diff --git a/Jenkinsfile b/Jenkinsfile
index 5d5efcd..2c1d0d0 100644
--- a/Jenkinsfile
+++ b/Jenkinsfile
@@ -1,6 +1,8 @@
 pipeline {
     agent {
-        docker { image 'sebastianwalesa/ium:1.0' }
+        dockerfile {
+			 additionalBuildArgs "--build-arg KAGGLE_USERNAME=${params.KAGGLE_USERNAME} --build-arg KAGGLE_KEY=${params.KAGGLE_KEY} --build-arg CUTOFF=${params.CUTOFF} -t sebastianwalesa"
+        }
     }
     parameters {
         string (