diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 50b5eed..844f40a 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -5,9 +5,12 @@ name: Python package
 
 on:
   push:
-    branches: [ "develop" ]
+    branches:
+      - develop
+      - feature/*
   pull_request:
-    branches: [ "master" ]
+    branches:
+      - master
 
 jobs:
   build:
diff --git a/src/topmodels/utils/__init__.py b/src/topmodels/utils/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/src/topmodels/utils/meta.py b/src/topmodels/utils/meta.py
new file mode 100644
index 0000000..ff6bfd7
--- /dev/null
+++ b/src/topmodels/utils/meta.py
@@ -0,0 +1,32 @@
+"""
+meta.py
+
+This module provides a thread-safe Singleton metaclass implementation.
+"""
+
+from threading import Lock
+from typing import Any, Dict, TypeVar
+
+T = TypeVar("T", bound="SingletonMeta")
+
+class SingletonMeta(type):
+    """
+    Thread-safe Singleton metaclass.
+
+    Ensures that only one instance of a class using this metaclass exists.
+    """
+
+    _instances: Dict[Any, Any] = {}
+    _lock: Lock = Lock()
+
+    def __call__(cls, *args: Any, **kwargs: Any) -> T:
+        """
+        Returns the singleton instance of the class.
+
+        If the instance does not exist, it is created in a thread-safe manner.
+        """
+        if cls not in cls._instances:
+            with cls._lock:
+                if cls not in cls._instances:
+                    cls._instances[cls] = super().__call__(*args, **kwargs)
+        return cls._instances[cls]
diff --git a/tests/unit_tests/utils/test_singleton_meta.py b/tests/unit_tests/utils/test_singleton_meta.py
new file mode 100644
index 0000000..b9848e8
--- /dev/null
+++ b/tests/unit_tests/utils/test_singleton_meta.py
@@ -0,0 +1,82 @@
+"""
+Unit tests for the SingletonMeta metaclass.
+
+This module tests the thread-safety and uniqueness of the SingletonMeta implementation.
+"""
+
+import threading
+from threading import Thread
+
+import pytest
+
+from topmodels.utils.meta import SingletonMeta
+
+
+@pytest.fixture(autouse=True)
+def reset_singleton_instances() -> None:
+    """
+    Pytest fixture that automatically resets the SingletonMeta instance cache before each test.
+
+    This fixture clears the `_instances` dictionary of the `SingletonMeta` metaclass,
+    ensuring that singleton instances do not persist between tests and each test runs
+    with a fresh singleton state.
+    """
+    SingletonMeta._instances.clear()
+
+class MySingleton(metaclass=SingletonMeta):
+    """
+    Example singleton class using SingletonMeta.
+
+    Args:
+        value (int, optional): Value to store in the singleton instance. Defaults to 0.
+    """
+    def __init__(self, value=0):
+        """
+        Initialize the singleton instance.
+
+        Args:
+            value (int, optional): Value to store. Defaults to 0.
+        """
+        self.value = value
+
+def test__singleton_instance_uniqueness():
+    """
+    Test that only one instance of the singleton is created,
+    regardless of how many times the class is instantiated.
+    """
+    a = MySingleton(1)
+    b = MySingleton(2)
+    assert a is b
+    assert a.value == b.value
+
+def test__singleton_value_persistence():
+    """
+    Test that the singleton instance retains its value across instantiations.
+    """
+    instance = MySingleton(42)
+    assert instance.value == 42
+    instance.value = 100
+    new_instance = MySingleton()
+    assert new_instance.value == 100
+
+def test__singleton_thread_safety():
+    """
+    Test that the singleton instance is unique and consistent across multiple threads.
+    """
+    results = []
+
+    def create_instance(val):
+        instance = MySingleton(val)
+        results.append(instance)
+
+    threads: list[Thread] = [
+        threading.Thread(target=create_instance, args=(i,))
+        for i in range(10)
+    ]
+    for t in threads:
+        t.start()
+    for t in threads:
+        t.join()
+
+    # All threads should have received the same instance
+    assert all(inst is results[0] for inst in results)