AI-Powered Full-Stack Smart Parking Application with Real-Time Space Prediction
PinsoutFull-Stack Application DevelopmentProject Objectives:
Create a full-stack application that predicts parking space availability using AI and allows users to book spots in real-time.
Project Tasks:
Design front-end for parking search, booking, and navigation.
Develop back-end databases for parking lots, users, bookings, and historical data.
Implement secure login and booking management.
Preprocess historical occupancy data for AI modeling.
Apply ML algorithms to predict space availability and optimize allocation.
Build dashboards for parking trends and analytics.
Implement notifications for available spots and booking confirmations.
Conduct testing for AI prediction accuracy, backend performance, and front-end usability.
Document full-stack architecture and AI workflow
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Machine Learning & Predictive Modeling (Occupancy Prediction, Optimization)Full-Stack Web Development (Frontend: React/Angular/Vue; Backend: Node.Js, Django, Or Flask)Database Design & Management (Sql/Nosql For Users, Bookings, And Historical Data)Api Development & Integration (Restful Apis For Real-Time Booking)Cloud Deployment & Notification Systems (Firebase, Aws, Azure, Push/Email Notifications)
