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AI Creative Agent Specialist – Google Antigravity / Agentic Video Ad Production
UpworkUSNot specifiedintermediate
FFmpegLLM Prompt EngineeringAI Agent DevelopmentPythonAPI Integrationantigravity
AI Creative Agent Specialist – Google Antigravity / Agentic Video Ad Production
Project Overview
We are looking for an experienced AI workflow specialist who can build and manage a fully functional creative production pipeline using Google's Antigravity platform. The goal is to develop an agentic system capable of analyzing brand-level video ads and producing remixed, product-specific creative content — at scale — without a traditional production team.
This is a hands-on build project. You will set up, train, and package an Antigravity agent that handles the full workflow from reference footage analysis through final video output.
What You'll Build
A structured Antigravity workspace with organized input/output/tools/agent folder architecture
A video analysis tool using the SEAL CAM framework (Subject, Environment, Action, Lighting, Camera angle, Camera movement) connected via Gemini API
A prompt generation layer that translates scene analysis into detailed image and video prompts customized to a target product
Integration with Airtable for visual production tracking across scenes and assets
Image generation via Flux Kontext Pro and video animation via Cling 2.6, both accessed through a KeyAI aggregator API
Final video assembly using FFmpeg, including logo overlay and basic branding elements
A packaged skill file (markdown) that makes the entire workflow repeatable and agent-readable for future sessions
Ideal Candidate Has
Hands-on experience with Google Antigravity or comparable agentic platforms
Familiarity with AI image/video generation models (Flux, Cling, Runway, or similar)
Comfort working with APIs (Gemini, Airtable, KeyAI or equivalent)
Experience with FFmpeg for video processing
Ability to document workflows clearly so the trained agent — and our team — can reproduce results independently
Project Type: Fixed price or hourly, open to discussion
Engagement: Part-time, project-based to start — with potential for ongoing work as we expand this capability
Experience Level: Intermediate to Expert
To Apply
Please include examples of agentic AI workflows you have built, any video or image generation projects, and a brief description of your experience with Antigravity or similar platforms.
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