MUMBAI, India, June 22 -- Intellectual Property India has published a patent application (202641048625 A) filed by Dr. M. Deepa; Boomika J; Dhanya R; and Durga V on April 16, 2026, for Scholarzone-Intelligent Scholarship Discovery,matching & Eligibility Assessment Platform.
Inventors include Dr. M. Deepa; Boomika J; Dhanya R; and Durga V.
The application for the patent was published on June 12, 2026, under issue no. 24/2026.
Abstract: ScholarZone is an intelligent scholarship discovery and eligibility assessment platform built using React, FastAPI, and Firebase, designed to bridge the gap between eligible students and available financial aid. Featuring a fully responsive UI, the platform enables students to register, complete a 15-field academic profile, browse 200+ verified scholarships, and receive Al-powered match scores with per-criterion explanations. The system integrates Groq API (llama-3.3-70b-versatile) for large language model-based eligibility scoring, FAISS vector search with sentence-transformers for semantic scholarship ranking, and Firebase Firestore for real-time data persistence. A Kanban-style application tracker allows students to manage scholarship lifecycle across six stages. Real email notifications via EmailJS deliver deadline reminders (7-day, 3-day, 1-day), weekly digests, and status change alerts to registered email addresses. An analytics dashboard with Recharts visualizations provides application status breakdown and deadline distribution. Role-based access, Firebase Authentication with JWT tokens, and Firestore security rules ensure data privacy and per-user isolation. ScholarZone delivers personalized, explainable, and actionable scholarship intelligence to students across all 28 Indian states and categor ScholarZone is an intelligent scholarship discovery and eligibility assessment platform built using React, FastAPI, and Firebase, designed to bridge the gap between eligible students and available financial aid. Featuring a fully responsive UI, the platform enables students to register, complete a l 5-field academic profile, browse 200+ verified scholarships, and receive AI-powered match scores with per-criterion explanations. The system integrates Groq API (llama-3.3-70b-versatile) for large language model-based eligibility scoring, FAISS vector search with sentence-transformers for semantic scholarship ranking, and Firebase Firestore for real-time data persistence. A Kanban-style application tracker allows students to manage scholarship lifecycle across six stages. Real email notifications via EmailJS deliver deadline reminders (7-day, 3-day, 1-day), weekly digests, and status change alerts to registered email addresses. An analytics dashboard with Recharts visualizations provides application status breakdown and deadline distribution. Role-based access, Firebase Authentication with JWT tokens, and Firestore security rules ensure data privacy and per-user isolation. ScholarZone delivers personalized, explainable, and actionable scholarship intelligence to students across all 28 Indian states and categories including SC/ST, OBC, Women, Disability, Merit, and Income-based scholarships.
Disclaimer: Curated by HT Syndication.
