AI demo → production SaaS.
Auth, real-time room updates, secure asset pipeline, beta users, CI/CD, Cloud infra. Built for early founders who need execution certainty
Overview
Mogulplex began as a simple AI-generated 3D room demo with no backend, user system, or persistence. The founder needed support converting the prototype into a real product with authentication, real-time editing, and a secure infrastructure capable of onboarding real users.
Starting Point
- AI-generated demo (HTML + JS, Three.js)
- No backend, database, or persistence
- No authentication or user model
- No content moderation or security controls
- No deployment pipeline
- Not viable for beta users or public access
Objective
Build a production-ready SaaS platform with:
- Multi-user rooms
- Real-time collaboration
- Secure media handling
- Authentication + environments
- Scalable cloud infrastructure
- Foundation for product growth and iteration
Solution Delivered
I implemented a complete production-grade architecture and application:
Application
- Live room creation and collaboration
- Real-time playback and shared interactions
- User authentication + account management (Clerk)
- Room editing with persisted state
- Shareable room hosting
Infrastructure
- AWS serverless application stack (Lambda, DynamoDB, S3, CloudFront)
- CI/CD pipeline with dev + prod environments
- Secure asset storage with automated moderation pipeline
(Google Safe Browsing + AWS Rekognition) - Fault-tolerant deployment for user-safe releases
- Cost-efficient, scalable cloud foundation
Results
- Prototype → Production-ready SaaS
- beta users onboarded
- 100+ rooms created
- Secure, scalable backend and structured CI/CD processes
- Beta launch targeted for December
Founder Outcomes
- Working SaaS vs demo prototype
- Clear tech foundation and product roadmap
- Faster iteration path for future features
- Reduced founder execution risk
Tech Stack
- AWS (Lambda, API Gateway, DynamoDB, S3, CloudFront)
- Clerk
- Google Safe Browsing API
- AWS Rekognition
- Three.js
- CI/CD pipeline
Status
Ongoing collaboration and feature iteration
Beta staged and ready for public expansion