FullScale (US client) · Frontend Developer / API Management · 2023 — 2024
AI Shorts — Video Generator for Real Estate
An AI short-form video generator for real estate listings — Figma designs translated into responsive production UI, with video effects, transitions, and programmatic image and text composition.
The problem
Agents needed listing videos without touching an editor. That meant composing video in the browser — effects, transitions, markdown-driven copy, and repositionable image and text layers — while keeping the interface responsive enough to feel like a design tool rather than a render queue.
Key decisions
Built the composition surface from Figma to production
Responsive production UI implemented directly from designs, including image resizing and free repositioning of image and text layers.
Fixed performance at the hook level
Render performance problems traced to incorrect React hook usage and dependency arrays rather than to the video pipeline — the cheapest fix was the correct one.
Owned the API surface and review quality
Configured Next.js API routes for the generation flow and reviewed pull requests across the team.
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Outcome
Shipped to production and in use by the client's real estate customers.
Stack
- Next.js 16
- React 19
- TypeScript
- Tailwind CSS v4
- OpenAI API
- Remotion