Kseniia Ilchenko
Building smarter products with AI and data
Paris, France
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Kseniia Ilchenko is a product leader and AI specialist with over 10 years of experience transforming complex data into impactful products. She has led AI and data initiatives at companies across Europe bringing both data and product expertise and a passion for responsible, real-world applications of AI
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AI-Ready Data: The Secret Ingredient for Smart Models
AI is only as strong as the data behind it. This session explains what makes data “AI-ready” and why it matters. In five minutes, we’ll cover the essentials: quality, consistency, bias, and scalability. You’ll walk away with practical steps to turn raw data into a reliable foundation for building smarter and fairer AI systems.
Why AI fails at business decision-making
AI promises smarter, faster decisions - but too often, it fails to deliver. Why?
In this session, we’ll look at the common reasons AI breaks down in business contexts: poor data quality, lack of context, misaligned incentives, and the human factor that algorithms can’t replace. Through real-world examples, we’ll separate hype from reality and show where AI adds value - and where it doesn’t.
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