A next-generation adaptive learning framework bridging the ruralโurban educational divide through AI, immersive gamification, and personalized skilling for every Indian student.
Shreeyash College of Engineering & Technology ยท Department of Computer Engineering
This IEEE research project was made possible under the exceptional guidance of our faculty mentor, who provided critical insights into AI architecture and educational innovation.
Dr. Sohel Rana is a distinguished academician serving as the Head of Department for VLSI at SYCET. His expertise bridges hardware intelligence and software systems, making him an invaluable guide for our AI-powered educational framework. Under his mentorship, our team developed the AIFF architecture that integrates adaptive LLMs with evidence-based gamification to serve students across India's rural-urban divide.
AI-Based Fusion Framework is a multi-module educational architecture delivering adaptive, personalized, gamified skill development for all students regardless of their geographic or economic context.
Fine-tuned LLMs providing conversational tutoring, formative assessment and content personalization in real-time based on each student's unique learning profile.
Evidence-based game mechanics with reinforcement-learning Dynamic Difficulty Adjustment, narrative quests, badges, collaborative raids and immersive storylines.
4Cs framework (Creativity, Critical Thinking, Communication, Collaboration) scaffolded across Bloom's Taxonomy tiers, covering 5 domains from digital literacy to STEM.
Offline-first, 12 regional language support, edge AI inference, low-bandwidth optimization, and shared-device modes โ designed for rural India from day one.
Interactive learning for Classes 1 through 10 โ choose your grade and dive into AI-powered adventures!
Nine research-backed game mechanics that make learning irresistible for students of every age.
Adaptive quizzes with instant AI feedback. Level up as you answer โ questions get harder as you improve!
Play Now โSpaced repetition flashcards powered by AI. Flip, learn and memorize with satisfying animations.
Try Now โSubject-based word search puzzles that reinforce vocabulary in a fun, timed challenge mode.
Hunt Now โRace against time solving maths problems. Earn stars, beat your high score, and level up your skills!
Blast Off โAI-powered collaborative storytelling that builds reading comprehension and creative writing skills.
Create โConduct virtual science experiments safely in your browser. Mix chemicals, test hypotheses, discover!
Experiment โA deeply integrated, bidirectional system where every module informs every other โ real-time learner model updates drive personalization at millisecond speed.
Real-time estimation of student mastery for every concept using BKT โ slip probability, guess probability and learning rate.
RL agent adjusts challenge level, reward frequency, social mechanics and narrative pacing to maintain optimal flow state.
Detects at-risk students 4โ6 weeks earlier than conventional observation with 0.83 precision and 0.79 recall.
AES-256 encryption, DPDPA 2023 compliant, on-device learner model for rural profile. Student data rights portal included.
Join thousands of students across Maharashtra experiencing AI-powered personalized education โ whether you're in a village school or a city classroom.