diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 6eca798db7..eb61be9894 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -66,19 +66,17 @@ jobs:
       run_script: "ci/build_docs.sh"
   wheel-build-pylibraft:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       sha: ${{ inputs.sha }}
       date: ${{ inputs.date }}
-      package-name: pylibraft
-      package-dir: python/pylibraft
-      skbuild-configure-options: "-DRAFT_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF -DFIND_RAFT_CPP=OFF"
+      script: ci/build_wheel_pylibraft.sh
   wheel-publish-pylibraft:
     needs: wheel-build-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-publish.yaml@branch-23.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -88,19 +86,17 @@ jobs:
   wheel-build-raft-dask:
     needs: wheel-publish-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
       sha: ${{ inputs.sha }}
       date: ${{ inputs.date }}
-      package-name: raft_dask
-      package-dir: python/raft-dask
-      skbuild-configure-options: "-DRAFT_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF -DFIND_RAFT_CPP=OFF"
+      script: ci/build_wheel_raft_dask.sh
   wheel-publish-raft-dask:
     needs: wheel-build-raft-dask
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-publish.yaml@branch-23.08
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index fa18b63137..e7f3a1caff 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -67,40 +67,28 @@ jobs:
   wheel-build-pylibraft:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.08
     with:
       build_type: pull-request
-      package-name: pylibraft
-      package-dir: python/pylibraft
-      skbuild-configure-options: "-DRAFT_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF -DFIND_RAFT_CPP=OFF"
+      script: ci/build_wheel_pylibraft.sh
   wheel-tests-pylibraft:
     needs: wheel-build-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.08
     with:
       build_type: pull-request
-      package-name: pylibraft
-      test-unittest: "python -m pytest ./python/pylibraft/pylibraft/test"
-      test-smoketest: "python ./ci/wheel_smoke_test_pylibraft.py"
+      script: ci/test_wheel_pylibraft.sh
   wheel-build-raft-dask:
     needs: wheel-tests-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-build.yaml@branch-23.08
     with:
       build_type: pull-request
-      package-name: raft_dask
-      package-dir: python/raft-dask
-      before-wheel: "RAPIDS_PY_WHEEL_NAME=pylibraft_${{ '${PIP_CU_VERSION}' }} rapids-download-wheels-from-s3 ./local-pylibraft && python -m pip install --no-deps ./local-pylibraft/pylibraft*.whl"
-      skbuild-configure-options: "-DRAFT_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF -DFIND_RAFT_CPP=OFF"
+      script: "ci/build_wheel_raft_dask.sh"
   wheel-tests-raft-dask:
     needs: wheel-build-raft-dask
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.08
     with:
       build_type: pull-request
-      package-name: raft_dask
-      # Always want to test against latest dask/distributed.
-      test-before-amd64: "RAPIDS_PY_WHEEL_NAME=pylibraft_${{ '${PIP_CU_VERSION}' }} rapids-download-wheels-from-s3 ./local-pylibraft-dep && pip install --no-deps ./local-pylibraft-dep/pylibraft*.whl && pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.08"
-      test-before-arm64: "RAPIDS_PY_WHEEL_NAME=pylibraft_${{ '${PIP_CU_VERSION}' }} rapids-download-wheels-from-s3 ./local-pylibraft-dep && pip install --no-deps ./local-pylibraft-dep/pylibraft*.whl && pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.08"
-      test-unittest: "python -m pytest ./python/raft-dask/raft_dask/test"
-      test-smoketest: "python ./ci/wheel_smoke_test_raft_dask.py"
+      script: ci/test_wheel_raft_dask.sh
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 251609850b..b752576b75 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -32,23 +32,19 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-tests-pylibraft:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.08
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      package-name: pylibraft
-      test-unittest: "python -m pytest -v ./python/pylibraft/pylibraft/test"
+      script: ci/test_wheel_pylibraft.sh
   wheel-tests-raft-dask:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@branch-23.08
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-test.yaml@branch-23.08
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      package-name: raft_dask
-      test-before-amd64: "pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.08"
-      test-before-arm64: "pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.08"
-      test-unittest: "python -m pytest -v ./python/raft-dask/raft_dask/test"
+      script: ci/test_wheel_raft_dask.sh
diff --git a/ci/build_wheel.sh b/ci/build_wheel.sh
new file mode 100755
index 0000000000..a9f7f64294
--- /dev/null
+++ b/ci/build_wheel.sh
@@ -0,0 +1,30 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+package_name=$1
+package_dir=$2
+
+source rapids-configure-sccache
+source rapids-date-string
+
+# Use gha-tools rapids-pip-wheel-version to generate wheel version then
+# update the necessary files
+version_override="$(rapids-pip-wheel-version ${RAPIDS_DATE_STRING})"
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+
+ci/release/apply_wheel_modifications.sh ${version_override} "-${RAPIDS_PY_CUDA_SUFFIX}"
+echo "The package name and/or version was modified in the package source. The git diff is:"
+git diff
+
+cd "${package_dir}"
+
+# Hardcode the output dir
+python -m pip wheel . -w dist -vvv --no-deps --disable-pip-version-check
+
+mkdir -p final_dist
+python -m auditwheel repair -w final_dist dist/*
+
+RAPIDS_PY_WHEEL_NAME="${package_name}_${RAPIDS_PY_CUDA_SUFFIX}" rapids-upload-wheels-to-s3 final_dist
diff --git a/ci/build_wheel_pylibraft.sh b/ci/build_wheel_pylibraft.sh
new file mode 100755
index 0000000000..f17f038675
--- /dev/null
+++ b/ci/build_wheel_pylibraft.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+# Set up skbuild options. Enable sccache in skbuild config options
+export SKBUILD_CONFIGURE_OPTIONS="-DRAFT_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF -DFIND_RAFT_CPP=OFF"
+
+ci/build_wheel.sh pylibraft python/pylibraft
diff --git a/ci/build_wheel_raft_dask.sh b/ci/build_wheel_raft_dask.sh
new file mode 100755
index 0000000000..f0204d45c0
--- /dev/null
+++ b/ci/build_wheel_raft_dask.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+# Set up skbuild options. Enable sccache in skbuild config options
+export SKBUILD_CONFIGURE_OPTIONS="-DRAFT_BUILD_WHEELS=ON -DDETECT_CONDA_ENV=OFF -DFIND_RAFT_CPP=OFF"
+
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+
+RAPIDS_PY_WHEEL_NAME=pylibraft_${RAPIDS_PY_CUDA_SUFFIX} rapids-download-wheels-from-s3 ./local-pylibraft
+python -m pip install --no-deps ./local-pylibraft/pylibraft*.whl
+
+ci/build_wheel.sh raft_dask python/raft-dask
diff --git a/ci/test_wheel_pylibraft.sh b/ci/test_wheel_pylibraft.sh
new file mode 100755
index 0000000000..d990a0e6c2
--- /dev/null
+++ b/ci/test_wheel_pylibraft.sh
@@ -0,0 +1,18 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+mkdir -p ./dist
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+RAPIDS_PY_WHEEL_NAME="pylibraft_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./dist
+
+# echo to expand wildcard before adding `[extra]` requires for pip
+python -m pip install $(echo ./dist/pylibraft*.whl)[test]
+
+# Run smoke tests for aarch64 pull requests
+if [[ "$(arch)" == "aarch64" && "${RAPIDS_BUILD_TYPE}" == "pull-request" ]]; then
+    python ./ci/wheel_smoke_test_pylibraft.py
+else
+    python -m pytest ./python/pylibraft/pylibraft/test
+fi
diff --git a/ci/test_wheel_raft_dask.sh b/ci/test_wheel_raft_dask.sh
new file mode 100755
index 0000000000..c5ad28aac9
--- /dev/null
+++ b/ci/test_wheel_raft_dask.sh
@@ -0,0 +1,25 @@
+#!/bin/bash
+# Copyright (c) 2023, NVIDIA CORPORATION.
+
+set -euo pipefail
+
+mkdir -p ./dist
+RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
+RAPIDS_PY_WHEEL_NAME="raft_dask_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./dist
+
+# Download the pylibraft built in the previous step
+RAPIDS_PY_WHEEL_NAME="pylibraft_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 ./local-pylibraft-dep
+python -m pip install --no-deps ./local-pylibraft-dep/pylibraft*.whl
+
+# Always install latest dask for testing
+python -m pip install git+https://github.com/dask/dask.git@main git+https://github.com/dask/distributed.git@main git+https://github.com/rapidsai/dask-cuda.git@branch-23.08
+
+# echo to expand wildcard before adding `[extra]` requires for pip
+python -m pip install $(echo ./dist/raft_dask*.whl)[test]
+
+# Run smoke tests for aarch64 pull requests
+if [[ "$(arch)" == "aarch64" && "${RAPIDS_BUILD_TYPE}" == "pull-request" ]]; then
+    python ./ci/wheel_smoke_test_raft_dask.py
+else
+    python -m pytest ./python/raft-dask/raft_dask/test
+fi