diff --git a/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py b/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py
index dfb92573dbf46..bd30e676eceb8 100644
--- a/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py
+++ b/metadata-ingestion-modules/airflow-plugin/src/datahub_airflow_plugin/datahub_listener.py
@@ -133,6 +133,37 @@ def run_in_thread(f: _F) -> _F:
 
     @functools.wraps(f)
     def wrapper(*args, **kwargs):
+        def safe_execution(*args, **kwargs):
+            # Filter out database-related parameters to prevent transaction conflicts.
+            # These objects contain active database session references that can interfere
+            # with Airflow's strict transaction boundaries and cause HA lock violations.
+
+            # Filter SQLAlchemy session objects by type, regardless of parameter name or position
+            # See: https://github.com/apache/airflow/blob/main/airflow-core/src/airflow/listeners/spec/taskinstance.py
+            # Session parameters provide direct SQLAlchemy database access which can interfere
+            # with Airflow's transaction boundaries and cause "UNEXPECTED COMMIT" errors
+
+            # Import here to avoid import issues if SQLAlchemy isn't available
+            try:
+                from sqlalchemy.orm import Session
+
+                # Filter session objects from positional arguments
+                filtered_args = tuple(
+                    arg for arg in args if not isinstance(arg, Session)
+                )
+
+                # Filter session objects from keyword arguments
+                filtered_kwargs = {
+                    k: v for k, v in kwargs.items() if not isinstance(v, Session)
+                }
+
+            except ImportError:
+                # Fallback to name-based filtering if SQLAlchemy import fails
+                filtered_args = args
+                filtered_kwargs = {k: v for k, v in kwargs.items() if k != "session"}
+
+            f(*filtered_args, **filtered_kwargs)
+
         try:
             if _RUN_IN_THREAD:
                 # A poor-man's timeout mechanism.
@@ -140,7 +171,7 @@ def wrapper(*args, **kwargs):
                 # are slow or the DataHub API is slow to respond.
 
                 thread = threading.Thread(
-                    target=f, args=args, kwargs=kwargs, daemon=True
+                    target=safe_execution, args=args, kwargs=kwargs, daemon=True
                 )
                 thread.start()
 
@@ -161,7 +192,9 @@ def wrapper(*args, **kwargs):
                             f"Thread for {f.__name__} finished after {time.time() - start_time} seconds"
                         )
             else:
-                f(*args, **kwargs)
+                # Run synchronously but with database isolation to prevent transaction conflicts
+                # This prevents "UNEXPECTED COMMIT - THIS WILL BREAK HA LOCKS!" errors
+                safe_execution(*args, **kwargs)
         except Exception as e:
             logger.warning(e, exc_info=True)