<p>Collected and preprocessed real-world traffic data from multiple toll plazas.<br>	•	Implemented machine learning models (SVM, Random Forest, KNN) for traffic volume prediction.<br>	•	Performed feature engineering and data normalization to improve model performance.<br>	•	Evaluated models using accuracy, MAE, RMSE, and R² metrics.<br>	•	Visualized traffic trends and predictions using graphs and plots.<br>	•	Analyzed traffic patterns for infrastructure planning and congestion management insights.<br></p>