diff --git a/src/snowflake/connector/pandas_tools.py b/src/snowflake/connector/pandas_tools.py
index 5c1626954..038ff2083 100644
--- a/src/snowflake/connector/pandas_tools.py
+++ b/src/snowflake/connector/pandas_tools.py
@@ -20,7 +20,6 @@
 from snowflake.connector import ProgrammingError
 from snowflake.connector.options import pandas
 from snowflake.connector.telemetry import TelemetryData, TelemetryField
-from snowflake.connector.util_text import random_string
 
 from ._utils import (
     _PYTHON_SNOWPARK_USE_SCOPED_TEMP_OBJECTS_STRING,
@@ -103,11 +102,7 @@ def _create_temp_stage(
     overwrite: bool,
     use_scoped_temp_object: bool = False,
 ) -> str:
-    stage_name = (
-        random_name_for_temp_object(TempObjectType.STAGE)
-        if use_scoped_temp_object
-        else random_string()
-    )
+    stage_name = random_name_for_temp_object(TempObjectType.STAGE)
     stage_location = build_location_helper(
         database=database,
         schema=schema,
@@ -174,11 +169,7 @@ def _create_temp_file_format(
     sql_use_logical_type: str,
     use_scoped_temp_object: bool = False,
 ) -> str:
-    file_format_name = (
-        random_name_for_temp_object(TempObjectType.FILE_FORMAT)
-        if use_scoped_temp_object
-        else random_string()
-    )
+    file_format_name = random_name_for_temp_object(TempObjectType.FILE_FORMAT)
     file_format_location = build_location_helper(
         database=database,
         schema=schema,
@@ -383,6 +374,10 @@ def write_pandas(
             "Unsupported table type. Expected table types: temp/temporary, transient"
         )
 
+    if table_type.lower() in ["temp", "temporary"]:
+        # Add scoped keyword when applicable.
+        table_type = get_temp_type_for_object(_use_scoped_temp_object).lower()
+
     if chunk_size is None:
         chunk_size = len(df)
 
@@ -438,22 +433,13 @@ def write_pandas(
             # Dump chunk into parquet file
             chunk.to_parquet(chunk_path, compression=compression, **kwargs)
             # Upload parquet file
-            upload_sql = (
-                "PUT /* Python:snowflake.connector.pandas_tools.write_pandas() */ "
-                "'file://{path}' ? PARALLEL={parallel}"
-            ).format(
-                path=chunk_path.replace("\\", "\\\\").replace("'", "\\'"),
-                parallel=parallel,
-            )
-            params = ("@" + stage_location,)
-            logger.debug(f"uploading files with '{upload_sql}', params: %s", params)
-            cursor.execute(
-                upload_sql,
-                _is_internal=True,
-                _force_qmark_paramstyle=True,
-                params=params,
-                num_statements=1,
+            path = chunk_path.replace("\\", "\\\\").replace("'", "\\'")
+            cursor._upload(
+                local_file_name=f"'file://{path}'",
+                stage_location="@" + stage_location,
+                options={"parallel": parallel, "source_compression": "auto_detect"},
             )
+
             # Remove chunk file
             os.remove(chunk_path)
 
@@ -516,7 +502,11 @@ def drop_object(name: str, object_type: str) -> None:
         target_table_location = build_location_helper(
             database,
             schema,
-            random_string() if (overwrite and auto_create_table) else table_name,
+            (
+                random_name_for_temp_object(TempObjectType.TABLE)
+                if (overwrite and auto_create_table)
+                else table_name
+            ),
             quote_identifiers,
         )
 
diff --git a/test/integ/pandas/test_pandas_tools.py b/test/integ/pandas/test_pandas_tools.py
index 8d69fd1a9..cb68a0f8c 100644
--- a/test/integ/pandas/test_pandas_tools.py
+++ b/test/integ/pandas/test_pandas_tools.py
@@ -6,6 +6,7 @@
 from datetime import datetime, timedelta, timezone
 from typing import TYPE_CHECKING, Any, Callable, Generator
 from unittest import mock
+from unittest.mock import MagicMock
 
 import numpy.random
 import pytest
@@ -543,7 +544,10 @@ def mocked_execute(*args, **kwargs):
         with mock.patch(
             "snowflake.connector.cursor.SnowflakeCursor.execute",
             side_effect=mocked_execute,
-        ) as m_execute:
+        ) as m_execute, mock.patch(
+            "snowflake.connector.cursor.SnowflakeCursor._upload",
+            side_effect=MagicMock(),
+        ) as _:
             success, nchunks, nrows, _ = write_pandas(
                 cnx,
                 sf_connector_version_df.get(),
@@ -591,7 +595,10 @@ def mocked_execute(*args, **kwargs):
         with mock.patch(
             "snowflake.connector.cursor.SnowflakeCursor.execute",
             side_effect=mocked_execute,
-        ) as m_execute:
+        ) as m_execute, mock.patch(
+            "snowflake.connector.cursor.SnowflakeCursor._upload",
+            side_effect=MagicMock(),
+        ) as _:
             success, nchunks, nrows, _ = write_pandas(
                 cnx,
                 sf_connector_version_df.get(),
@@ -643,7 +650,10 @@ def mocked_execute(*args, **kwargs):
         with mock.patch(
             "snowflake.connector.cursor.SnowflakeCursor.execute",
             side_effect=mocked_execute,
-        ) as m_execute:
+        ) as m_execute, mock.patch(
+            "snowflake.connector.cursor.SnowflakeCursor._upload",
+            side_effect=MagicMock(),
+        ) as _:
             cnx._update_parameters({"PYTHON_SNOWPARK_USE_SCOPED_TEMP_OBJECTS": True})
             success, nchunks, nrows, _ = write_pandas(
                 cnx,
@@ -701,7 +711,10 @@ def mocked_execute(*args, **kwargs):
         with mock.patch(
             "snowflake.connector.cursor.SnowflakeCursor.execute",
             side_effect=mocked_execute,
-        ) as m_execute:
+        ) as m_execute, mock.patch(
+            "snowflake.connector.cursor.SnowflakeCursor._upload",
+            side_effect=MagicMock(),
+        ) as _:
             success, nchunks, nrows, _ = write_pandas(
                 cnx,
                 sf_connector_version_df.get(),