Talks

Learn how it is possible to use ancient music composition rules to automatically create music.

For a long time (since the 16th century) there are rule-sets for composing counterpoint music, mostly used for teaching music composition. These rules are so clearly defined that they can be checked with a computer …

What is the Python Abstract Syntax Tree and why should you care? In this talk, we’ll demystify the Abstract Syntax Tree (AST) and show how it powers tools you probably already use - in Python and other languages.

We’ll take a close look at pytest assert rewrite as an …

Users generally don’t like being forced into doing unnecessary work. And the least they like is being forced into thinking. Your way.

The principle of the least astonishment describes how the code behavior and structure meet the users’ expectations. We’ll consider all three levels: code output, API&docs …

Regex is one of the more flexible and simple ways of making the text in the structural data. I will give an overview and some examples in how it is used.

I have seen companies sell regex as AI.

Regex is an old magical tool that can turn any kind …

Do you know how to scrape data from the web? Have you ever heard of spiders? Spiders are small bots capable of automating such tasks. If this interests you, join me in a talk about my experience with these techniques on the market and some initiatives I drove using them …

In this talk, we’ll talk about what developers should focus on to build their AI knowledge and skills, what things we need to know outside of the technology to help our understanding, and some general ideas around AI itself.

Whether you’re building chatbots, monitoring systems, or intelligent automation, you’ll learn how to design scalable, context-aware AI agents that operate seamlessly with streaming data.

AI-powered agent systems are becoming essential for automation, personalization, and real-time decision-making. But how do we ensure that these agents can process information continuously …

Every Python developer has been there - an import that should work doesn’t, and the dreaded “cannot import name” message appears. I’ll try to explain the difference between absolute and relative imports, why do you need init.py files and why abusing sys.path is not a good idea …

Discover the power of Streamlit! In this talk, we’ll build interactive web app—fast. From setup to deployment, learn to build custom dashboards, integrate machine learning, and deploy app with ease. Join me for live coding and see if I can make it!

In the rapidly evolving world of …

An API is a bridge between a library and its users, and designing it well is both a technical and creative challenge. What makes an API intuitive and enjoyable to use? What drives developers to prefer one library over another? And just as importantly, what makes an API frustrating or …