diff --git a/Jenkinsfile b/Jenkinsfile
index deddebd..20fa9f4 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -1,5 +1,10 @@
 pipeline {
-  agent any
+  agent { 
+    dockerfile {
+      filename 'Dockerfile'
+      args '-u root'
+    }
+  }
   
   parameters {
     string (
@@ -15,6 +20,11 @@ pipeline {
     )
   }
 
+  environment {
+    KAGGLE_USERNAME = "${params.KAGGLE_USERNAME}"
+    KAGGLE_KEY = "${params.KAGGLE_KEY}"
+  }
+
   stages {
     stage('Run create-dataset script') {
       steps {
@@ -24,7 +34,6 @@ pipeline {
         }
       }
     }
-    
     stage('Archive Artifacts') {
       steps {
         archiveArtifacts artifacts: 'data/*', onlyIfSuccessful: true