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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

  1. 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.

  2. 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.

  3. Owned the API surface and review quality

    Configured Next.js API routes for the generation flow and reviewed pull requests across the team.

Screens

AI Shorts video generator main composition view
AI Shorts template selection interface
AI Shorts video effects and transitions panel
AI Shorts image and text repositioning controls
AI Shorts rendered video preview

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