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9:45 am
Keynote
What lessons can we draw from that transformative era to better understand the trajectory of AI? This talk explores parallels between the evolution of the web and the rapid advancements in AI, highlighting key trends, pitfalls, and opportunities that can guide us as we shape the future of artificial intelligence.
10:30 am
Talk
At Userlike, Celery is the backbone of our application, orchestrating over a 100 million tasks per month. In this talk, I’ll share real-world insights into scaling Celery, optimizing performance, avoiding common pitfalls, handling failures, and building a resilient architecture.
11:30 am
Talk
But no worry, new UUID types will save you! Together with my presentation! I’ll guide you on how to use them right and show you how new types will help with that, together with upcoming Python releases. + I’ll tell a bit of a story about how I tried to use them better.
12:00 pm
Talk
What if we could leverage the advanced NLP techniques of LLMs to complete complex tasks that require up-to-date information, planning, and external tools? How can developers automate and scale these complex multi-step workflows? One effective solution is to leverage custom tools.
12:30 pm
Talk
The talk focuses on using Django as the primary framework to integrate and manage advanced LLMs like Llama 3.1, 3.2, and 3.3.
2:30 pm
Talk
In today’s digital era, web application security is more important than ever. The systems are becoming complex, containing sensitive data, and therefore attracting more hackers. This talk covers the most common web vulnerabilities and how to address them by leveraging Python-specific tools.
2:30 pm
Talk
Like it or not, AI technology is going to be part of our life, just like any technology, it can be used to do good or harm. While we are conscious of this new technology, let's look at how we can use it to our benefit and help with a constant battle in our community: diversity and inclusion.
3:00 pm
Talk
Learn how to build scalable Kafka data pipelines in Python. This talk covers producers, consumers, Schema Registry, partitioning, scaling, and event-driven design basics. Perfect for mastering real-time (and beyond) systems.
3:00 pm
Talk
Migrating Germany’s largest coding challenge platform (EntwicklerHeld, 45k+ devs) from microservices to a modulith: async processing, DB routing, event-driven comms, and big wins in performance & cost. Lessons learned and pitfalls revealed! 🚀
3:30 pm
Talk
Imagine having devices that can understand voice commands without relying on the internet! I’ll show how to run machine learning models on a tiny microcontroller, enabling AI-powered features like wake words and handwritten number recognition. Join me and learn more about Edge AI and TinyML.
6:00 pm
Intermission
Let's get to know each other after an intense day of new insights. You have a chance to ask any questions the speakers, share your kind feedback with or and build new connections.