diff --git a/.gitignore b/.gitignore
index 6e557f12a1828f7045b0b475db32f4092c89106c..796e3e78d2ff89e091be9ff2a072b214cc5ed20a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -54,3 +54,4 @@ brevitas_cnv_lfc/
 cnpy/
 finn-hlslib/
 pyverilator/
+PYNQ-HelloWorld/
diff --git a/Dockerfile b/Dockerfile
index 145424bbca9034ebbe798f7dd7fb6dfe2f9f5878..00050b9f96374c399f5bc633d44024b065f9c865 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -23,6 +23,7 @@ ENV PYTHONPATH "${PYTHONPATH}:/workspace/finn/src"
 ENV PYTHONPATH "${PYTHONPATH}:/workspace/brevitas_cnv_lfc/training_scripts"
 ENV PYTHONPATH "${PYTHONPATH}:/workspace/brevitas"
 ENV PYTHONPATH "${PYTHONPATH}:/workspace/pyverilator"
+ENV PYNQSHELL_PATH "/workspace/PYNQ-HelloWorld/boards"
 
 ARG GID
 ARG GNAME
diff --git a/run-docker.sh b/run-docker.sh
index 4a2f0cfcf884c8711d32c85ce5c52aa2927ef97a..5fc4c2edad2d979b000c02f477e9087f0cfca31c 100755
--- a/run-docker.sh
+++ b/run-docker.sh
@@ -22,12 +22,14 @@ EXAMPLES_REPO=https://github.com/maltanar/brevitas_cnv_lfc.git
 CNPY_REPO=https://github.com/rogersce/cnpy.git
 FINN_HLS_REPO=https://github.com/Xilinx/finn-hlslib.git
 PYVERILATOR_REPO=https://github.com/maltanar/pyverilator
+PYNQSHELL_REPO=https://github.com/maltanar/PYNQ-HelloWorld.git
 
 BREVITAS_LOCAL=$SCRIPTPATH/brevitas
 EXAMPLES_LOCAL=$SCRIPTPATH/brevitas_cnv_lfc
 CNPY_LOCAL=$SCRIPTPATH/cnpy
 FINN_HLS_LOCAL=$SCRIPTPATH/finn-hlslib
 PYVERILATOR_LOCAL=$SCRIPTPATH/pyverilator
+PYNQSHELL_LOCAL=$SCRIPTPATH/PYNQ-HelloWorld
 VIVADO_HLS_LOCAL=$VIVADO_PATH
 
 # clone dependency repos
@@ -36,6 +38,7 @@ git clone $EXAMPLES_REPO $EXAMPLES_LOCAL ||  git -C "$EXAMPLES_LOCAL" pull
 git clone $CNPY_REPO $CNPY_LOCAL ||  git -C "$CNPY_LOCAL" pull
 git clone $FINN_HLS_REPO $FINN_HLS_LOCAL; git -C "$FINN_HLS_LOCAL" checkout b5dc957a16017b8356a7010144b0a4e2f8cfd124 ||  git -C "$FINN_HLS_LOCAL" checkout b5dc957a16017b8356a7010144b0a4e2f8cfd124
 git clone $PYVERILATOR_REPO $PYVERILATOR_LOCAL ||  git -C "$PYVERILATOR_LOCAL" pull
+git clone $PYNQSHELL_REPO $PYNQSHELL_LOCAL ||  git -C "$PYNQSHELL_LOCAL" pull
 
 echo "Mounting $SCRIPTPATH into /workspace/finn"
 echo "Mounting $SCRIPTPATH/brevitas into /workspace/brevitas"
@@ -43,6 +46,7 @@ echo "Mounting $SCRIPTPATH/brevitas_cnv_lfc into /workspace/brevitas_cnv_lfc"
 echo "Mounting $SCRIPTPATH/cnpy into /workspace/cnpy"
 echo "Mounting $SCRIPTPATH/finn-hlslib into /workspace/finn-hlslib"
 echo "Mounting $SCRIPTPATH/pyverilator into /workspace/pyverilator"
+echo "Mounting $SCRIPTPATH/PYNQ-HelloWorld into /workspace/PYNQ-HelloWorld"
 echo "Mounting $VIVADO_PATH into $VIVADO_PATH"
 
 if [ "$1" = "test" ]; then
@@ -73,6 +77,7 @@ docker run --rm --name finn_dev -it \
 -v $SCRIPTPATH/cnpy:/workspace/cnpy \
 -v $SCRIPTPATH/finn-hlslib:/workspace/finn-hlslib \
 -v $SCRIPTPATH/pyverilator:/workspace/pyverilator \
+-v $SCRIPTPATH/PYNQ-HelloWorld:/workspace/PYNQ-HelloWorld \
 -v $VIVADO_PATH:$VIVADO_PATH \
 -e VIVADO_PATH=$VIVADO_PATH \
 -p 8888:8888 -p 8081:8081 \