diff --git a/.github/workflows/CI-workflow.yml b/.github/workflows/CI-workflow.yml
index 0b29933d73..6396829073 100644
--- a/.github/workflows/CI-workflow.yml
+++ b/.github/workflows/CI-workflow.yml
@@ -78,3 +78,27 @@ jobs:
         with:
           file: ./build/reports/jacoco/test/jacocoTestReport.xml
           flags: plugin
+
+  Build-ml-windows:
+    strategy:
+      matrix:
+        java: [8, 11, 14]
+    name: Build and Test MLCommons Plugin on Windows
+    runs-on: windows-latest
+
+    steps:
+      - name: Setup Java ${{ matrix.java }}
+        uses: actions/setup-java@v1
+        with:
+          java-version: ${{ matrix.java }}
+
+      # ml-commons
+      - name: Checkout MLCommons
+        uses: actions/checkout@v2
+
+      - name: Build and Run Tests
+        run: |
+          ./gradlew.bat build
+      - name: Publish to Maven Local
+        run: |
+          ./gradlew publishToMavenLocal