Cloud Architecture|Case Study
Onnow: Impact-Driven Cloud Kitchen
Ecosystem for Virtual Brands and Operations
Express.jsMongoDBDockerRedisaamarPaySSLWirelessGitHub Actions
Project Overview
Implemented a multi-tenant Node.js architecture with role-based access and automated analytics, enhancing efficiency and strategic insights for virtual restaurant operations.
Developed a cloud kitchen solution for restaurant chains, optimizing virtual menu management and revenue growth via multi-tenant architecture.
Objectives & Challenges
- Kitchen Operations: Order routing, meal preparation workflows, and performance tracking.
- Multi-tenant Architecture: Enable multiple virtual brands to operate simultaneously.
- Automated Analytics: Real-time insights and revenue growth projections.
- Custom CI/CD: Ensure high reliability with GitHub actions flowing into Docker deployments.
Infrastructure & Routing Logic
Overcame immense cloud kitchen routing complexity by engineering smart logic to separate order items dynamically into different physical prep stations based on virtual brand.
Dockerized the full monolithic API to allow seamless scaling instances backed by Redis queues for tracking delivery riders.
Measurable Impact
| Key Metric | Before | After |
|---|---|---|
| Order Processing | Slower, disconnected workflows | Full status progression within 45 mins |
| Order Completion Rate | ~65% completion rate | ~75% (13% improvement) |
| Average Order Value | ~450 BDT | ~600 BDT (33% increase) |
Interested in working together?
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