Matching product to category tree automation

For a large e-commerce business, it's crucial to match its products with the merchants' offers as fast as possible. With the COVID-19 and rapid increase in online shopping, it came to a boiling point. Our client, an online platform of diverse goods, wanted to automate the onboarding of new merchants.

We created a web-based application powered by a machine learning model to match the merchant’s product to the relevant category tree. We praise the FastAPI for its simple documentation, built-in perks, and development speed. It allowed us to come up with a simple application design in a short amount of time. Our deep learning model was able to predict the whole category tree to its leaves based on the title and product description only. This process can be transferred to any e-commerce platform with both deep and wide category trees to achieve the speed boost in terms of onboarding new resellers.

Industry: E-commerce
Technologies: Docker | FastAPI | Python

Other case studies

Fraud detection for Polish Ministry of Health

Fraud detection for Polish Ministry of Health

Fraud detection for Polish Ministry...

GovTech Polska is using the competition formula to involve tech startups in solving state-scale technological challenges through Artificial Intelligence and Data Science. The central entity is the public sector, which reports challenges and looks for modern ways to solve them but the indirect beneficiaries are of course citizens. 

LogicAI Team

22 Nov 2022