Lernova

Abstract

Lernova is an intelligent and AI-powered career guidance and personalized learning platform designed to help users discover their skills, interests, and suitable career paths by analyzing their digital footprint. The system integrates data from multiple platforms such as YouTube, GitHub, Reddit, Instagram, and documents to understand users’ learning patterns and preferences. Using advanced technologies like Gemini AI, Firebase, and API integrations, Lernova generates personalized learning insights, career recommendations, and structured learning roadmaps. The platform also provides an interactive dashboard where users can track their progress, learn directly through curated resources, and earn certifications. Additionally, an AI mentor assists users with guidance, while an admin module ensures efficient system monitoring and management. Built using React.js for the frontend and Python Flask for backend processing, Lernova offers a scalable and user-friendly experience. By combining AI-driven analysis with personalized education, Lernova enhances skill development, reduces learning gaps, and supports users in achieving their career goals effectively.