ClipForge AI
ClipForge AI is an AI-powered video clipping platform that transforms long-form videos into short, engaging, viral-ready clips automatically. It uses smart scene detection, subtitle generation, emotion analysis, viral score prediction, and one-click publishing for creators, marketers, and businesses.
Content creators spend hours manually editing long videos into short clips for YouTube Shorts, Instagram Reels, and TikTok. Finding viral moments, adding subtitles, resizing formats, and publishing across platforms is time-consuming and repetitive.
Built ClipForge AI to automate the entire short-content workflow using AI. Users upload a video or paste a YouTube link. The system analyzes content, detects engaging moments, generates clips with subtitles, assigns viral scores, supports multiple aspect ratios (9:16, 16:9, 1:1), and enables direct publishing or scheduling.
Handling large video processing efficiently, subtitle accuracy, multi-format export support, YouTube OAuth integration, background jobs for scheduling, analytics syncing, and optimizing FFmpeg rendering performance.
Built scalable full-stack architecture, integrated AI workflows, handled video processing pipelines, OAuth authentication, cron scheduling, analytics dashboards, database optimization, and production deployment workflows.