This research addresses the unique challenges of using AI to generate modern front-end code (React, Vue) directly from visual designs.

Key Innovations:

• Novel data synthesis approach specifically tailored for front-end frameworks
• Improved ability for AI to understand and implement component-based architectures
• Enhanced capability to generate accurate and functional code that matches design intentions
• Engineering-focused solutions for real-world development challenges

Business Impact: This advancement could dramatically accelerate the design-to-code workflow, enabling faster prototyping, reducing development costs, and allowing engineers to focus on higher-value tasks rather than repetitive implementation work.

Advancing vision-language models in front-end development via data synthesis