DreamCanvas – AI-Powered Career Guidance Platform

DreamCanvas is an AI-powered career guidance platform designed to help students make informed career decisions through personalized recommendations and intelligent insights. The platform analyzes a user's skills, interests, and career goals to suggest suitable career paths using machine learning.

The application features a modern and responsive frontend built with React and a secure backend developed using Node.js and Express. A machine learning model built with Python is integrated to provide career predictions, while PostgreSQL is used for efficient data management. The platform also includes AI-powered features such as fraud detection for job postings to help users identify trustworthy opportunities.

To ensure scalability and ease of deployment, the application is containerized using Docker and follows modern development practices. DreamCanvas combines full-stack web development, AI, and cloud-ready architecture to deliver a seamless user experience while solving real-world career guidance challenges.