Hey ! :) I built D8A Academy, a plateform to help aspiring data analyst practice their skills, build their portfolio and find a job. I've been working on this project since 6 months and developed the whole web-app with bubble.

The app allow the users to: - Get the perfect roadmap to learn Data analysis - Do real-life data projects and get corrected by senior data analysts - Create an online portfolio in less than 5 min - Get shareable learning ressources from the community - Get their resume review by professionals. We have an average of 8 paying students/month since the launch in November and I am still working on making the app better.

Experimenting a lot with AI, one thing became clear: AI can match your design vision, but only if you are specific. Vague prompts = generic results.

So here is my current process using Figma Make, before I build anything, I ask AI to analyze the design language of a screenshot to build a design system first. Think of it as a style guide where colors, typography, and spacing are all locked in. Once that foundation is there, I use that same design system to build my application, website, whatever the project is.

The result? Way more consistent outputs and a lot less back and forth.

Style first, build later, makes total sense. Feels like treating AI as a junior designer instead of a magic box.

Give Cursor AI a shot too