diff --git a/Azaion.Suite/Azaion.Suite.csproj b/Azaion.Suite/Azaion.Suite.csproj
index d3e1689..cde203f 100644
--- a/Azaion.Suite/Azaion.Suite.csproj
+++ b/Azaion.Suite/Azaion.Suite.csproj
@@ -64,7 +64,7 @@
         <MakeDir Directories="$(TargetDir)dummy" />
         <Move SourceFiles="$(TargetDir)Azaion.Annotator.dll" DestinationFolder="$(TargetDir)dummy" />
         <Move SourceFiles="$(TargetDir)Azaion.Dataset.dll" DestinationFolder="$(TargetDir)dummy" />
-        <Exec Command="upload.cmd $(ConfigurationName) stage" />
+        <Exec Command="postbuild.cmd $(ConfigurationName) stage" />
     </Target>
 
 </Project>
diff --git a/Azaion.Suite/upload.cmd b/Azaion.Suite/postbuild.cmd
similarity index 100%
rename from Azaion.Suite/upload.cmd
rename to Azaion.Suite/postbuild.cmd
diff --git a/build/publish.cmd b/build/publish.cmd
index 0da19f2..c53bd8c 100644
--- a/build/publish.cmd
+++ b/build/publish.cmd
@@ -5,7 +5,7 @@ echo Build .net app
 dotnet build -c Release
 
 cd Azaion.Suite
-call upload Release
+call postbuild.cmd Release
 echo %cd%
 call upload-file %cd%\config.secured.json
 call upload-file %cd%\config.system.json
@@ -23,9 +23,16 @@ move dist\Azaion.Dataset.dll dist\dummy\
 
 echo Build Cython app
 cd Azaion.Inference
+echo remove dist folder:
 rmdir dist /s /q
 
-.\venv\Scripts\pyinstaller --name=azaion-inference ^
+echo install python and dependencies
+python -m venv venv
+venv\Scripts\pip install -r requirements.txt
+venv\Scripts\python setup.py build_ext --inplace
+
+echo install azaion-inference
+venv\Scripts\pyinstaller --name=azaion-inference ^
 --collect-all jwt ^
 --collect-all requests ^
 --collect-all psutil ^
@@ -83,7 +90,7 @@ del dist\cudnn_adv64_9.dll
 set DESTINATION=dist\gps-denied\
 
 rd /S /Q %DESTINATION%
-mkdir -p %DESTINATION%
+mkdir %DESTINATION%
 copy ..\gps-denied\image-matcher\build\Desktop_Qt_6_9_0_MSVC2022_64bit-Release\release\image-matcher.exe %DESTINATION%
 
 copy ..\gps-denied\.libs\libzmq\build\dist\bin\libzmq-v143-mt-4_3_6.dll %DESTINATION%