Restaurant Analytics Platform (By Dr. Muhammad A. Tufail)
Leverage the power of machine learning to predict tips and optimize your restaurant's performance
Smart Predictions
Our XGBoost algorithm analyzes multiple factors including bill amount, party size, gender, smoking preference, day of week, and meal time to provide accurate tip predictions.
Data-Driven Insights
Built on real restaurant data with 244 dining records, our model provides reliable insights to help optimize your restaurant's service and pricing strategies.
Instant Results
Get real-time tip predictions in seconds. Simply input the dining details and receive immediate forecasts to better understand customer tipping patterns.
Powered by Modern Technology
Built with industry-standard machine learning libraries and modern web technologies for optimal performance and reliability.
Ready to Get Started?
Start predicting tips now and discover insights about your restaurant's tipping patterns!
Launch Tip PredictorHow It Works
Simple steps to get accurate tip predictions
1. Input Details
Enter bill amount, party size, and dining preferences
2. AI Processing
Our XGBoost model analyzes the data patterns
3. Get Prediction
Receive accurate tip amount prediction instantly