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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM55630
Volume:
9 |
12 |
Dec 2025
Pages:
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.
The system integrates a web-based teacher dashboard and a mobile student application for seamless interaction. A transformer-based Large Language Model (Gemini) is used for syllabus-driven question and answer generation. Teachers can upload syllabi, generate assessments, manage student doubts, and view analytics. Students access AI-generated materials and receive instant academic support through an AI chatbot. The backend is implemented using FastAPI with cloud-based storage and real-time synchronization via Firestore. Firebase Cloud Messaging enables real-time notifications. The system reduces teacher workload and improves response efficiency. Learning analytics support data-driven instructional decisions. Overall, the platform delivers a scalable and intelligent academic support solution.
KEYWORDS
Publication Date
12/29/2025
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
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