
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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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...

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...

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...

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...

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...