diff --git a/.github/workflows/auto-release.yml b/.github/workflows/auto-release.yml
index aa82d63..f8ddf16 100644
--- a/.github/workflows/auto-release.yml
+++ b/.github/workflows/auto-release.yml
@@ -18,7 +18,11 @@ jobs:
         uses: actions/checkout@v2
 
       - name: Install dependencies
-        run: sudo apt-get install -y jq
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y jq
+          python -m pip install --upgrade pip
+          pip install pyinstaller
 
       - name: Get version from pyproject.toml
         id: get_version
@@ -30,6 +34,10 @@ jobs:
         run: |
           zip -r KMeans-KNN.zip .
 
+      - name: Create .exe file
+        run: |
+          pyinstaller --onefile main.py
+
       - name: Create GitHub Release
         id: create_release
         uses: actions/create-release@v1
@@ -53,3 +61,13 @@ jobs:
           asset_path: ./KMeans-KNN.zip
           asset_name: KMeans-KNN.zip
           asset_content_type: application/zip
+
+      - name: Upload Executable
+        uses: actions/upload-release-asset@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          upload_url: ${{ steps.create_release.outputs.upload_url }}
+          asset_path: ./main
+          asset_name: KMeans-KNN_${{ steps.get_version.outputs.version }}.exe
+          asset_content_type: application/octet-stream