Retail & Brands
ML, Data Engineering & Delivery at Scale
Solution Architecture & Integration

A personalised mobile platform aggregating second-hand retail shops under one digital roof to promote eco-friendly shopping.

Building the 6M+ Item Second-Hand Aggregator & Data Platform

6M+ products aggregated
200 stores unified
Real-time CO₂ & water savings
Second-Hand Aggregator & Data Platform

The Challenge

This platform began as a basic search tool for second-hand goods, with no accounts, watchlists or personalisation. It needed to centralise and search product data from 200+ stores and over six million items, add secure accounts and tailored recommendations, calculate and clearly show the CO₂ and water saved by buying second-hand, and move from a web search tool to a fast, personalised iOS and Android experience.

What We Did

We ran alignment workshops to design user management, a personalised recommendation engine and secure authentication, then implemented Firebase accounts and a tailored onboarding flow that captures category, brand and size preferences. A recommendation engine prioritises pinned items, watchlists and personal taste, backed by notifications, while Lucene-based search was scaled to stay fast across 6M+ items. We also integrated real-time CO₂ and water-saving data on product pages, turning sustainability into a visible reason to buy.

The Impact

6M+ second-hand products aggregated across 200 stores
A mobile app built from the ground up, lifting user retention through tailored daily and weekly notifications
Real-time carbon and water-saving metrics on every product
A scalable backend and mobile core ready for multi-country expansion

How We Delivered

Technology stack
React Native (iOS & Android) · Java · Spring Boot · Lucene search · MySQL · Firebase Authentication · push notifications.
Team & approach

A full-cycle mobile and backend squad - product and UX design, React Native mobile engineers, Java/Spring Boot and Lucene search engineers, and dedicated QA for search performance and data security.

Inside The Build

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