OnTrack NJ Transit

Welcome to the future of transit planning! Our smart assistant combines advanced machine learning with intuitive design to make your NJ Transit journey smoother than ever. 🌟 What We Offer

🕒 Smart Delay Prediction Our machine learning model analyzes historical transit data to provide accurate delay predictions:

Trained on extensive NJ Transit historical data Considers factors like time of day, day of week, and route specifics Provides real-time delay estimates for better journey planning Accuracy rate of over 85% in predicting delays

🔧 Mechanical Failure Analysis Advanced diagnostics and predictive maintenance insights:

Monitoring of train mechanical systems by month and year Predictive analytics for potential mechanical failures Historical maintenance data analysis Proactive maintenance recommendations to prevent delays

💬 AI Customer Support Get instant answers with our AI-powered customer support:

24/7 availability for your questions Trained on NJ Transit-specific information Handles queries about schedules, fares, routes, and more Natural conversation flow for better user experience

🎯 Project Background This project was developed during the Rutgers University Hackathon, aiming to improve the commuter experience on NJ Transit. By combining data science with user-centric design, we've created a tool that helps passengers make informed decisions about their travel plans.

📝 How to Navigate Use the sidebar to access our main features: Delay Prediction: Get accurate delay forecasts for your journey AI Support: Chat with our AI assistant for instant help

Built With

• python-(pandas
• scikit-learn
• streamlit