AI Image & Video Generation Platform
Senior AI Full Stack Developer
Production-ready AI image and video generation platform with mobile app, backend infrastructure, admin dashboard, and scalable cloud architecture on Google Cloud.
Problem
The product needed a unified way to offer AI-generated images and videos to mobile users, with reliable auth, billing, content moderation, and operations tooling—not a collection of one-off scripts.
Solution
Led full-stack delivery: multi-provider AI generation workflows, Node.js REST APIs, Firebase authentication and data layer, admin panel for users and analytics, subscription payments, and App Store release—deployed on Google Cloud.
Solution Architecture
Mobile clients call Node.js REST APIs that orchestrate generation jobs across OpenAI, Kling AI, Seedance, and Nano Banana. Async job handling and storage on GCP keep long-running video tasks off the request path; Firebase secures user sessions and persists app state.
Mobile + Backend Design
Native mobile experience for creation flows and asset delivery; Firebase Auth for identity; Firestore or Realtime Database for user data and generation history; admin dashboard for support, content review, and usage analytics.
AI / Python Services
Provider-specific adapters normalize prompts, aspect ratios, and webhooks across OpenAI and third-party video models. Rate limits and quotas enforced server-side before calls hit paid APIs.
Technical Challenges
Coordinating heterogeneous AI providers with different latencies and failure modes, controlling cloud cost at scale, and keeping the admin view consistent with what users see in the app.
Outcome
Shipped a production platform spanning mobile, API, admin, and cloud—ready to scale generation workloads and monetize through subscriptions.
Key features & tech
- AI image & video generation workflows
- OpenAI, Kling AI, Seedance & Nano Banana integrations
- Node.js backend & REST APIs
- Firebase Auth & database management
- Admin panel for users, content & analytics
- Google Cloud deployment
- Subscription & payment integration
- AI App Development
- Node.js
- Google Cloud Platform
- OpenAI API
- Firebase
- Kling AI
- Seedance
- Nano Banana