all work
QuickAI – Full-Stack AI Web App
A full-stack AI web application that provides article generation, blog title generation, and AI image generation through one authenticated application experience.
3
AI generation workflows
Full-Stack
frontend + backend
API
AI service integration
Cloud
deployed application
The problem
AI capabilities become significantly more useful when they are integrated into a complete application rather than presented as isolated API demonstrations. The challenge was connecting multiple AI services with authentication, persistence, APIs, and a usable product interface.
//What I built
- React-based frontend application with reusable components and authenticated user workflows.
- Node.js and Express backend providing application APIs and business logic.
- Multiple AI API integrations for article, blog-title, and image generation.
- Secure authentication and user access management.
- PostgreSQL database integration for application data.
- Cloudinary integration for AI-generated image storage and delivery.
- Production deployment covering both frontend and backend environments.
//Architecture highlights
- React/Vite frontend communicates with a Node.js/Express API layer.
- Backend services handle authentication, application logic, database access, and AI API communication.
- AI providers are integrated through backend services rather than exposed directly to the client.
- PostgreSQL provides persistent application data storage.
- Cloudinary handles generated image storage and delivery.
//The AI layer
- Integrated generative AI APIs into real application workflows.
- Separated AI service communication from the frontend through backend APIs.
- Implemented multiple AI capabilities within one authenticated product experience.
//Impact
- Demonstrates hands-on AI application engineering rather than AI-only experimentation.
- Connects AI services with authentication, persistence, APIs, and cloud infrastructure.
- Provides a complete example of taking generative AI capabilities into a deployable full-stack application.
ReactViteNode.jsExpressJavaScriptPostgreSQLAI APIsCloudinaryREST APIsAuthentication