YouTube Automation · Fast Whisper · 2026

AI Clipping Tool

An AI-powered master clipper for YouTube automation and shorts creation, leveraging fast-whisper for real-time transcription and intelligent clip detection.

The Problem

Content creators spend hours manually clipping long-form videos into shorts, with existing tools lacking accuracy in highlight detection and transcription speed.

The Solution

Built a Python-based clipping pipeline using faster-whisper for real-time transcription, LLM-based highlight detection, and automated vertical video formatting for YouTube Shorts/TikTok.