diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 192b88394..f9c569969 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -15,7 +15,7 @@ jobs:
       matrix:
         os: [ubuntu-latest, macos-latest, windows-latest]
         python-version: [3.8]
-        arch: [x86_64, arm64]
+        arch: [x86_64, arm64, aarch64]
         include:
           - os: macos-latest
             arch: x86_64
@@ -23,6 +23,8 @@ jobs:
             arch: arm64
           - os: ubuntu-latest
             arch: x86_64
+          - os: ubuntu-latest
+            arch: aarch64
           - os: windows-latest
             arch: x86_64
 
@@ -67,13 +69,21 @@ jobs:
           maturin build --release
         shell: powershell
 
-      - name: Build wheel (Linux)
-        if: matrix.os == 'ubuntu-latest'
+      - name: Build wheel (x86_64 Linux)
+        if: matrix.os == 'ubuntu-latest' && matrix.arch == 'x86_64'
         run: |
           cd python/delta-kernel-python
           maturin build --release
         shell: bash
 
+      - name: Build wheel (aarch64 Linux)
+        if: matrix.os == 'ubuntu-latest' && matrix.arch == 'aarch64'
+        run: |
+          rustup target add aarch64-unknown-linux-gnu	
+          cd python/delta-kernel-python
+          maturin build --release --target aarch64-unknown-linux-gnu
+        shell: bash
+
       - name: Upload wheels
         uses: actions/upload-artifact@v2
         with: