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platform · marketplace

DaVinci Brain

DaVinci Brain screenshot 1

The problem

Restaurant operators and distributors lacked an efficient way to connect, discover products, and manage purchasing — leading to inefficiencies in the supply chain, poor pricing visibility, and limited distributor reach.

What we built

Simple123 — a marketplace platform that connects restaurant operators and distributors, enabling product listing, bid-based purchasing, a dashboard for tracking opportunities, and salesperson management with area assignments.

Our role:

• Developed an analytics platform for insightful and efficient querying. • Refactored a complex schema into a normalized structure to enhance query performance. • Designed and implemented deployment pipelines using GitHub Actions, AWS ECS, and AWS ECR. • Optimized query latency from 10 seconds down to milliseconds. • Built data ingestion pipelines to process and map invoices directly to the database.

The outcome

A structured, competitive marketplace that streamlines the distributor-restaurant supply chain, dramatically improves query performance, and expands distributor reach through a scalable, efficiently deployed platform.

built by Aayamlabs