diff --git a/Binary-Gene-Classifier-Model/requirements.txt b/Binary-Gene-Classifier-Model/requirements.txt
index 3266877..4936433 100644
--- a/Binary-Gene-Classifier-Model/requirements.txt
+++ b/Binary-Gene-Classifier-Model/requirements.txt
@@ -1,5 +1,5 @@
 numpy==1.25.0
 pandas==2.0.1
 scipy==1.11.0
-scikit-learn==1.3.0
+scikit-learn>=1.5.0
 datasets==2.16.0
\ No newline at end of file
diff --git a/File_Organizer/file-organizer.py b/File_Organizer/file-organizer.py
index f11dec7..233a227 100644
--- a/File_Organizer/file-organizer.py
+++ b/File_Organizer/file-organizer.py
@@ -1,41 +1,67 @@
-import os
-from watchdog.observers import Observer
-from watchdog.events import FileSystemEventHandler
+from pathlib import Path
 import shutil
-class MyHandler(FileSystemEventHandler):
-    def on_created(self, event):
+import time
+
+from watchdog.observers import Observer
+from watchdog.events import FileSystemEvent, FileSystemEventHandler
+
+CURRENT_WORKING_DIR: Path = Path.cwd()
+FILE_TYPES: dict[str, list[str]] = {
+    "images": [".jpg", ".jpeg", ".png", ".gif", ".webp"],
+    "videos": [".mp4", ".mkv", ".avi", ".mov"],
+    "audio": [".mp3", ".wav", ".flac", ".m4a"],
+    "documents": [".pdf", ".docx", ".txt"],
+    "archives": [".zip", ".rar", ".7z"],
+}
+DESTINATION_MAPPING: dict[str, Path] = {
+    "images": CURRENT_WORKING_DIR / "Images",
+    "videos": CURRENT_WORKING_DIR / "Videos",
+    "audio": CURRENT_WORKING_DIR / "Audio Files",
+    "documents": CURRENT_WORKING_DIR / "Documents",
+    "archives": CURRENT_WORKING_DIR / "Archives",
+    "others": CURRENT_WORKING_DIR / "Others"
+}
+
+class FileEventHandler(FileSystemEventHandler):
+    def on_created(self, event: FileSystemEvent) -> None:
         if not event.is_directory:
-            file_path = event.src_path
-            file_name = os.path.basename(file_path)
-            file_extension = os.path.splitext(file_name)[1].lower()
-            # A dictionary takes file extensions & folder to move each formats to. 
-            destination_mapping = {
-                # Key = Format/extension to handle : Value = Folder to move file format. 
-                ".zip": r"C:\Users\Precious pc\Documents\Zip files",
-                ".png": r"C:\Users\Precious pc\Documents\png_files",
-                ".psd": r"C:\Users\Precious pc\Documents\psd_destination",
-                ".pdf": r"C:\Users\Precious pc\Documents\pdf_files",
-            }
-            # Default destination for unknown extensions
-            other_files = r"C:\Users\Precious pc\Documents\other_files"
-            # Get the destination directory for the file extension or use the default
-            destination = destination_mapping.get(file_extension, other_files)
-            # Move the file to the determined destination
-            # Check if file already exists in destination & delete it. 
-            if os.path.exists(os.path.join(destination, file_name)):
-                print(f"File {file_name} already exists in the destination. Deleting it.")
-                os.remove(os.path.join(destination, file_name))
-            # Move the file to the determined destination
-            shutil.move(file_path, destination)
+            file_path: Path = Path(event.src_path)
+            file_name: str = file_path.name
+            file_extension: str = file_path.suffix.lower()
+            category: str = ""
+
+            for category_name, extensions in FILE_TYPES.items():
+                if file_extension in extensions:
+                    category = category_name
+                    break
+            else:
+                category = "others"
+
+            destination: Path = DESTINATION_MAPPING[category]
+
+            if destination.joinpath(file_name).exists():
+                print(f"File {file_name} already exists in the destination. Renaming it")
+                count = 1
+                while True:
+                    if destination.joinpath(f"{file_path.stem}_{count}{file_extension}").exists():
+                        count += 1
+                    else:
+                        destination_path = destination / f"{file_path.stem}_{count}{file_extension}"
+                        break
+            else:
+                destination_path = destination / file_name
+
+            shutil.move(file_path, destination_path)
+
 if __name__ == "__main__":
-    folder_to_watch = r"C:\Users\Precious pc\Documents\monitor"  # Replace with the directory you want to monitor
-    event_handler = MyHandler()
+    folder_to_watch: Path = CURRENT_WORKING_DIR / "monitor"
+    event_handler = FileEventHandler()
     observer = Observer()
     observer.schedule(event_handler, path=folder_to_watch, recursive=False)  # Set recursive to True if you want to monitor subdirectories
     observer.start()
     try:
         while True:
-            pass
+            time.sleep(60)
     except KeyboardInterrupt:
         observer.stop()
     observer.join()