AI-Based Scholarship Recommendation System 🎓

This AI-powered scholarship recommendation platform helps students find the best scholarships based on their academic profile, skills, financial background, and interests. Using machine learning and NLP, the system provides personalized scholarship matches and streamlines the application process.

Key Features:

🔹 Personalized Scholarship Matching – AI analyzes academic history, interests, and financial needs to suggest the best opportunities.
🔹 Smart Search & Filters – Search by country, field of study, merit-based, need-based, and minority scholarships.
🔹 AI-Powered Eligibility Check – Automatically evaluates scholarship eligibility using user-provided data.
🔹 Application Tracking – Keep track of application deadlines, statuses, and required documents.
 

Tech Stack & AI Models:

• Frontend: React.js, Next.js, Tailwind CSS
• Backend: Node.js, Express.js, FastAPI (for AI modules)
• Database: MongoDB / PostgreSQL
• AI/ML Models:
  • NLP-based Matching (TF-IDF, BERT) for profile-to-scholarship matching
  • Decision Trees & Random Forests for eligibility prediction
  • GPT-based chatbot for application assistance
• Web Scraping & APIs: Fetch latest scholarships from university portals & funding organization
• Deployment: Netlify