Personalized Route Optimization

Goal: Predict preferred routes for users based on driving behavior and preferences.
• Input:
• Start and end locations
• User’s past route choices (from Google Timeline or synthetic data)
• Features like road type, elevation, traffic, scenic score
• Output:
Top-N ranked routes per user.