About

Please don't apply if you have not worked with video-related platforms or something in the creator economy Full Stack AI Engineer for Viral Video Platform Project Overview: We are building an advanced hooks intelligence platform. We want to analyze high-performing short-form videos, extract patterns, classify hooks, score virality, and allow users to filter results by niche, performance, and hook type. We need a developer who can build the core engine and API infrastructure. What You’ll Build • A system that processes supplied or legally obtained short-form content • Automated analysis pipelines that detect patterns in the first 3 seconds • Hook extraction using LLMs or custom models • Virality scoring • Niche classification • Search and filtering (by hook type, niche, virality, creator, etc) • Admin dashboard for reviewing, editing, and approving hooks • API endpoints for integration into the Master Hooks app Ideal Skills You don’t need all of these, but the more the better. AI and ML • Experience with Gemini API, OpenAI API, or Claude • NLP and video feature extraction • Ability to build custom LLM pipelines • Semantic search, embeddings, vector databases Backend • Python or Node • FastAPI or Express • Experience working with video data • Video processing libraries (FFmpeg, etc) Frontend (optional but helpful) • React or Next • Dashboard UI experience Data • Working with large video datasets • Storing and indexing metadata • Vector DB (Pinecone, Weaviate, Chroma) Responsibilities • Build the hook analysis pipeline from scratch • Build APIs for scoring hooks and classifying videos • Set up automated ingestion pipelines for approved video sources • Build internal tools for testing hook quality • Optimize speed, cost, and reliability Who You Are • You’ve built AI powered apps before • You understand content virality • You move fast and ship • You handle ambiguous problems and create structure • You enjoy building core systems from zero Deliverables • Working backend and API • Fully functional video analysis system • Initial dashboard for testing • Documentation • Ongoing improvement and maintenance (optional) Budget & Duration Open, depending on skill level. Looking for someone who can start immediately. How to Apply Please include: • Examples of similar AI products you’ve built • Experience with video analysis or hook detection • Your preferred tech stack • Estimated timeline to build V1