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
NLU design: How to train and use a natural language understanding model
Learn the basics of NLU models and how teams are training/using them for conversational AI experiences.
Denys Linkov
How to create your NLU testing strategy
A guide to developing a NLU design strategy for your conversational AI channels.
Denys Linkov
How Mature is Your Generative AI?
Denys shares a definitive model for GenAI maturity
Denys Linkov
Creating the Voiceflow NLU
We started working on the Voiceflow NLU in February 2022, and this is a small slice of our story.
Denys Linkov
How we're building Voiceflow’s machine learning platform from scratch
At Voiceflow, we're building a real time machine learning platform. We focused on seven key ideas to get our V1 off the ground.
Denys Linkov
5 principles for good natural language understanding (NLU) design
Learn five important NLU design skills that make for better conversational aI assistants.