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CreatorScale Studios• Media & Entertainment
Scaling Realtime Video Clipper & Automated Editing Engine
Transformed raw 2-hour podcasts into 30+ viral TikTok & Reels clips automatically.
Tech Stack & Tools
TypeScriptNode.jsCloudflare WorkersConvexAWS MediaConvert
Project Impact & Results
- Output capacity expanded from 50 to 500 clips per month
- Turnaround time reduced from 5 days to 6 hours
- Zero server management cost with serverless edge architecture
Deep Dive & Architecture
# Automated Video Clipping Engine
### Executive Summary
CreatorScale needed an automated pipeline to scale short-form clip generation for top podcast creators.
### Engineering
Using Whisper AI for sub-second timestamp alignment and Cloudflare Workers for edge processing, the system renders branded short clips ready for social distribution.
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