← BACK TO PROJECTS
AIFULL STACK

STORY STREAM AUTOMATION

May 2025 - Aug 2025WEB APP

SNAPSHOT

End-to-end script-to-video automation system with custom render engine, AI generation, and fast multi-resolution export.

THE PROBLEM

Creating polished video content from text stories requires hours of manual editing and production work.

THE RESULT

Engineered a complete AI-powered video automation pipeline, reducing production time from hours to under 2 minutes with 15x faster rendering than MoviePy.

HOW IT WORKS

Engineered a complete AI-powered video automation pipeline transforming text stories into polished video content using a custom video editor, reducing production time from hours to under 2 minutes. Architected a modular video processing engine with 15+ text animations (typewriter, glitch, bounce) and smart media effects, delivering 15x faster rendering than MoviePy. Integrated AI-driven TTS, image generation, and precise audio transcription with timestamp synchronization, enabling fully automated script-to-video workflow with multi-resolution support.

TECH STACK

PythonOpenCVNumPyTTSLLMCustom Engine

TAGS

video automationcontent pipelinerender engineai mediaproduction tooling

REFERENCES