diff --git a/Jenkinsfile b/Jenkinsfile
index a83cf3f..e570334 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -24,6 +24,9 @@ pipeline {
     stage('Run create-dataset script') {
       steps {
         withEnv (["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
+          sh 'mkdir .kaggle'
+          sh 'echo "{\"username\":\"$KAGGLE_USERNAME\",\"key\":\"$KAGGLE_KEY\"}" > .kaggle/kaggle.json'
+          sh 'chmod 600 .kaggle/kaggle.json'
           sh 'chmod +x create-dataset.py'
           sh 'python3 ./create-dataset.py'
         }
diff --git a/create-dataset.py b/create-dataset.py
index bb2f381..50ef8d8 100644
--- a/create-dataset.py
+++ b/create-dataset.py
@@ -9,9 +9,7 @@ from sklearn.model_selection import train_test_split
 
 
 def download_kaggle_dataset():
-    os.system("ls -al ~/.kaggle")
     os.system("cat ~/.kaggle/kaggle.json")
-    os.system("ls /.kaggle")
     kaggle = KaggleApi()
     kaggle.authenticate()
     kaggle.dataset_download_files("mlg-ulb/creditcardfraud", path="./", unzip=True)