Personal ProjectFeatured

MakeYourApp.ai: Sketch + Voice to React App in 60 Seconds

Builder & UX Architect|

2 months

3min → 60sec (67% faster than no-code tools)

Time to Preview

GPT-4o Vision: 89% component detection

UI Extraction Accuracy

92% of generated components work without edits

Code Quality

None (no coding) → React apps in 60sec

User Skill Required

The Challenge

Non-technical users have app ideas but can't prototype them. Wireframing tools require design skills, and no-code builders have steep learning curves. Needed a system where someone could sketch a UI on paper, describe it verbally, and get a working React app in under 60 seconds — no coding, no tutorials, just natural interaction.

The Approach

Built FastAPI system combining GPT-4o Vision for sketch analysis, Whisper for voice transcription, Claude Sonnet 4 for React code generation, and Sandpack for browser-based preview. Workflow: (1) User uploads sketch photo, (2) GPT-4o Vision extracts UI components and layout, (3) User describes functionality via voice, (4) Whisper transcribes to text, (5) Claude generates React component code with Tailwind CSS, (6) Sandpack renders live preview. Added iterative refinement — user can request changes via voice.

Key Learnings

Multimodal AI (vision + voice) unlocks accessibility for non-technical users
Sandpack browser preview removes deployment friction — instant feedback loop
FAILURE: First version tried to handle complex multi-page apps — broke on navigation flows. Pivoted to single-component focus.
The most impressive AI products are the ones that feel like magic to non-technical users