diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 2af854c43..d688e4e91 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -90,6 +90,50 @@ jobs:
       with:
         name: debs
         path: qdigidoc4*.*
+  fedora:
+    name: Build on Fedora to ${{ matrix.container }}
+    runs-on: ubuntu-latest
+    container: ${{ matrix.container }}
+    strategy:
+      matrix:
+        container: ['fedora:33']
+    env:
+      MAKEFLAGS: -j3
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v1
+      with:
+        submodules: recursive
+    - name: Install Build Deps
+      run: dnf groupinstall -y "Development Tools" "Development Libraries" fedora-packager
+    - name: Install Deps
+      run: |
+        dnf install -y \
+          cmake openssl-devel vim-common qt5-qtsvg-devel qt5-linguist
+    - name: Download artifact
+      uses: dawidd6/action-download-artifact@v2
+      with:
+        workflow: build.yml
+        branch: master
+        name: rpms
+        path: libdigidocpp-pkg
+        repo: 'open-eid/libdigidocpp'
+    - name: Install artifact
+      run: |
+        dnf install -y ./libdigidocpp-pkg/*$(lsb_release -rs)*.rpm
+        rm -rf libdigidocpp-pkg
+    - name: Build
+      run: |
+        mkdir build
+        cd build
+        cmake -DCMAKE_INSTALL_PREFIX=/usr ..
+        make
+        make package
+    - name: Archive artifacts
+      uses: actions/upload-artifact@v2
+      with:
+        name: rpms
+        path: build/qdigidoc4*.rpm
   windows:
     name: Build on Windows
     runs-on: ${{ matrix.image }}
diff --git a/CMakeLists.txt b/CMakeLists.txt
index fe9a71f4a..73cd3d59f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -22,7 +22,15 @@ set_env( MOBILEID_URL "https://dd-mid.ria.ee/mid-api" CACHE STRING "URL for Mobi
 set_env( SMARTID_URL "https://dd-sid.ria.ee/v1" CACHE STRING "URL for Smart-ID" )
 set(CMAKE_INTERPROCEDURAL_OPTIMIZATION YES)
 set(CMAKE_INTERPROCEDURAL_OPTIMIZATION_DEBUG NO)
-
+set(CPACK_PACKAGE_VERSION ${VERSION})
+set(CPACK_GENERATOR "RPM")
+set(CPACK_PACKAGE_NAME "qdigidoc4")
+set(CPACK_PACKAGE_RELEASE 1)
+set(CPACK_PACKAGE_CONTACT "Andrus Randveer")
+set(CPACK_PACKAGE_VENDOR "RIA")
+set(CPACK_PACKAGING_INSTALL_PREFIX "/usr/")
+set(CPACK_PACKAGE_FILE_NAME "${CPACK_PACKAGE_NAME}-${CPACK_PACKAGE_VERSION}-${CPACK_PACKAGE_RELEASE}.${CMAKE_SYSTEM_PROCESSOR}")
+include(CPack)
 if(APPLE)
     add_subdirectory(extensions/DigiDocQL)
 elseif(WIN32)
diff --git a/README.md b/README.md
index e4e666fc8..0204c20d7 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,10 @@
 
    * Install
 
+         # Ubuntu
          sudo apt install cmake qttools5-dev libqt5svg5-dev qttools5-dev-tools libpcsclite-dev libssl-dev libdigidocpp-dev libldap2-dev gettext pkg-config
+         # Fedora
+         sudo dnf install qt5-qttools-devel qt5-qtsvg-devel qt5-linguist pcsc-lite-devel openssl-devel libdigidocpp openldap-devel gettext pkg-config
 
    * Also runtime dependency opensc-pkcs11 and pcscd is needed