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05 / 17 · Multimodal AI & Media Systems

CampaignCraft: Multimodal AI Video & Ad Studio

Automated video advertising studio generating multi-scene commercials from text prompts.

CampaignCraft: Multimodal AI Video & Ad Studio
Multimodal AI & Media Systems
Architecture & Overview

CampaignCraft automates commercial advertising production from a simple prompt into finished video campaigns. It coordinates Gemini 3.8 Flash for creative scriptwriting, storyboard generation, Gemini Omni 1.1 Flash for video rendering, and Lyria for background music. A server-side FFmpeg engine mixes audio ducking and subtitles in under 60 seconds.

The Problem

Creating high-impact advertising video campaigns requires disparate creative directors, storyboard artists, video editors, and audio mixers, leading to weeks of turnaround time and high production overhead.

The Approach & Implementation

Constructed an automated production state machine uniting Google Gemini multimodal models with a Go/Node FFmpeg media compositing engine, real-time render queue, and interactive timeline editor.

Measurable Outcome

Reduced commercial video campaign creation time from 2 weeks to under 60 seconds, outputting production-ready 16:9 and 9:16 advertising packages.

Technologies & Skills
Gemini 3.8 FlashGemini Omni 1.1Lyria 3.5FFmpegNext.js 15React 19TypeScriptTailwind CSS
Key Verification Metrics
End-to-end automated narrative script to video compositing
Gemini Omni 1.1 Flash video + Lyria 3.5 music synthesis
Server-side FFmpeg timeline mixing and audio ducking
Sub-60s multi-scene campaign package rendering
Project Availability
View Repository
Codebase showcase · Live deploy upon request