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Celoyn Shorts Engine

Data-driven pipeline for faceless AI-Shorts production — one JSON config and one command renders a complete short with AI voiceover, animated scenes, and captions.

//The Problem

Producing consistent, branded video Shorts by hand takes hours per video. The bottleneck isn't creativity — it's the repetitive assembly: voiceover, scenes, captions, timing.

//My Role

Solo builder — pipeline architecture, Remotion scene system, and TTS integration.

//Key Decisions & Work

  • Designed a data-driven architecture where one JSON file defines every per-video variable; scenes are reusable React components that read from a typed config.
  • Integrated edge-tts for neural voiceover and ffmpeg for final assembly, orchestrated by a Python pipeline — one command builds the complete short.
  • Open-sourced the engine (v1.0.0) with a React web UI in development.

//Impact

  • Cuts per-video production from hours to minutes: edit one JSON, run one command.
  • Public on GitHub and powering a real weekly content channel.

Tech Stack

Remotion 4React 19TypeScriptPythonedge-ttsffmpeg