" $HOME/.poetry/bin/poetry build -vvv
+  export PATH=${PYBIN}:$OLD_PATH
+  POETRY_HOME=${PYBIN} ${PYBIN}/python install-poetry.py --preview -y
+  export PATH=${PYBIN}/bin:$PATH
+  poetry build -vvv
 done
 
 cd dist