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Denys Linkov

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About
Denys spends his days trying to understand how machine learning will impact our daily lives—whether it's building new models or diving into the latest generative AI tech. When he’s not leading courses on LLMs or expanding Voiceflow’s data science and ML capabilities, you can find him enjoying the outdoors on bike or on foot.
Denys spends his days trying to understand how machine learning will impact our daily lives—whether it's building new models or diving into the latest generative AI tech. When he’s not leading courses on LLMs or expanding Voiceflow’s data science and ML capabilities, you can find him enjoying the outdoors on bike or on foot.
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Blogs

5 ways to approach an AI project strategy

You’ve been given the task to implement AI, but where do you even start?

Denys Linkov

5 strategies product leaders use to transform AI-powered customer experiences [Checklist]

Success with AI agents isn’t merely about adopting the technology; it’s about how companies leverage it effectively.

Denys Linkov

5 tips to optimize your LLM intent classification prompts

We tested over 500 prompt variations across two datasets to see how to improve LLM intent classification.

Denys Linkov

AI automation on a budget: Getting started with high ROI use cases

If your AI project feels like building an Iron Man suit out of scraps—you’re not alone—but we can’t all be Tony Stark.

Denys Linkov

15 KPIs for Measuring and Scaling a Generative AI Strategy

A collection of 15 KPIs, best practices, and caution areas for CIOs and function leaders to consider when implementing a generative AI strategy across an organization.

Denys Linkov

Benchmarking hybrid LLM classification systems

A deep dive into hallucinations, accuracy, costs, latencies, usability and context window analysis.

Denys Linkov
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