diff --git a/deployment/handlers/prediction_app.py b/deployment/handlers/prediction_app.py
index 36a906c..ac397b9 100644
--- a/deployment/handlers/prediction_app.py
+++ b/deployment/handlers/prediction_app.py
@@ -69,9 +69,7 @@ def handler(event, context):
 
         storage_filepath = f"s3://{PREDICTIONS_BUCKET}/{portfolio_id}/{property_id}/{created_at}.parquet"
 
-        logger.info("-------------------------")
         logger.info(f"--- Initiate MLModel ---")
-        logger.info("-------------------------")
 
         build_model_params = settings.build_model
         client_params = settings.client
@@ -80,17 +78,13 @@ def handler(event, context):
 
         model = model_factory(build_model_params["model_type"])
 
-        logger.info("----------------------------")
         logger.info(f"--- Initiate Input DataClient ---")
-        logger.info("----------------------------")
         input_dataclient = dataclient_factory(
             dataclient_type="aws-s3",
             dataclient_config=client_params["aws-s3"],
         )
 
-        logger.info("----------------------------")
         logger.info(f"--- Initiate Output DataClient ---")
-        logger.info("----------------------------")
         output_dataclient = dataclient_factory(
             dataclient_type="aws-s3",
             dataclient_config=client_params["aws-s3"],