A full-stack B2B SaaS platform for YouTube creators. An AI-powered growth consultant with gamification, multi-model AI routing, video frame analysis, crystal economy, and an 11-phase creator journey — from zero to sustainable success.
YouTube creator tools today are shallow — they show you metrics you can already see in YouTube Studio. They don't understand your constraints (budget, time, equipment), don't adapt to your style, and don't provide genuine strategic guidance. Creators need a personal consultant, not another dashboard.
A comprehensive creator operating system that guides users through an 11-phase journey. It combines a multi-model AI consultant (routing between Claude, Grok, Gemini, GPT, DeepSeek based on task type and budget), video analysis with GPU-accelerated frame extraction via Modal, a gamification system with crystals and challenges, a crystal shop with tiered rarity, competitive analysis playbooks, brand bible creation, and AI-powered script/shot-list generation.
This is the most technically complex project in my portfolio — 44+ database migrations, 25 API domains, and a growing React component tree. The biggest challenge was building a task-aware AI routing system that balances cost vs quality across 6 different providers. Grok is 30x cheaper than Claude for simple conversations, but Claude is better for complex reasoning — the router handles this automatically. Another hard lesson: YouTube/TikTok block datacenter IPs from downloading videos, so I deployed a self-hosted Cobalt instance on Railway as a workaround. The gamification system taught me database-driven architecture — all challenges, rewards, and shop items are configured via an admin panel, not hardcoded.