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Show HN: MapMyLearn – AI tool that creates personalized learning paths

7•pablomiar•9mo ago
Hi HN,

I'm a solo developer learning to code, and I'd love to share my second real project: MapMyLearn, an AI-powered app that automatically generates personalized learning paths based on any topic you input.

What it does:

Takes a topic (e.g. "history of capitalism", "learn Rust", or "data storytelling")

Uses AI to break it down into a structured course with modules and submodules

Each submodule includes:

- Detailed, pedagogical content (developed based on online sources to mitigate hallucinations)

- A quiz of 10 questions

- Recommended resources

- An AI chatbot for Q&A

- Optional audio summaries

Everything is generated in minutes.

Why I built it:

As a lifelong self-learner, I was frustrated by the lack of structure in self-directed learning online. I wanted something that could give me direction quickly, and adapt to whatever I wanted to explore.

This project also served as a way to push my skills — full-stack development, prompt engineering, managing APIs, credit systems, and UI polish.

Stack:

- React (CRA) + Material UI

- FastAPI + Uvicorn (backend)

- Langchain, LangGraph for LLM orchestration

- Gemini-2.0-Flash + GPT-4o-mini-tts for AI

- Railway (auth + data + backend deployed)

- Vercel (hosting frontend)

Try it:

It's in free beta and I'm looking for feedback: https://mapmylearn.com/

Would love to hear your thoughts on the concept, the UX, or anything that could make it better. Thanks!

Comments

redstrategos•9mo ago
Seems interesting. I will test and reach out for feedback!

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