diff --git a/src/simulation_runner/runner.py b/src/simulation_runner/runner.py
index 4cd6c52..cd69d7e 100644
--- a/src/simulation_runner/runner.py
+++ b/src/simulation_runner/runner.py
@@ -1,18 +1,50 @@
 # Python Imports
 import os
+import shutil
+import random
+from typing import Generator
 
 # Project Imports
 from src.utilities.env_variables import BINARY_PATH, CONFIGURATION_SETTINGS, SHARED_FOLDER
 from src.utilities.files.json.json_utils import write_json
 
 
-def run_simulation(arguments_config: dict, simulation_config: dict):
+class SimulationRunner:
 
-    write_json(simulation_config, CONFIGURATION_SETTINGS)
+    def __init__(self, arguments_config: dict, simulation_config: dict):
+        self._arguments_config = arguments_config
+        self._base_simulation_config = simulation_config
+        random.seed(self._base_simulation_config["seed"])
 
-    os.system(BINARY_PATH
-              + " -f " + arguments_config["output-format"]
-              + " -i " + CONFIGURATION_SETTINGS + " -o "
-              + arguments_config["output-file"])
+    def run_simulation(self):
 
-    os.system("mv " + arguments_config["output-file"] + "." + arguments_config["output-format"] + " " + SHARED_FOLDER)
+        output_path = self._create_folder()
+
+        seeds_generator = self._create_seeds_generator()
+
+        for seed in seeds_generator:
+            self._base_simulation_config["seed"] = seed
+
+            write_json(self._base_simulation_config, CONFIGURATION_SETTINGS)
+
+            file_format = self._arguments_config["output-format"]
+            output_name = self._arguments_config["output-file"] + "_" + str(seed)
+
+            os.system(f"{BINARY_PATH} -f {file_format} -i {CONFIGURATION_SETTINGS} -o {output_name}")
+
+            os.system(f"mv {output_name}.{file_format} {output_path}")
+
+    def _create_folder(self):
+        output_path = SHARED_FOLDER + self._arguments_config["output-folder"]
+
+        if os.path.exists(output_path):
+            shutil.rmtree(output_path)
+        os.makedirs(output_path)
+
+        return output_path
+
+    def _create_seeds_generator(self) -> Generator[int, None, None]:
+        # Rust binary seed uses u64 int
+        seeds = (random.randint(0, 2 ** 64) for _ in range(self._arguments_config["number-of-simulations"]))
+
+        return seeds