diff --git a/converter/converter/utils.py b/converter/converter/utils.py
index 6bc20a3ad..b43a242bd 100644
--- a/converter/converter/utils.py
+++ b/converter/converter/utils.py
@@ -50,7 +50,9 @@ def delete_paths(data: Dict[str, Any], paths: List[str]) -> None:
         paths: List of dot-separated paths (e.g., "a.b.c")
     """
 
-    def delete_recursively(d: Dict[str, Any], keys: List[str]) -> None:
+    def delete_recursively(
+        d: Dict[str, Any], keys: List[str], current_path: str
+    ) -> None:
         if not keys or not isinstance(d, (dict, list)):
             return
 
@@ -58,25 +60,28 @@ def delete_recursively(d: Dict[str, Any], keys: List[str]) -> None:
         if key.endswith("[]"):  # Handle array notation
             key = key[:-2]  # Remove the array notation
             if key in d and isinstance(d[key], list):
-                for item in d[key]:
+                for index, item in enumerate(d[key]):
                     if isinstance(item, dict):
-                        delete_recursively(item, keys[1:])
+                        new_current_path = f"{current_path}.{key}[{index}]"
+                        delete_recursively(item, keys[1:], new_current_path)
         elif len(keys) == 1:
             # Delete target key if it exists
             if isinstance(d, dict):
-                logger.info("Deleting key: %s", key)
+                new_current_path = f"{current_path}.{key}"
+                logger.info("Removing path: %s", new_current_path)
                 d.pop(key, None)
         else:
             # Recurse if intermediate key exists
             if key in d:
-                delete_recursively(d[key], keys[1:])
+                new_current_path = f"{current_path}.{key}"
+                delete_recursively(d[key], keys[1:], new_current_path)
                 # Clean up empty dictionaries or lists
                 if isinstance(d[key], (dict, list)) and not d[key]:
-                    logger.info("Deleting key: %s", key)
+                    logger.info("Removing path: %s", new_current_path)
                     d.pop(key)
 
     for path in paths:
-        delete_recursively(data, path.strip("$.").split("."))
+        delete_recursively(data, path.strip("$.").split("."), "$")
 
 
 def add_space_before_uppercase(text):
@@ -199,7 +204,7 @@ def update_json_value(data, jsonpath_query, new_value):
         for match in matches:
             old_value = get_field_value(data, str(match.full_path))
             logger.info(
-                "Updating value from %s to %s at path %s",
+                "Updating value from %s to %s at path $.%s",
                 old_value,
                 new_value,
                 match.full_path,
diff --git a/converter/tests/test_utils.py b/converter/tests/test_utils.py
index ed2fbe33e..d0f8f78f4 100644
--- a/converter/tests/test_utils.py
+++ b/converter/tests/test_utils.py
@@ -163,11 +163,73 @@ def test_delete_paths_logs_info(self, mock_logger):
         first_call_args, _ = mock_logger.info.call_args_list[0]
         second_call_args, _ = mock_logger.info.call_args_list[1]
 
-        assert first_call_args[0] == "Deleting key: %s"
-        assert first_call_args[1] == "a"
+        assert first_call_args[0] == "Removing path: %s"
+        assert first_call_args[1] == "$.a"
 
-        assert second_call_args[0] == "Deleting key: %s"
-        assert second_call_args[1] == "c"
+        assert second_call_args[0] == "Removing path: %s"
+        assert second_call_args[1] == "$.b.c"
+
+    @patch("converter.utils.logger")
+    def test_delete_array_logs_info(self, mock_logger):
+        # Arrange
+        data = {
+            "a": [
+                {
+                    "b": 1,
+                },
+                {
+                    "b": 2,
+                    "c": 3,
+                },
+            ],
+        }
+
+        # Act
+        delete_paths(data, ["a[].b"])
+
+        # Assert logger has been called twice
+        assert mock_logger.info.call_count == 2
+
+        # Check the log message content
+        first_call_args, _ = mock_logger.info.call_args_list[0]
+        second_call_args, _ = mock_logger.info.call_args_list[1]
+
+        assert first_call_args[0] == "Removing path: %s"
+        assert first_call_args[1] == "$.a[0].b"
+
+        assert second_call_args[0] == "Removing path: %s"
+        assert second_call_args[1] == "$.a[1].b"
+
+    @patch("converter.utils.logger")
+    def test_delete_empty_dict_logs_info(self, mock_logger):
+        # Arrange
+        data = {
+            "a": {
+                "b": {
+                    "c": 1,
+                },
+            }
+        }
+
+        # Act
+        delete_paths(data, ["a.b.c"])
+
+        # Assert logger has been called three times
+        assert mock_logger.info.call_count == 3
+
+        # Check the log message content
+        first_call_args, _ = mock_logger.info.call_args_list[0]
+        second_call_args, _ = mock_logger.info.call_args_list[1]
+        third_call_args, _ = mock_logger.info.call_args_list[2]
+
+        assert first_call_args[0] == "Removing path: %s"
+        assert first_call_args[1] == "$.a.b.c"
+
+        assert second_call_args[0] == "Removing path: %s"
+        assert second_call_args[1] == "$.a.b"
+
+        assert third_call_args[0] == "Removing path: %s"
+        assert third_call_args[1] == "$.a"
 
 
 def test_translate_keys():
@@ -356,7 +418,7 @@ def test_update_json_value_logs_info(self, mock_logger):
 
         # Check the log message content
         args, kwargs = mock_logger.info.call_args
-        assert args[0] == "Updating value from %s to %s at path %s"
+        assert args[0] == "Updating value from %s to %s at path $.%s"
         assert args[1] == "P1"
         assert args[2] == "P2"
         assert str(args[3]) == "qualification.details.priority"