diff --git a/backend_scripts/rha.slurm b/backend_scripts/rha.slurm
new file mode 100644
index 0000000..65b61b1
--- /dev/null
+++ b/backend_scripts/rha.slurm
@@ -0,0 +1,41 @@
+#!/bin/bash
+
+#SBATCH -p gpu
+#SBATCH --mem=8gb
+#SBATCH --gres=gpu:1#!/bin/bash 
+#SBATCH -N 1
+#SBATCH -c 1
+#SBATCH --mem=8gb
+#SBATCH --output=test.o%j 
+#SBATCH --partition=gpu 
+#SBATCH -C gpu2v100|gpu4v100
+#SBATCH --gres=gpu:1               # Request one gpu out of 2 (Max) 
+
+#SBATCH --account=mbt8     # substitute appropriate group here  
+
+module load singularity
+module load CUDA/11.1.1-GCC-10.2.0
+
+export PATH="/usr/local/software/singularity/3.10.4/bin:/usr/local/easybuild_allnodes/software/CUDAcore/11.1.1/nvvm/bin:/usr/local/easybuild_allnodes/software/CUDAcore/11.1.1/bin:/usr/local/easybuild_allnodes/software/binutils/2.35-GCCcore-10.2.0/bin:/usr/local/easybuild_allnodes/software/GCCcore/10.2.0/bin:/home/sxg1373/miniconda3/bin:/home/sxg1373/miniconda3/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/sbin:/opt/dell/srvadmin/bin:/home/sxg1373/.local/bin:/home/sxg1373/bin"
+echo "hello"
+echo $PFSDIR
+scp -r /scratch/users/sxg1373/input_files/$1 /scratch/users/sxg1373/1.jpg /home/sxg1373/rha_sing.sif $PFSDIR
+ls "$PFSDIR"
+final_output_dir=$6
+input_dir=$PFSDIR/$1
+mkdir $PFSDIR/output_files
+output_dir=$PFSDIR/output_files
+img_dir=$PFSDIR/1.jpg
+
+for file in "$input_dir"/*
+do
+   echo "$file"
+   file_name=`echo "${file##*/}"`
+   echo "This is the file name $file_name"
+   singularity run --nv --bind "$PFSDIR" $PFSDIR/rha_sing.sif "$2" "audiovideo" $3 $4 $5 "$file" "$output_dir/output_$file_name.mp4" "$img_dir"
+done
+echo "saving  files"
+
+scp -r $output_dir/* $final_output_dir
+rm -rf "$PFSDIR"/*
+rm -r /scratch/users/sxg1373/input_files/$1
diff --git a/backend_scripts/scheduler_script.sh b/backend_scripts/scheduler_script.sh
new file mode 100755
index 0000000..2366cac
--- /dev/null
+++ b/backend_scripts/scheduler_script.sh
@@ -0,0 +1,43 @@
+#!/bin/bash
+#this script will setup the files in correct directories before scheduling the 
+#batch script
+
+#read files of all the directories in input directory one by one and transfer 
+#them to some input directory in scratch folder
+
+#set the parameters of anonymization according to the config.json file for batch 
+#batch job script
+
+module load Python/3.10.8-GCCcore-12.2.0-bare
+export PATH="/usr/local/easybuild_allnodes/software/Python/3.10.8-GCCcore-12.2.0-bare/bin:/usr/local/easybuild_allnodes/software/OpenSSL/1.1/bin:/usr/local/easybuild_allnodes/software/XZ/5.2.7-GCCcore-12.2.0/bin:/usr/local/easybuild_allnodes/software/SQLite/3.39.4-GCCcore-12.2.0/bin:/usr/local/easybuild_allnodes/software/Tcl/8.6.12-GCCcore-12.2.0/bin:/usr/local/easybuild_allnodes/software/ncurses/6.3-GCCcore-12.2.0/bin:/usr/local/easybuild_allnodes/software/bzip2/1.0.8-GCCcore-12.2.0/bin:/usr/local/easybuild_allnodes/software/binutils/2.39-GCCcore-12.2.0/bin:/usr/local/easybuild_allnodes/software/GCCcore/12.2.0/bin:/usr/local/software/singularity/3.10.4/bin:/usr/local/easybuild_allnodes/software/CUDAcore/11.1.1/nvvm/bin:/usr/local/easybuild_allnodes/software/CUDAcore/11.1.1/bin:/home/sxg1373/miniconda3/bin:/home/sxg1373/miniconda3/condabin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/sbin:/opt/dell/srvadmin/bin:/home/sxg1373/.local/bin:/home/sxg1373/bin"
+scratch_dir="/scratch/users/sxg1373/input_files"
+for f in /home/sxg1373/sxg1373gallinahome/anonymizer_storage/input/*; do
+if [ -d "$f" ]; then
+echo $f
+status=`grep -o '"status": "[^"]*' $f/config.json | grep -o '[^"]*$'`
+
+#python /home/sxg1373/change_status.py $f/config.json
+#change the status to 1 by default the status is 0
+cp -r $f/ $scratch_dir/
+
+ls $scratch_dir
+project_name=`grep -o '"project_name": "[^"]*' $f/config.json | grep -o '[^"]*$'`
+visual_anonymization=`grep -o '"visual_anonymization": "[^"]*' $scratch_dir/$project_name/config.json | grep -o '[^"]*$'`
+pitch=`grep -o '"pitch": "[^"]*' $scratch_dir/$project_name/config.json | grep -o '[^"]*$'`
+echo_=`grep -o '"echo": "[^"]*' $scratch_dir/$project_name/config.json | grep -o '[^"]*$'`
+distortion=`grep -o '"distortion": "[^"]*' $scratch_dir/$project_name/config.json | grep -o '[^"]*$'`
+rm $scratch_dir/$project_name/config.json
+mkdir /home/sxg1373/sxg1373gallinahome/anonymizer_storage/output/$project_name
+output_dir="sxg1373@hpc8:/home/sxg1373/sxg1373gallinahome/anonymizer_storage/output/$project_name"
+echo $project_name $visual_anonymization $pitch $echo_ $distortion $output_dir
+#call the batch script and pass the parameters to it
+job_id_str=`sbatch rha.slurm $project_name $visual_anonymization $pitch $echo_ $distortion $output_dir`
+echo "batch job scheduled $job_id_str"
+rm -r $f
+echo "removed file from anonymizer_storage"
+
+#else
+#echo "No files found"
+fi
+
+done