LearnWiz

A learning platform that crafts custom, hands-on, illustrated explanations that are easy to follow.

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One-liner: Tell us your goal → get the right explanation → practice it instantly in your browser.

Our Inspiration

Starting something new is hard—especially when you don’t know where to begin. In those moments, a great mentor makes all the difference: someone who maps the path, spots your sticking points, and keeps you going. LearnWiz brings that mentor-like experience to everyone by assembling the right lesson, animated visuals, and hands-on labs—tailored to how you learn—so everything feels clear, approachable, and genuinely motivating.

How It Works

  1. Tell us your goal. Share a topic and what you want to achieve.
  2. We learn your style. Using your learner persona, LearnWiz selects the best path.
  3. We build your session. You get concise text for self-paced reading and illustrated explanations that make concepts click.
  4. Practice instantly. A zero-setup, in-browser Python notebook launches with exercises that mirror the lesson.
  5. Adapt and improve. Quick checks provide feedback and tune difficulty on the fly.

Result: clear guidance, engaging visuals, and hands-on practice—no installs, no friction.

What Makes It Click

  • Zero setup: Learn and code right in the browser.
  • Dynamic lessons: Content assembles on the fly to match your level and interests.
  • Show & do: Animated visuals build intuition; interactive labs build skill.
  • Mentor-like pacing: The path adapts based on what you understand (and where you get stuck).

Tech Stack

  • Languages: Python 3.11; TypeScript; JavaScript
  • Backend: FastAPI; Uvicorn; Pydantic
  • LLM / Agents: Google Gemini (via google-generativeai, langchain-google-genai); LangChain; LangGraph
  • Visualization: Manim (programmatic video generation)
  • Frontend: React 19; Material UI (MUI); Axios; KaTeX / react-katex
  • In-browser Python: Pyodide; JupyterLite / Thebe (legacy assets); micropip
  • Notebook plumbing: Programmatic .ipynb export
  • Tooling: Docker; docker-compose; http-server
  • Testing (frontend): React Testing Library; Jest

Team & Skills

We shipped an end-to-end prototype in under 36 hours, combining backend services, visual content generation, and an interactive front end. Working theory: three teammates, roughly six collective brain cells, ample coffee.

See It Live

Swing by our booth for a live demo—we’ll walk you through lesson generation, the animated explainer, and the zero-setup notebook in action.

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