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Ivan Mamontov

Ivan Mamontov

Over 10 years of professional experience in software architecture, design, development, and support. Specializing in E-Commerce, Information Retrieval, and Machine Learning applications.


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Semantic search for the chemicals B2B marketplace: A Knowde case study
Case Study
Semantic search for the chemicals B2B marketplace: A Knowde case study
Case Study Semantic search for the chemicals B2B marketplace: A Knowde case study

Knowde, a leading digital marketplace for ingredients, polymers and chemistry, was looking to provide more relevant, timely, and personalized search experiences for their customers. Following a MACH approach to composable commerce, we implemented a powerful new search system that supports: mul...

Virtual backgrounds: real-time deep semantic segmentation on mobile devices
Article
Virtual backgrounds: Real-time deep semantic segmentation on mobile devices
Article Virtual backgrounds: Real-time deep semantic segmentation on mobile devices

Working from home was never more fun than these days of pandemic and lockdowns. We all stay connected with video conferencing,  and, with obvious benefits of seeing friendly faces of our colleagues, we get all the drawbacks of exposing not-so-glamorous aspects of our work-from-home lives...

Moving from Endeca to Elasticsearch: High-performance auto parts search
Article
High-performance auto parts search: Moving from Endeca to Elasticsearch
Article High-performance auto parts search: Moving from Endeca to Elasticsearch

According to Hedges & Co. report, US online sales of auto parts and accessories amounted to $12B and, while new car sales projection are looking bleak, the future of the automotive aftermarket is quite positive. Both specialized auto parts retailers and online commerce powerhouses like Amazon...

How to implement autocomplete search for large-scale e-commerce catalogs
Article
How to implement autocomplete search for large-scale e-commerce catalogs
Article How to implement autocomplete search for large-scale e-commerce catalogs

A customer of ours, one of the largest omni-channel retailers in the US, was having issues with product discovery. Their e-commerce site had a massive catalog with hundreds of thousands of SKUs, a modern e-commerce backend and a powerful search engine, yet the conversion was less than stellar. Fr...

Why e-commerce search engines must be aware of inventory
Article
Why e-commerce search engines must be aware of inventory
Article Why e-commerce search engines must be aware of inventory

In online commerce, catalog navigation functionality is one of the key aspects of the overall user experience. Customers spend the majority of their time on the site discovering and selecting products and making purchase decisions. The mission of quality search and browse functionality is to prov...

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