SIH Education Theme: AI-Powered Ideas
Education is personal. Every student learns differently. SIH education theme problem statements focus on making learning more accessible, personalized, and effective using technology.
Personalized Learning
- AI Tutor for Regional Languages – ChatGPT-like tutor that teaches in Hindi, Tamil, Telugu. Adapts difficulty based on student level. Tech: LLM API + curriculum mapping + React
- Adaptive Quiz Generator – AI generates questions based on what the student got wrong. Difficulty adjusts in real-time. Tech: Item Response Theory + LLM + Next.js
- Learning Path Recommender – Based on student’s goals, current skills, and available time, AI creates a personalized study plan. Tech: Knowledge graph + recommendation engine
Assessment & Grading
- AI Essay Evaluator – Auto-grades essays on structure, grammar, argument quality. Provides feedback. Tech: NLP + rubric-based scoring + Claude API
- Plagiarism + AI Detection – Detects both copied content and AI-generated submissions. Tech: Embedding similarity + perplexity analysis
- Skill Assessment Platform – Evaluates practical skills (coding, design, communication) through AI-driven tests. Tech: Code sandbox + LLM evaluation
Accessibility
- Sign Language to Text – Camera-based ISL (Indian Sign Language) to text converter. Tech: MediaPipe + TensorFlow + React
- Text-to-Speech Study Material – Converts textbook PDFs to audio in regional languages. Tech: OCR + TTS + translation API
- Dyslexia-Friendly Reader – Reformats text for dyslexic students (font, spacing, colors). Tech: Chrome extension + accessibility rules
Teacher Tools
- Automated Attendance via Face Recognition – No proxies, no manual roll call. Tech: Face detection + classroom camera
- Lesson Plan Generator – AI creates lesson plans aligned to NCERT/state board syllabus. Tech: RAG over curriculum + LLM
- Student Performance Predictor – Early warning system for students likely to fail. Tech: ML on attendance + grades + engagement data