Confidential Computing Expert | Open Source Advocate | Public Tech speaker | ADHDer

How GitMesh benefits open source contributors and projects, including improved visibility and coordination.

The origin story behind GitMesh and the motivation to build an AI-powered project management platform for open source.

An open Flux Bug Scrub, an open office hour for Flux developers to discuss FluxCD issues and questions; potential future topics including planned presentations or discussions.

Les RAG sont partout en 2025. Mais entre les vecteurs, les bases de données, les API Python… la plupart des stacks RAG ressemblent à une usine à gaz. Et si on pouvait tout simplifier ? Dans ce talk, Samir montre comment OpenSearch peut couvrir l’ensemble des besoins d’un RAG, sans dépendre de 15 outils différents. Une stack minimaliste, full open source, déployable partout — parfaite pour les équipes qui veulent garder la main sur leurs données. La session se termine avec une démo live d’un moteur de Q&A, prêt à être testé.

Nicole discusses environmental impact of proprietary software, why a Linux operating system could be a solution and where you can get help if you decide to switch.

In this talk, we're excited to show you how we built ScaleDown, a Chrome extension that makes your AI interactions more efficient and environmentally sustainable using prompt compression! As more people use AI tools such as ChatGPT, Claude, and Gemini instead of Google Search, few realize the massive carbon footprint each interaction generates. We will talk about our journey from recognizing this hidden environmental cost to creating a solution that is helping users reduce their AI-related emissions by up to 80%. Finally, we'll share how developers can contribute to our open-source Python package powering ScaleDown's prompt compression. Whether you're interested in improving our compression algorithms, enhancing our emissions calculation methodology, or expanding compatibility with additional AI models, we'll show you how you can get involved!

Explore how AI-powered coding tools like GitHub Copilot, Azure cloud platforms, and open-source technologies are shaping the future of software development.

Technical excellence is a major part of establishing your reputation in AI development. In this talk, Charles Dubois & Alexander Dümont will share how contributing to open-source projects and mastering SAP Cloud SDK for AI can boost your career. Topics include: ✅ Building Intelligent Java Applications with AI – Enhancing AI capabilities using SAP Cloud SDK. ✅ Contributing to Open Source & GitHub Visibility – How developers can showcase their expertise and build a strong reputation. ✅ Optimising AI Workflows – Best practices for integrating AI into business applications. ✅ SAP Cloud Ecosystem & Career Growth – How mastering SAP tools can open doors to new opportunities. This session is perfect for AI developers looking to level up their technical skills and gain industry recognition.

This talk will introduce scikit-learn users to the new API for metadata routing, a feature introduced in the recent releases and almost fully available since version 1.5 (released in May 2024).

With dozens of both open and closed source tools available at hand, setting up observability for your applications may seem like a daunting task. In this talk, Aditya will share his experiences with observability, and show some ways to get you a head-start on your journey. With a collection of open-source tooling, we will take a look at how observability can be made easier for Kubernetes and beyond. This talk will conclude with a demo that shows up some of the latest advancements in open-source observability tools.

Sweet Summer Child Score is an open source library to identify potential AI harms. A truism in tech is that we're good at asking 'can' we do it but not 'should' we do it. This library offers a system scan to quickly identify potential harms, and build the capability of relative risk assessment. SSCS does not explore the specifics of your stack or technical implementation -- instead it takes a step back to look at the ecosystem your technology will be deployed in, and the implementation choices which define the seam between your system and the broader world.

A beginner-friendly segment providing a comprehensive overview of AI, emphasizing responsible use for local community benefits.

Discover simple yet powerful ways entrepreneurs can leverage AI technology, offering a unique perspective for newcomers to the field.

A 90-minute hands-on workshop exploring the FiftyOne computer vision toolset. Part 1 covers FiftyOne Basics (terms, architecture, installation, and general usage), an overview of useful workflows to explore, understand, and curate your data, and how FiftyOne represents and semantically slices unstructured computer vision data. Part 2 provides a hands-on introduction to FiftyOne: loading datasets from the FiftyOne Dataset Zoo, navigating the FiftyOne App, programmatically inspecting attributes, adding new samples and custom attributes to a dataset, generating and evaluating model predictions, and saving insightful views into the data. Prerequisites: working knowledge of Python and basic computer vision. Attendees get access to the tutorials, videos, and code examples used in the workshop.

Que ce soit pour vos besoins retail, e-commerce ou même gaming, il n’a jamais été aussi facile de pousser vos données “temps réels” dans votre Data Warehouse. Nous allons, en live coding et à l’aide de la plateforme Aiven, monter une stack de data streaming Open Source en moins de 30 minutes avec la gestion des logs et du monitoring ainsi que ses connecteurs vers les services Google.

Akash Shukla will discuss the evolution and impact of digital infrastructure in the public domain, focusing on open-source-driven alternatives to closed digital commerce platforms. The session will touch upon current ecosystem, possibilities, use cases, case studies, and CTA.

Keynote session on hybrid cloud, open source, and Generative AI innovations, featuring Chris Wright, CTO of Red Hat.

A captivating board game developed by the Open Culture Foundation that breaks free from the notion that only coding can change the world. Dive into a world where diverse talents, from coding to marketing to law, unite to create something incredible. Experience the thrill of open source projects, from inception to realization, and discover how technology can truly impact society.