Soumya Ranjan Maharana
Featured project
BusAlert Pro — Real-Time Bus Tracking with AI Delay Prediction
Public bus systems often lack real-time predictability, making it difficult for users to plan their travel efficiently. Passengers frequently face uncertainty in bus arrival times, missed buses, and inconvenient delays in reordering or rebooking their travel plans. This leads to poor user experience, wasted time, and reduced trust in public transport systems. Process 1. User Login / Entry User opens the app Logs in or continues as guest System detects current location 2. Search & Select Bus Route User enters destination System shows available buses + routes Displays: Bus number Estimated arrival time (ETA) Live tracking status 3. AI Prediction Layer System analyzes: Live GPS data Traffic conditions Historical bus delay patterns AI predicts: Accurate arrival time Delay probability 4. Travel Decision Screen User sees: “Bus arriving in 8 min (delayed by 3 min)” Alternative options: Next bus Faster route Nearby stop suggestion 5. Frictionless Reorder Flow (Core Feature) If user misses or wants to change plan: No need to re-enter details 6. Confirmation System Results 1. Improved Travel Experience Users get real-time and accurate bus arrival updates Reduced uncertainty about bus timing Less stress while planning daily commute 2. Faster Decision Making One-tap reorder / reschedule flow reduces manual effort Users can quickly switch buses or routes without restarting search 3. Reduced Waiting Time AI predicts delays and suggests alternatives early Helps users avoid missed buses and long waiting at stops 4. Smarter Public Transport Usage Better distribution of passengers across buses Reduced overcrowding in peak routes Optimized utilization of available buses Reflection Instead of normal rebooking: If bus is late or missed → system automatically rebuilds full travel plan Includes: Next best bus Walking route Nearby stop change
