diff --git a/.github/workflows/python-core-wheels.yml b/.github/workflows/python-core-wheels.yml
index 10db4c1ac..7990158b1 100644
--- a/.github/workflows/python-core-wheels.yml
+++ b/.github/workflows/python-core-wheels.yml
@@ -2,202 +2,242 @@ name: Python (Core) Wheels
 
 on:
   push:
-    tags:
-      - "python-core-v*"
+    # tags:
+    #   - "python-core-v*"
 
 jobs:
-  build-wheel-manylinux2014:
-    name: "Build manylinux2014 wheels"
+  linux:
     runs-on: ubuntu-latest
-    container: quay.io/pypa/manylinux2014_x86_64
     defaults:
       run:
-        working-directory: python/geoarrow-rust
-
-    # NOTE: We abstain from most reusable github actions given that this is running in a docker
-    # image
-    steps:
-      - uses: actions/checkout@v3
-        with:
-          submodules: "recursive"
-
-      - name: Install latest stable rust
-        run: |
-          curl --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- --profile minimal --default-toolchain stable -y
-
-      - name: Install dependencies
-        run: |
-          export PATH="/opt/python/cp38-cp38/bin/:$PATH"
-          pip install -U pip
-          pip install maturin
-          yum update
-
-      - name: Build Python wheel
-        shell: bash
-        run: |
-          source $HOME/.cargo/env
-          export PATH="/opt/python/cp38-cp38/bin/:$PATH"
-          maturin build --release --strip --interpreter /opt/python/cp38-cp38/bin/python --manylinux 2014 -o wheels
-
-      - name: List wheels
-        run: find ./wheels
-
-      # Have to set path from root
-      # https://github.com/actions/upload-artifact/issues/232#issuecomment-964235360
-      - uses: actions/upload-artifact@v2
-        with:
-          path: python/geoarrow-rust/wheels/*.whl
-
-  build-wheels-mac:
-    runs-on: macos-latest
-    defaults:
-      run:
-        working-directory: python/geoarrow-rust
-
-    steps:
-      - uses: actions/checkout@v3
-        with:
-          submodules: "recursive"
-
-      - name: Install Rust
-        uses: dtolnay/rust-toolchain@stable
-
-      - name: Set up Rust targets
-        run: rustup target add aarch64-apple-darwin
-
-      - uses: Swatinem/rust-cache@v2
-
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: "3.8"
-
-      - name: Install Python dependencies
-        run: |
-          python -V
-          pip install maturin
-
-      # Build wheels for both x86 and aarch
-      - name: Build
-        run: |
-          maturin build --release --strip -o wheels
-          maturin build --release --target aarch64-apple-darwin --strip -o wheels
-
-      - name: List wheels
-        run: find ./wheels
-
-      # Have to set path from root
-      # https://github.com/actions/upload-artifact/issues/232#issuecomment-964235360
-      - uses: actions/upload-artifact@v2
-        with:
-          path: python/geoarrow-rust/wheels/*.whl
-
-  build-wheel-windows:
-    runs-on: windows-latest
-    defaults:
-      run:
-        working-directory: python/geoarrow-rust
-
+        working-directory: python/core
     strategy:
-      fail-fast: false
       matrix:
-        include:
-          - os: "windows-2019"
-            arch: "auto64"
-            triplet: "x64-windows"
-            vcpkg_cache: "c:\\vcpkg\\installed"
-            vcpkg_logs: "c:\\vcpkg\\buildtrees\\**\\*.log"
-
+        target: [x86_64, i686]
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v4
         with:
-          submodules: "recursive"
+          python-version: 3.8
+          architecture: x64
 
-      - name: Install Rust
-        uses: dtolnay/rust-toolchain@stable
-
-      - uses: Swatinem/rust-cache@v2
-
-      - name: Setup Conda
-        uses: conda-incubator/setup-miniconda@v2
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
         with:
-          python-version: "3.8"
-          miniforge-version: latest
-          miniforge-variant: Mambaforge
-          use-mamba: true
-
-      - name: Install Python dependencies
-        shell: bash
-        run: |
-          python -V
-          python -m pip install maturin
-          python -m pip install delvewheel
+          target: ${{ matrix.target }}
+          manylinux: auto
+          args: --release --out dist -m python/Cargo.toml
+          working-directory: python/core
 
-      - name: Build
-        shell: bash
+      - name: Install built wheel
+        if: matrix.target == 'x86_64'
         run: |
-          maturin build --release --strip -o wheels
-
-      - name: List wheels
-        shell: bash
-        run: find ./wheels
+          pip install geoarrow-rust-core --no-index --find-links dist --force-reinstall
+          python -c "import geoarrow.rust.core"
 
       # Have to set path from root
       # https://github.com/actions/upload-artifact/issues/232#issuecomment-964235360
-      - uses: actions/upload-artifact@v2
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
         with:
-          path: python/geoarrow-rust/wheels/*.whl
+          name: wheels
+          path: python/core/dist/*.whl
 
-  build_sdist:
-    name: Build source distribution
+  linux-cross:
     runs-on: ubuntu-latest
     defaults:
       run:
-        working-directory: python/geoarrow-rust
-
+        working-directory: python/core
+    strategy:
+      matrix:
+        target: [aarch64, armv7, s390x, ppc64le, ppc64]
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v4
         with:
-          submodules: "recursive"
+          python-version: 3.8
 
-      - uses: actions/setup-python@v2
-        name: Install Python
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
         with:
-          python-version: "3.8"
-
-      - name: Install Rust
-        uses: dtolnay/rust-toolchain@stable
-
-      - name: Build sdist
-        run: |
-          pip install -U build
-          python -m build --sdist
+          target: ${{ matrix.target }}
+          manylinux: auto
+          args: --release --out dist -m python/Cargo.toml
+          working-directory: python/core
+
+      - uses: uraimo/run-on-arch-action@v2.5.1
+        if: matrix.target != 'ppc64'
+        name: Install built wheel
+        with:
+          arch: ${{ matrix.target }}
+          distro: ubuntu20.04
+          githubToken: ${{ github.token }}
+          install: |
+            apt-get update
+            apt-get install -y --no-install-recommends python3 python3-pip
+            pip3 install -U pip
+          run: |
+            pip install geoarrow-rust-core --no-index --find-links dist --force-reinstall
+            python -c "import geoarrow.rust.core"
 
       # Have to set path from root
       # https://github.com/actions/upload-artifact/issues/232#issuecomment-964235360
-      - uses: actions/upload-artifact@v2
-        with:
-          path: python/geoarrow-rust/dist/*.tar.gz
-
-  upload_pypi:
-    needs:
-      [
-        build-wheel-manylinux2014,
-        build-wheels-mac,
-        build-wheel-windows,
-        build_sdist,
-      ]
-    runs-on: ubuntu-latest
-    # Make sure we only run this on new tags/release
-    if: startsWith(github.event.ref, 'refs/tags') || github.event_name == 'release'
-    steps:
-      - uses: actions/download-artifact@v2
-        with:
-          name: artifact
-          path: dist
-
-      - uses: pypa/gh-action-pypi-publish@release/v1
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
         with:
-          user: __token__
-          password: ${{ secrets.PYPI_PASSWORD }}
-          # To test: repository_url: https://test.pypi.org/legacy/
+          name: wheels
+          path: python/core/dist/*.whl
+
+  # build-wheels-mac:
+  #   runs-on: macos-latest
+  #   defaults:
+  #     run:
+  #       working-directory: python/core
+
+  #   steps:
+  #     - uses: actions/checkout@v3
+  #       with:
+  #         submodules: "recursive"
+
+  #     - name: Install Rust
+  #       uses: dtolnay/rust-toolchain@stable
+
+  #     - name: Set up Rust targets
+  #       run: rustup target add aarch64-apple-darwin
+
+  #     - uses: Swatinem/rust-cache@v2
+
+  #     - name: Set up Python
+  #       uses: actions/setup-python@v4
+  #       with:
+  #         python-version: "3.8"
+
+  #     - name: Install Python dependencies
+  #       run: |
+  #         python -V
+  #         pip install maturin
+
+  #     # Build wheels for both x86 and aarch
+  #     - name: Build
+  #       run: |
+  #         maturin build --release --strip -o wheels
+  #         maturin build --release --target aarch64-apple-darwin --strip -o wheels
+
+  #     - name: List wheels
+  #       run: find ./wheels
+
+  #     # Have to set path from root
+  #     # https://github.com/actions/upload-artifact/issues/232#issuecomment-964235360
+  #     - uses: actions/upload-artifact@v2
+  #       with:
+  #         path: python/core/wheels/*.whl
+
+  # build-wheel-windows:
+  #   runs-on: windows-latest
+  #   defaults:
+  #     run:
+  #       working-directory: python/core
+
+  #   strategy:
+  #     fail-fast: false
+  #     matrix:
+  #       include:
+  #         - os: "windows-2019"
+  #           arch: "auto64"
+  #           triplet: "x64-windows"
+  #           vcpkg_cache: "c:\\vcpkg\\installed"
+  #           vcpkg_logs: "c:\\vcpkg\\buildtrees\\**\\*.log"
+
+  #   steps:
+  #     - uses: actions/checkout@v3
+  #       with:
+  #         submodules: "recursive"
+
+  #     - name: Install Rust
+  #       uses: dtolnay/rust-toolchain@stable
+
+  #     - uses: Swatinem/rust-cache@v2
+
+  #     - name: Setup Conda
+  #       uses: conda-incubator/setup-miniconda@v2
+  #       with:
+  #         python-version: "3.8"
+  #         miniforge-version: latest
+  #         miniforge-variant: Mambaforge
+  #         use-mamba: true
+
+  #     - name: Install Python dependencies
+  #       shell: bash
+  #       run: |
+  #         python -V
+  #         python -m pip install maturin
+  #         python -m pip install delvewheel
+
+  #     - name: Build
+  #       shell: bash
+  #       run: |
+  #         maturin build --release --strip -o wheels
+
+  #     - name: List wheels
+  #       shell: bash
+  #       run: find ./wheels
+
+  #     # Have to set path from root
+  #     # https://github.com/actions/upload-artifact/issues/232#issuecomment-964235360
+  #     - uses: actions/upload-artifact@v2
+  #       with:
+  #         path: python/core/wheels/*.whl
+
+  # build_sdist:
+  #   name: Build source distribution
+  #   runs-on: ubuntu-latest
+  #   defaults:
+  #     run:
+  #       working-directory: python/core
+
+  #   steps:
+  #     - uses: actions/checkout@v3
+  #       with:
+  #         submodules: "recursive"
+
+  #     - uses: actions/setup-python@v2
+  #       name: Install Python
+  #       with:
+  #         python-version: "3.8"
+
+  #     - name: Install Rust
+  #       uses: dtolnay/rust-toolchain@stable
+
+  #     - name: Build sdist
+  #       run: |
+  #         pip install -U build
+  #         python -m build --sdist
+
+  #     # Have to set path from root
+  #     # https://github.com/actions/upload-artifact/issues/232#issuecomment-964235360
+  #     - uses: actions/upload-artifact@v2
+  #       with:
+  #         path: python/core/dist/*.tar.gz
+
+  # upload_pypi:
+  #   needs:
+  #     [
+  #       build-wheel-manylinux2014,
+  #       build-wheels-mac,
+  #       build-wheel-windows,
+  #       build_sdist,
+  #     ]
+  #   runs-on: ubuntu-latest
+  #   # Make sure we only run this on new tags/release
+  #   if: startsWith(github.event.ref, 'refs/tags') || github.event_name == 'release'
+  #   steps:
+  #     - uses: actions/download-artifact@v2
+  #       with:
+  #         name: artifact
+  #         path: dist
+
+  #     - uses: pypa/gh-action-pypi-publish@release/v1
+  #       with:
+  #         user: __token__
+  #         password: ${{ secrets.PYPI_PASSWORD }}
+  #         # To test: repository_url: https://test.pypi.org/legacy/
diff --git a/python/core/Cargo.lock b/python/core/Cargo.lock
index efd535b4d..7e1381550 100644
--- a/python/core/Cargo.lock
+++ b/python/core/Cargo.lock
@@ -468,7 +468,7 @@ dependencies = [
 
 [[package]]
 name = "geoarrow-rust"
-version = "0.1.0"
+version = "0.1.0-beta.1"
 dependencies = [
  "arrow",
  "arrow-array",
diff --git a/python/core/Cargo.toml b/python/core/Cargo.toml
index b579a23d7..bded6dcc2 100644
--- a/python/core/Cargo.toml
+++ b/python/core/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "geoarrow-rust"
-version = "0.1.0"
+version = "0.1.0-beta.1"
 authors = ["Kyle Barron <kylebarron2@gmail.com>"]
 edition = "2021"
 description = "Efficient, vectorized geospatial operations in Python."