Lumina study buddy

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Inspiration

Lumina Study Buddy is an AI-powered study companion designed for Year 1 to 11 students. Built to transform homework and revision from a passive chore into an engaging, interactive experience, Lumina blends Socratic tutoring, visual diagram generation, gamified progress tracking, and reflective daily logging into a single platform.

🎯 The Vision & The Problem

The Challenge Students often face two extremes when seeking homework assistance:

Static answer sheets that provide solutions without building conceptual understanding.

Generic text search that lacks age-appropriate context, interactive visuals, or step-by-step guidance.

Furthermore, maintaining study consistency across multiple key stages requires ongoing motivation, structured goal-setting, and personalized feedback loops.

The Lumina Vision Lumina was created to act as a supportive Socratic mentor rather than just an answer engine. By encouraging students to ask questions, explore concepts visually, practice interactively, and log their daily reflections, Lumina turns studying into an empowering journey of discovery.

🚀 Key Modules & Experience

📊 1. Progress Hub Gamified Level Progression: Tracks student effort through an XP system. Every completed practice session and logged entry earns XP, advancing students through level milestones.

Syllabus Mastery Analytics: Visual charts powered by Recharts display real-time mastery across subjects (Mathematics, Science, English, History, and Languages), highlighting strengths and target areas.

📝 2. Homework Hero Socratic Guidance: Helps students unpack complex homework questions across key stages without simply giving away answers.

Grounding & Sources: Provides structured explanations, key formulas, and verified educational references.

⚡ 3. Practice Zone Dynamic Quiz Generation: Tailored practice questions generated according to student year group and target grade.

Instant Feedback & Explanations: Deep-dive explanations for incorrect answers to reinforce core concepts immediately.

🎨 4. Diagram Lab & Visual Media Generative Concept Diagrams: Transforms abstract topics (e.g., photosynthesis, fraction bars, circuit diagrams) into clear visual representations using Gemini image generation models.

Visual Learning Aids: Fosters spatial and visual reasoning for complex scientific and mathematical topics.

🎙️ 5. Live Socratic Tutor Interactive Voice & Audio Dialogue: Enables real-time audio interaction so students can "talk out loud" through difficult reasoning steps with an encouraging tutor voice.

🧠 6. What I Learned (Daily Reflection Log) Study Journals: Encourages metacognition by allowing students to record daily summaries, study duration, and learning moods.

Consistency Insights: Keeps historical records to help students and parents monitor study habits over time.

🛠️ Technical Architecture Frontend Stack: Built with React, TypeScript, and React Router, styled with modern Tailwind CSS.

Data Visualization: Leverages Recharts for real-time syllabus breakdown charts and progress tracking.

AI Engine: Powered by the modern @google/genai SDK, utilizing multi-modal models for text reasoning, Socratic dialogue, image generation, and audio synthesis.

Client Persistence: Uses client-side local storage engines to preserve user profile data, XP progress, and learning history seamlessly across sessions.

💡 Impact & Future Outlook Lumina Study Buddy bridges the gap between self-directed study and active mentorship. By rewarding effort through gamification, aiding comprehension with visual diagrams, and fostering daily reflection, Lumina empowers Year 1–11 learners to build lifelong confidence and curiosity.

What it does

How we built it

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for Lumina study buddy

Built With

• ai
• based
• hoemwork
• tutor