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Curriculum/Artificial Intelligence/AI Project: Build Something with AI
90 minAdvanced

AI Project: Build Something with AI

After this lesson, you will be able to: Apply everything by designing, building, testing, and presenting a real AI-powered project.

Capstone project. Pick an idea, scope it, build it with API + (optional) tools, test it, and present. The point isn't novelty, it's shipping something real and learning from the friction.

Prerequisites:AI Ethics, Safety, and Alignment

Project ideas

Personal: study buddy that quizzes from your notes. Productivity: meeting summarizer that emails action items. Creative: code review bot that comments on your PRs. Educational: explainer that adapts to your level.

💡 Scope rules

Build the smallest valuable version. One feature, one model, one user. Polish later. 'Working' beats 'complete'. Ship in days, not weeks.

Project workflow

  1. 1

    1. Define the user + problem (1 sentence).

  2. 2

    2. Sketch the prompt + output format.

  3. 3

    3. Prototype on a chat UI first.

  4. 4

    4. Move to API once prompt is solid.

  5. 5

    5. Build minimal UI (Streamlit, Next.js).

  6. 6

    6. Add eval set: 5-10 inputs with expected behavior.

  7. 7

    7. Deploy somewhere (Vercel, the in-browser editor).

  8. 8

    8. Test with one real user.

  9. 9

    9. Iterate based on real feedback.

Presentation

Demo: 1-minute live walkthrough. Architecture: 1 diagram. Hard problem: what was the toughest bug? What you'd do differently: lessons learned.

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