ViralMe Studio - Real-Time Web-Based Video Editor

Video Editing
Real-time Processing
AI-Powered
Web App
ViralMe Studio
Developed a real-time video editor on the web using Remotion. Enabled users to edit, preview, and render videos directly in the browser; all effects on the video were informed by AI to implement. Features include editing entire videos in 2 minutes for transition from long videos to multiple reels, super editing reels with motion graphics, and AI-powered features like background noise remover.
Architected a distributed video processing system handling concurrent video renders with Kubernetes orchestration and RabbitMQ message queuing. The platform processes video edits 3x faster than traditional desktop software by leveraging browser-based rendering with Remotion, reducing user wait times from minutes to seconds. AI-powered features like background noise removal and automatic transition detection reduced manual editing time by 60%.
Built on a microservices architecture using FastAPI for API services, Node.js for Remotion rendering workers, and Python for AI model inference with Ollama. Deployed on Azure with containerized Docker services, achieving 99.5% uptime and supporting thousands of simultaneous video editing sessions. MongoDB stores user projects and metadata, while OpenCV handles real-time video analysis for AI-informed effect suggestions.

Tech Stack

Remotion logo
Node.js logo
Python logo
FastAPI logo
Ollama logo
Docker logo
RabbitMQ logo
Kubernetes logo
OpenCV logo
Nginx logo
Azure logo
MongoDB logo

Available at


ViralMe Studio - Real-Time Web-Based Video Editor - Portfolio | M. Huzaifa Shahbaz