Genpeli — AI Video Pipeline
Genpeli is an AI pipeline that takes raw video and outputs social-ready clips. It uses speech analysis to find the best cut points, generates word-by-word captions, normalizes audio levels, and exports in the right format for each platform.
The Problem
Content creators spend hours manually cutting videos, adding captions, and reformatting for different platforms. The process is repetitive, time-consuming, and requires expensive editing software.
The Solution
Genpeli automates the entire post-production workflow. A judge model scores each potential cut on speech energy, sentence boundaries, topic changes, and hook words. The pipeline produces captioned, normalized, platform-ready clips — automatically.
The Outcome
What used to take hours of manual editing now runs in minutes. Creators upload raw footage and get back polished, captioned clips ready to post.
Key Features
- AI-powered cut detection — scores speech energy, sentence boundaries, topic changes
- Word-by-word captions with speaker-level timing
- Audio normalization and enhancement
- Platform-optimized export (vertical/square/horizontal)
- Serverless GPU processing via Modal.com
Technology Stack
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