Product & App Engineering

Sinzo

From supplier data to a China-to-India commerce product

Supplier-data scraping and AI engineering for a cross-border shopping and warehouse platform.

Sinzo demo - the storefront introduction

The project

Indian buyers needed usable product information from multiple Chinese suppliers, with warehouse tooling to support the operation. Further commerce development is currently paused.

About these images

Presentation demo — not a production walkthrough.

Industry: Cross-border commerce
Our role: AI & data engineeringIdentity & product designWeb & mobile developmentWarehouse software
Technology: Next.jsExpressOpenAI APIs
Supplier sourcing scope: 500,000+ supplier SKUsAuthorised vendor data

From supplier records to commerce workflows

We built the supplier-data pipelines and integrated the AI services. Work on the cart and order flows is still in progress.

Import supplier data
Built scraping pipelines to bring authorised vendor records from AliExpress and Pinduoduo into Sinzo.
Prepare the catalogue
Translate descriptions, remove duplicates, map categories, convert prices, process images and prepare stock updates.
Deploy the AI services
Deployed a dedicated LLM with inference engineering and integrated OpenAI APIs. The AI work covers catalogue processing and shopping assistance.
Commerce integration — in progress
Ongoing work covers selected variants and quantities, cart checks for stock, price and ownership, and server-side order creation.