This project is a Cycle Renting and Tracking System integrated with an authentication system and a Generative AI model for personalized user experiences. It allows users to rent cycles from multiple locations, track their rides, and get AI-powered suggestions based on their riding patterns and preferences.
The system provides real-time tracking, user authentication, cycle availability insights, and personalized AI recommendations, making it a modern solution for cycle rental services in urban settings.
User Authentication: Secure sign-up, login, and session management using OAuth or JWT tokens.
Cycle Renting: Users can rent a cycle from any available location and return it to any other.
Ride Tracking: Real-time GPS tracking of cycles while rented. Generative AI Model: The AI model analyzes user data and suggests cycle routes or optimal times for renting cycles based on past behavior and user preferences.
Admin Dashboard: Admins can manage cycle inventory, track users, and view rental data.
Mobile Responsive: The website is mobile-responsive for ease of use on smartphones.
Next.js: Server-side rendering and static generation.
AWS: Scalable ML model hosting.
Gemini: Precision ML recommendations.
Vercel and Amplify: Fast, optimized deployment.
Render: Backend service hosting.
Cycle Tracking: Google Maps API
Database: DynamoDB
Cloud Services: AWS Lambda, AWS Cognito, AWS S3 (for storage)
Install my-project with npm
git clone https://github.com/TANJIRO1709/ServiceHub.git
cd ServiceHub
npm install
npm run dev
Add env variables of cognito , render deployment of backend
API key of google maps Sign Up / Login: Users need to sign up or log in to start renting cycles.
Renting a Cycle: Once logged in, users can view available cycles at different locations and rent one.
Tracking: While riding, the system will track the user's cycle in real-time.
AI Suggestions: Based on your usage, the system will provide personalized route or cycle renting time suggestions.
Scalability: Expand server resources on Vercel and AWS. Advanced ML Models: Integrate more sophisticated models. Add or remove cycles from locations View all active rentals Monitor user activities and cycle tracking
