Marketplace for selling and buying physical products.
The client needed to automate and simplify uploading new items for selling by implementing noise-resistant automatic categorization of the uploaded products and reliable price prediction to enhance the UX.
Our team has built the computer vision solution to classify objects by photos. Our team improved the object detection and classification algorithm to be noise-resistant to images of the product that have other objects. Our team built a clustering algorithm specific to the customer's category hierarchy that always changes due to different reasons. This pipeline was completely automated and all the algorithms ran periodically to make sure all the data is up to date on the marketplace's site.
Our team owned research and development of ML/AI part of the product. We've significantly simplified the process of the product upload in the marketplace mobile apps. This increased user satisfaction and user retention.
Our engineers has been involved in the development of the AI algorithms to increase user retention of the marketplace. Later on we've been owning the AI part of the product and continue to build strategy of the AI part as well as development and improvement of the existing algorithms.