diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 5a0aabe..9472d9f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -98,22 +98,26 @@ windows rust docker stable:
     - 'docker'
     - 'windows'
     - '2022'
-  script:
-    - cmd.exe /C "C:\BuildTools\Common7\Tools\VsDevCmd.bat -host_arch=amd64 -arch=amd64 &&
-      powershell ./ci/run_windows.ps1"
 
-    - |
-      if (!$?) {
-        Write-Host "Tests Failed!"
-        Exit 1
-      }
-
-test windows stable:
+windows installer stable:
   needs:
     - job: 'windows rust docker stable'
       artifacts: false
   image: "$WINDOWS_RUST_STABLE_IMAGE"
   extends: '.msvc2019 build'
+  script:
+    - "& ./ci/build_gps.ps1"
+    - cmd.exe /C "C:\BuildTools\Common7\Tools\VsDevCmd.bat -host_arch=amd64 -arch=amd64 &&
+      powershell ./installer/wix/prepare_wix.ps1"
+    - cmd.exe /C "C:\BuildTools\Common7\Tools\VsDevCmd.bat -host_arch=amd64 -arch=amd64 &&
+      powershell ./installer/wix/prepare_gstreamer.ps1"
+    - cmd.exe /C "C:\BuildTools\Common7\Tools\VsDevCmd.bat -host_arch=amd64 -arch=amd64 &&
+      powershell ./installer/wix/build_installer.ps1"
+  artifacts:
+        paths:
+            - installer/wix/*.msi
+        expire_in: 1 days
+
 
 rustfmt-clippy:
   extends:
diff --git a/ci/build_gps.ps1 b/ci/build_gps.ps1
new file mode 100644
index 0000000..2d66f1e
--- /dev/null
+++ b/ci/build_gps.ps1
@@ -0,0 +1,6 @@
+$env:MESON_ARGS = "--prefix=C:\gst-install\"
+cmd.exe /C "C:\BuildTools\Common7\Tools\VsDevCmd.bat -host_arch=amd64 -arch=amd64 && meson _build $env:MESON_ARGS && meson compile -C _build && ninja -C _build install"
+if (!$?) {
+    Write-Host "Failed to build and install GstPipelineStudio"
+    Exit 1
+}
\ No newline at end of file
diff --git a/ci/run_windows.ps1 b/ci/run_windows.ps1
deleted file mode 100644
index 04afde9..0000000
--- a/ci/run_windows.ps1
+++ /dev/null
@@ -1,2 +0,0 @@
-meson buildddir
-ninja -C builddir
\ No newline at end of file
diff --git a/installer/wix/build_installer.ps1 b/installer/wix/build_installer.ps1
new file mode 100644
index 0000000..28e4c3a
--- /dev/null
+++ b/installer/wix/build_installer.ps1
@@ -0,0 +1,62 @@
+$wixFolder = Join-Path $PSScriptRoot -ChildPath 'wix/'
+$candleToolPath = Join-Path $wixFolder -ChildPath candle.exe
+$lightToolPath = Join-Path $wixFolder -ChildPath light.exe
+$heatToolPath = Join-Path $wixFolder -ChildPath heat.exe
+
+try
+{
+    Push-Location $PSScriptRoot
+
+    if(-not (Test-Path $wixFolder))
+    {
+        throw "Folder $wixFolder does not exist. Start DownloadAndExtractWix.ps1 script to create it."
+    }
+    if((-not (Test-Path $candleToolPath)) -or (-not (Test-Path $lightToolPath)))
+    {
+        throw "Tools required to build installer (candle.exe and light.exe) do not exist in wix folder."
+    }
+    # GST and GTK are installed in this folder by prepare_gstreamer.ps1.
+    # GST and GTK are built by the docker image.
+    $gstreamerInstallDir="c:\gst-install-clean"
+    $gstreamerBinInstallDir= Join-Path $gstreamerInstallDir -ChildPath "bin/"
+    $gstreamerPluginInstallDir= Join-Path $gstreamerInstallDir -ChildPath "lib\gstreamer-1.0"
+
+    & "$heatToolPath" dir "$gstreamerBinInstallDir" -gg -sfrag -template:fragment -out gstreamer-1.0.wxs -cg "_gstreamer" -var var.gstreamerBinInstallDir -dr INSTALLFOLDER
+    & "$heatToolPath" dir "$gstreamerPluginInstallDir" -gg -sfrag -template:fragment -out gstreamer-plugins-1.0.wxs -cg "_gstreamer_plugins" -var var.gstreamerPluginInstallDir -dr INSTALLFOLDER
+
+    $files = "gps gstreamer-1.0 gstreamer-plugins-1.0"
+    $wxs_files = @()
+    $obj_files = @()
+    foreach ($f in $files.split(" ")){
+        $wxs_files += "$f.wxs"
+        $obj_files += "$f.wixobj"
+    }
+    Write-Output $wxs_files
+    Write-Output $obj_files
+    # compiling wxs file into wixobj
+    $msiFileName = "GstPipelineStudio.msi"
+    foreach ($f in $wxs_files){
+        & "$candleToolPath" "$f" -dPlatform=x64 -dgstreamerBinInstallDir="$gstreamerBinInstallDir" -dgstreamerPluginInstallDir="$gstreamerPluginInstallDir"
+        if($LASTEXITCODE -ne 0)
+        {
+            throw "Compilation of $wxsFileName failed with exit code $LASTEXITCODE"
+        }
+    }
+    
+    $AllArgs = $obj_files + @('-out', $msiFileName)
+
+    & $lightToolPath $AllArgs
+    if($LASTEXITCODE -ne 0)
+    {
+        throw "Linking of $wixobjFileName failed with exit code $LASTEXITCODE"
+    }
+}
+catch
+{
+    Write-Error $_
+    exit 1
+}
+finally
+{
+    Pop-Location
+}
\ No newline at end of file
diff --git a/installer/wix/gps.bat b/installer/wix/gps.bat
new file mode 100644
index 0000000..3e501bd
--- /dev/null
+++ b/installer/wix/gps.bat
@@ -0,0 +1,8 @@
+@echo off
+set MYDIR=%~dp0
+setlocal
+set PATH=%MYDIR%bin;%PATH%
+echo %PATH%
+set GST_PLUGIN_PATH=%MYDIR%/gstreamer-1.0
+echo %GST_PLUGIN_PATH%
+gst_pipeline_studio.exe
\ No newline at end of file
diff --git a/installer/wix/gps.wxs b/installer/wix/gps.wxs
new file mode 100644
index 0000000..ed4b17e
--- /dev/null
+++ b/installer/wix/gps.wxs
@@ -0,0 +1,62 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<Wix xmlns="http://schemas.microsoft.com/wix/2006/wi">
+  <Product Id="*"
+           Language="1033"
+           Manufacturer="dabrain34"
+           Name="GstPipelineStudio"
+           UpgradeCode="B28B3FA8-9310-4AA7-B0CA-CBCCA5FD00B2"
+           Version="1.0.0.0">
+
+    <Package InstallScope="perMachine" Compressed="yes" />
+
+    <MajorUpgrade DowngradeErrorMessage="A later version of [ProductName] is already installed. Setup will now exit." />
+
+    <MediaTemplate EmbedCab="yes" />
+
+    <Directory Id="TARGETDIR" Name="SourceDir">
+      <Directory Id="ProgramMenuFolder">
+        <Directory Id="GPSAppShortcuts" Name="GStreamer Pipeline Studio" />
+      </Directory>
+      <Directory Id="ProgramFilesFolder">
+        <Directory Id="INSTALLFOLDER" Name="GstPipelineStudio">
+          <Component Id="ProductComponent">
+            <File KeyPath="yes" Source="gps.bat">
+              <Shortcut Id="GPSAppShortcut"
+                 Directory="GPSAppShortcuts"
+                 Name="GPSApp"
+                 WorkingDirectory="INSTALLFOLDER"
+                 Advertise="yes"
+                 Icon="icon.ico"
+                 IconIndex="0"
+                >
+              </Shortcut>
+            </File>
+            <RemoveFolder Id="DeleteTheGPSAppShortcut"
+                   Directory="GPSAppShortcuts"
+                   On="uninstall" />
+          </Component>
+        </Directory>
+      </Directory>
+    </Directory>
+
+    <Icon Id="icon.ico" SourceFile="icon.ico"/>
+    <Property Id="ARPPRODUCTICON" Value="icon.ico" />
+
+    <Component Id="UninstallShortcut" Guid="*" Directory="GPSAppShortcuts">
+      <Shortcut Id="UninstallGPS"
+              Name="Uninstall GPS App"
+              Description="Uninstalls GPS App"
+              Target="[System64Folder]msiexec.exe"
+              Arguments="/x [ProductCode]" />
+      <RegistryValue Root="HKCU" Key="Software\GPS\GPSApp" Name="installed" Type="integer" Value="1" KeyPath="yes" />
+    </Component>
+
+    <Feature Id="GPSFeature">
+      <ComponentRef Id="ProductComponent" />
+      <ComponentGroupRef Id="_gstreamer" />
+      <ComponentGroupRef Id="_gstreamer_plugins" />
+      <ComponentRef Id="UninstallShortcut" />
+    </Feature>
+
+  </Product>
+</Wix>
diff --git a/installer/wix/icon.ico b/installer/wix/icon.ico
new file mode 100644
index 0000000..7ac6524
Binary files /dev/null and b/installer/wix/icon.ico differ
diff --git a/installer/wix/prepare_gstreamer.ps1 b/installer/wix/prepare_gstreamer.ps1
new file mode 100644
index 0000000..54dd11c
--- /dev/null
+++ b/installer/wix/prepare_gstreamer.ps1
@@ -0,0 +1,11 @@
+# install gtk, gstreamer built within the docker image to a clean folder used by wix to generate the package.
+Remove-Item -Recurse -Force c:\gst-install-clean
+New-Item c:\gst-install-clean -ItemType Directory
+New-Item c:\gst-install-clean\bin -ItemType Directory
+
+Copy-Item -Path C:\gst-install\bin\*.dll -Destination c:\gst-install-clean\bin\
+Copy-Item -Path C:\gst-install\bin\*.exe -Destination c:\gst-install-clean\bin\
+
+New-Item c:\gst-install-clean\lib\gstreamer-1.0 -ItemType Directory
+Copy-Item -Path C:\gst-install\lib\gstreamer-1.0\*.dll -Destination c:\gst-install-clean\lib\gstreamer-1.0
+
diff --git a/installer/wix/prepare_wix.ps1 b/installer/wix/prepare_wix.ps1
new file mode 100644
index 0000000..4ddcb48
--- /dev/null
+++ b/installer/wix/prepare_wix.ps1
@@ -0,0 +1,40 @@
+#FIXME: The latest gstreamer windows image contains wix.
+$source = "https://github.com/wixtoolset/wix3/releases/download/wix3112rtm/wix311-binaries.zip"
+$destination = Join-Path $PSScriptRoot -ChildPath 'wix.zip'
+$wixFolder = Join-Path $PSScriptRoot -ChildPath 'wix/'
+
+try
+{
+    Push-Location $PSScriptRoot
+
+    if(Test-Path $destination)
+    {
+        Write-Host "WiX already download at: $destination"
+    }
+    else
+    {
+        Write-Host "Downloading $source ..."
+        Invoke-WebRequest -Uri $source -OutFile $destination
+        Write-Host "Download finished" -ForegroundColor Green
+    }
+    if(Test-Path $wixFolder)
+    {
+        Write-Host "WiX already extracted at: $wixFolder"
+    }
+    else
+    {
+        Write-Host "Extracting $destination ..."
+        Expand-Archive -LiteralPath $destination -DestinationPath $wixFolder
+        Write-Host "Extraction finished" -ForegroundColor Green
+    }
+
+}
+catch
+{
+    Write-Error $_
+    exit 1
+}
+finally
+{
+    Pop-Location
+}
\ No newline at end of file