diff --git a/CHANGELOG.md b/CHANGELOG.md
index e2c8a28b9..d73af2874 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -35,6 +35,7 @@
 - (Feature) (ML) Pod & Container Config
 - (Improvement) (ML) BatchJob status update
 - (Feature) (ML) Multi DB Settings
+- (Feature) (ML) Port adjustments
 
 ## [1.2.35](https://github.com/arangodb/kube-arangodb/tree/1.2.35) (2023-11-06)
 - (Maintenance) Update go-driver to v1.6.0, update IsNotFound() checks
diff --git a/pkg/apis/ml/v1alpha1/extension_spec_deployment.go b/pkg/apis/ml/v1alpha1/extension_spec_deployment.go
index f69180616..a9aff1b27 100644
--- a/pkg/apis/ml/v1alpha1/extension_spec_deployment.go
+++ b/pkg/apis/ml/v1alpha1/extension_spec_deployment.go
@@ -32,9 +32,9 @@ const (
 	ArangoMLExtensionSpecDeploymentComponentTraining   = "training"
 	ArangoMLExtensionSpecDeploymentComponentProject    = "project"
 
-	ArangoMLExtensionSpecDeploymentComponentPredictionDefaultPort = 16000
-	ArangoMLExtensionSpecDeploymentComponentTrainingDefaultPort   = 16001
-	ArangoMLExtensionSpecDeploymentComponentProjectDefaultPort    = 16002
+	ArangoMLExtensionSpecDeploymentComponentPredictionDefaultPort = 8501
+	ArangoMLExtensionSpecDeploymentComponentTrainingDefaultPort   = 8502
+	ArangoMLExtensionSpecDeploymentComponentProjectDefaultPort    = 8503
 )
 
 func GetArangoMLExtensionSpecDeploymentComponentDefaultPort(component string) int32 {