A Generative AI-powered platform that creates and adapts personalized learning journeys for students — tailored to their goals, skills, and learning style.
Built for students, educators, and EdTech innovators seeking scalable, intelligent course guidance.
“Design an agentic AI system that generates personalized educational roadmaps using LLMs.”
- Uses Large Language Models (LLMs) to understand:
- Student goals (e.g., become a full-stack dev)
- Skill levels (beginner/intermediate/advanced)
- Learning preferences (videos, hands-on, text-based)
- Dynamically adapts pathways as students progress.
- Integrates with:
- 📚 GenAI summarizers
- 📌 Recommenders
- ❓ AI-generated quiz/question banks
- Helps tackle:
- ❗ Curriculum overload
- ❓ Unclear career directions
- 🧩 One-size-fits-all learning models
- Builds confidence and clarity for learners.
- Works across:
- Universities & colleges
- MOOCs & online platforms
- Career counseling apps
- Supports multilingual learning with localized GenAI content.
- 🎯 EdTech is a booming GenAI use case.
- Schools & companies want AI-based learning assistants.
- Can integrate with existing LMS like:
- Moodle
- Google Classroom
- Canvas
Includes support for:
- 🤖 GPT-powered doubt clearing assistant
- 🧩 Prerequisite tree generation
- 💡 AI-generated project & capstone ideas
- 🧠 RAG (Retrieval-Augmented Generation) to access real-time online learning content
- 🗺️ “Chat with your curriculum” chatbot
- 📈 Visualize learning paths with graph-based interfaces
| Category | Tool / Framework |
|---|---|
| LLM Backbone | OpenAI / Claude / Mistral / Gemini |
| Backend | Python (FastAPI) / Node.js |
| Frontend | React.js + TailwindCSS |
| AI Services | LangChain / RAG / Pinecone (vector DB) |
| UI Toolkit | shadcn/ui or Material UI |
| LMS Integration | Google Classroom API / Moodle API |
| Role | Name | Responsibility |
|---|---|---|
| 💡 Idea Lead | Hamza Uzzaman | Concept, roadmap architecture |
| 🤖 AI Dev | Pritisha Hazra | LLM integration, prompt design |
| 🖥️ Frontend | Apurba Roy | UI/UX, chatbot UI, roadmap viewer |
- 🔓 Make learning open, smart, and personal
- 📚 Reduce confusion in curriculum and career selection
- 🌍 Scale across institutions and cultures
- 🎤 Voice-based conversational learning agents
- 🧬 GenAI-driven career simulation & roadmap branching
- 📱 Launch as mobile app MVP for beta testers
This project is licensed under the MIT License.
Feel free to fork, extend, or collaborate!
- Thanks to our team, mentors, and the hackathon organizers.
- Powered by Generative AI, curiosity, and coffee ☕.