Ilya Katsov

Ilya Katsov

Ilya joined Grid Dynamics in 2009, and soon started leading engagements with a number of major retail and technology companies, focusing primarily on Big Data, Machine Learning, and Economic Modeling. He is currently managing all technology verticals and delivers innovative AI solutions. Ilya is the author of several scientific articles and international patents, and a book, “Introduction to Algorithmic Marketing: Artificial Intelligence for Marketing Operations” (2017).

Blog posts:

Ilya Katsov

Ilya joined Grid Dynamics in 2009, and soon started leading engagements with a number of major retail and technology companies, focusing primarily on Big Data, Machine Learning, and Economic Modeling. He is currently managing all technology verticals and delivers innovative AI solutions. Ilya is the author of several scientific articles and international patents, and a book, “Introduction to Algorithmic Marketing: Artificial Intelligence for Marketing Operations” (2017).

Ilya Katsov

A guide to supply chain control tower use cases

The quality of various strategic and tactical decisions, such as capacity planning, supplier selection, and inventory ordering, directly influences the efficiency and resilience of a supply chain. Limited visibility into various stages of the supply chain, insufficient data availability, and lack of analytics and optimization tools can lead to detrimental consequences in the form of

Game asset creation with generative AI tools: A tutorial

This blog post explores the capabilities of Midjourney and Scenario, two text-to-image generative AI services, for game asset creation in the context of game development applications. It discusses how these services can generate initial designs, modify them, control wear and tear, weather and light, colors, quantitative details, and mix styles and themes, as well as techniques for creating variations and scaling up the process.