Generative AI SaaS

Refine Rack

A sophisticated mobile-first web application that leverages Google's Imagen 3 and Gemini Pro to democratize product photography. It features a parallel AI pipeline that simultaneously refines images and generates SEO-ready descriptions, all wrapped in a secure, credit-based SaaS architecture with a custom admin dashboard.

Refine Rack Interface

Key Engineering Features

Parallel AI Pipeline

Simultaneous execution of image refinement (via Imagen 3) and product data extraction (via Gemini 1.5 Pro) for instant results.

Mobile-First Capture

Native-like camera integration with client-side auto-cropping, compression, and an immersive edge-to-edge UI.

SaaS Credit System

Built-in monetization logic with user credits, waitlist management, and a secure 'Admin Console' for user approval.

Global Showcase

A public-facing gallery that allows users to publish their best AI-generated assets to a shared community stream.

Under the Hood

Robust architecture designed for scale.

Frontend
Next.js (App Router)TypeScriptTailwind CSSFramer MotionLucide React
Backend & Data
Firebase FirestoreFirebase AuthenticationFirebase StorageNode.js (API Routes)
AI & Infrastructure
Google Vertex AI (Imagen 3)Google Gemini 1.5 ProFirebase App HostingSharp (Image Processing)

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