Machine Learning

Speakers: RAG with Docling – Panos Vagenas (Docling) Earth Observation for Enhanced Risk Awareness of Commercial Properties – Patrick Jayet (AXA) From Models to Systems: Running and Applying LLMs in Practice – Rob Smith (SwissAI) Agenda: RAG with Docling – Panos Vagenas (Docling) Join this session from the core Docling team to learn how to fully utilize your unstructured data in your AI workflows, be it for RAG, information extraction or, ultimately, any document-related agent. We will go over Docling’s main capabilities, covering how it can help address your enterprise needs, as well as giving a sneak peek of upcoming developments. Earth Observation for Enhanced Risk Awareness of Commercial Properties – Patrick Jayet AXA insures millions of commercial properties worldwide. To strengthen risk awareness across its insured portfolio and streamline Risk Engineering workflows, AXA’s Global Data & AI (GDAI) innovation unit has created some time ago a new initiative combining Earth Observation and computer vision. This talk will describe how the project was initiated and developed, and how it supports risk engineers by providing scalable, data-driven insights for commercial property risk assessment. From Models to Systems: Running and Applying LLMs in Practice Apertus is a fully open-source, multilingual foundation model built for open and reproducible AI. This talk introduces the model and shares practical lessons from deploying Apertus and other state-of-the-art models for internal users. The focus is on turning model weights into usable systems.

Dies ist ein informelles Treffen für Lernende, die ihre ersten Schritte in der Programmierung machen oder ihre Grundkenntnisse vertiefen möchten. *** This is an informal meetup, for learners that want to do their first steps in programming or want to consolidate their skills. We spend one hour and a half working on tutorials, exercises or projects. If you need help to get started, we will help you finding a good way for learning. You should be prepared to spend your time "doing things": just hanging around and listening might get boring, if all other people are learning on their side. There are experienced people are around and you can ask questions as soon as their arise or bring with you questions you have had during the week. During the last half an hour, we do a (simple) exercise together. We speak German, English, and a few other languages. Currently, how main programming languages are: * Python * Javascript * Java * Flutter * C++ * C * C# * PHP But you're free to learn any programming language during our Co-Learning! If you want to learn more about our Co-Learning, please have a look at our website (no frequent updates...): https://opentechschool-zurich.github.io/ If you're starting with Python, we can suggest: * Learning Python the hard way (https://learnpythonthehardway.org/python3/) (for Python 3). * The Solo Learn Python 3 Tutorial (https://www.sololearn.com/Course/Python/). * A big list of Python tutorials: https://docs.python-guide.org/intro/learning/ For Node.js: * Nodeschool: https://nodeschool.io/ For C++ * https://de.wikibooks.org/wiki/C%2B%2B-Programmierung * https://www.sololearn.com/Course/CPlusPlus/

An der OST Rappeswil, Zimmer 1.262, [siehe hier](https://geometalab.gitlab.io/campus-maps-with-openstreetmap/ifs-campus-map/?search=way/902580361) (Öffentlicher Anlass) **Worum geht’s?** Wir treffen uns regelmässig als Community of Practice rund um **Software Crafting** – sauberes Design, TDD, Pairing, CI/CD, Observability, Security by Design, kontinuierliches Lernen, Erfahrungsautausch und diverses mehr. Dieses Treffen ist hands-on und praxisnah, ideal für Einsteigerinnen und Profis. **Fokus dieses Mal** «Functional Programming in JavaScript (with Theory)». Genaueres [hier](https://github.com/orgs/Software-Crafters-Meetup/discussions/10) **Themenliste & Voting:** [Themenliste](https://github.com/Software-Crafters-Meetup/Software-Crafters/blob/main/themenliste.md) Trage dein Thema ein und vote mit. **Ablauf** Wir werden Pizza bestellen. **Mitbringen** \- Laptop **Code of Conduct** Wir pflegen einen respektvollen Umgang, teilen Wissen offen und geben konstruktives Feedback. Kein Gatekeeping, kein Verkaufs-Pitch. **Fragen?** Melde dich via Issue/Discussion oder per Mail an *mail@marcokuoni.ch* Wir freuen uns auf dich – und auf deine Themenideen!

**Are you tired of ending up in 4.5-star tourist traps?** We've all been there: Google and TripAdvisor promise the ‘best steak in town,’ but you end up in a sponsored ranking that doesn't match your vibe. In a world full of bought reviews, the question arises: How can we find a restaurant that suits our taste from the wide selection and ratings available? Meet **[Tobias Tröhler](https://www.linkedin.com/in/tobias-troehler)**, CEO and co-founder of Bern-based shooting star **[Taste Match](www.tastematch.io)**, at the next **Young Talents Club**. He answers questions from [Stephan Oehen](www.linkedin.com/in/stephanoehen), founder of the Young Talents Club and Managing Partner of Oehen PR. Tobias and his team are revolutionising the restaurant scene by replacing the ‘uniformity’ of 5-star systems with a mixture of social feed and intelligent matching. Find out first-hand: * Why the classic algorithm has had its day. * How to find a free table in a suitable restaurant at short notice? * What highs and lows has the founding team of this tech start-up experienced from the initial idea to the present day? * How hyper-personalised data will change our decisions in the future? A big thank you in advance to our location sponsor **[Starbucks](https://www.starbucks.ch/de)**. The first drink is on us! *** **Bist du es leid, in 4.5-Sterne-Touristenfallen zu landen?** Wir alle kennen das: Google und TripAdvisor versprechen das „beste Steak der Stadt“, aber am Ende sitzt man in einem gesponserten Ranking, das nicht zum eigenen Vibe passt. In einer Welt voller gekaufter Bewertungen stellt sich die Frage: Wie finden wir in der grossen Auswahl und Ratings das Restaurant unseres Geschmacks? Triff **[Tobias Tröhler](www.linkedin.com/in/tobias-troehler)**, Co-Founder des Berner Shooting-Stars **[Taste Match](www.tastematch.io)**, im nächsten **Young Talents Club**. Er stellt sich im Talk den Fragen von **[Stephan Oehen](www.linkedin.com/in/stephanoehen)**, Young Talents Club-Gründer und Managing Partner Oehen PR. Tobias und sein Team revolutionieren die Gastroszene, indem sie den „Einheitsbrei“ der 5-Sterne-Systeme durch eine Mischung aus Social Feed und intelligentem Matching ersetzen. Erfahre aus erster Hand: * Warum der klassische Algorithmus ausgedient hat? * Wie in kurzer Zeit einen freien Platz in einem passenden Restaurant finden? * Welche Höhen und Tiefen durchlebte das Gründerteam dieses Tech-Start-ups von der Idee bis heute? * Wie hyper-personalisierte Daten unsere Entscheidungen künftig verändern werden? Ein herzliches Dankeschön schon voraus unserem Location Sponsor **[Starbucks](https://www.starbucks.ch/de)**. Das erste Getränk geht auf uns!

Anybody who wants to practice their programming skills is welcome. We share our ideas, learn from each other, do some exercise, ask questions, etc. This meetup is the best for those who want to improve their skills by programming and learning in a group If you want to learn more about our Co-Learning, please have a look at our website: [https://opentechschool-zurich.github.io/](https://opentechschool-zurich.github.io/) \*\*\* We have a chat group you can join to get more information: [https://app.element.io/#/room/#ots-zh:matrix.org](https://app.element.io/#/room/#ots-zh:matrix.org) (You need to create a free account if you don't already have one) Remote participants are also welcome. You first need to join the Element chat and then get into the video call that we start at around 19:00 (if we forget, pleas ping us in the Element chat!) \*\*\* Our main languages are Python and Javascript, but we welcome every programming languages. Some of the skills we can help you learning: * Python and * ... PyGame (Zero / Play) -.... Flask * ... Jupyter and data science -... PySide2 / PyQt * ... Shoebot * C++ and * ... Qt * ... cmake * ... and modern C++ * Flutter for Apps * PHP and * ... Vue.js * ... Wordpress * JS and React.js We have a few Github repository that can be interesting to browse:: https://github.com/opentechschool-zurich/

**About** Home Assistant is an open source home automation that puts local control and privacy first. It is powered by a worldwide community of tinkerers and DIY enthusiasts. **Presentations** 1. 15’: Welcome (Urs/Reto and SCS) 2. 45’: Intro to Home Assistant and Open Home Foundation, technical deep dive on Home Assistant and Home Assistant Operating System (Stefan Agner) 3. 30’: Intro to Home Assistant integration development and current work at GARDENA (Ezra, Florian, Lukas) Presentations start at 19:00. Afterwards we’ll have plenty of time to discuss and socialize. **About the speakers** * [Stefan Agner](https://www.linkedin.com/in/stefan-agner-6a43066a/) is the team-lead Home Assistant Operating System and works at the Open Home Foundation. * [Ezra Bühler](https://www.linkedin.com/in/ezrabuehler/ "https://www.linkedin.com/in/ezrabuehler/") is a senior embedded software developer. He maintains the GARDENA smart gateway and currently works on allowing offline operation. * [Florian Schweikert](https://mistkratzer.li/ "https://mistkratzer.li/") is a data engineer at GARDENA and works on a Home Assistant integration. * [Lukas Woodtli](https://ch.linkedin.com/in/lukaswoodtli) is a senior embedded software developer. He develops and maintains services on the GARDENA smart gateway.

Hi everyone! We’re continuing the conversation. For the next **Cloud Platforms Switzerland Meetup**, we’re moving from listening to *working together*. Join us on **24.02.26** at **18:00 at isolutions @ Circle ZH** for a short welcome before we dive straight in. This edition is about **co-defining cloud platforms** \- and questioning the idea that a single\, universal platform model can realistically serve every organization\, team\, or context\. ️ At **18:35**, **Philipp Kuntschik and Marcel Wiedemeier** will set the stage with a structured introduction to platform definitions. What do we actually mean when we talk about “platforms”? Which definitions hold up in practice, and where do they start to fall apart? ️ From there, we’ll shift into a **hands-on workshop format**. After a brief setup, we’ll split into groups by **platform type** and work through concrete questions around scope, responsibilities, and trade-offs. The objective isn’t to force alignment - it’s to make differences explicit and actionable. Each group will briefly present their key takeaways, followed by an open discussion to compare patterns, tensions, and open questions across platform types. We’ll conclude the structured part around **20:00**, then move into networking and apéro , and wrap up the evening at **21:00**. If you’re involved in designing, operating, or governing cloud platforms - and you’re not fully convinced that existing models fit your reality - you’ll feel right at home. See you there!

Playing Beachvolley at Beachhalle Zürich Nord. We play 3vs3 or 2vs2 Please pay 18Chf via Twint to +41791231674. Please write the name and the date of the event, so i know who paid. Its for renting the field and for organising.

An evening for professionals who are actively applying GenAI in their work — across product, data, operations, and strategy. We’re bringing together practitioners who are moving beyond experimentation and using AI to create real impact inside teams and organizations. **Format:** • Three short, insight-focused talks • A straight-talking panel on what’s working (and what isn’t) • Networking apero with people actively building and implementing GenAI **Speakers:** * **Friedemann Schestag** — Data & AI Engineer, Unit8 * **Karim Zeid** — Founder, Fiduza * **Simon Heimlicher** — AI Engineering Director This is a curated, in-person event for people who want practical perspectives, useful workflows, and high-signal conversations. No technical background required, but a professional mindset and real interest in applied AI will help you get the most out of the evening. **Location:** Unit8 Office, Zurich ** Date:** Wednesday, 25th of February 2026 **Time:** 18:00–21:00 ️ **Capacity is limited** — please RSVP only if you plan to attend Hosted by **GenAI 360 Zurich**.

Ohne Vorkenntnisse / Solo-Anmeldung möglich Kursstart: Sonntag 01. März 2026 Kursdauer: 01. März - 12. April 26 (6 MAL) Kurszeit: 17:30 - 19h Leitung: Cathrin & Elior Kurskosten pro Person: CHF 180.- / 9h Anmeldung unter: [https://salsarica.ch/kurse/bachata-kizomba.html](https://salsarica.ch/kurse/bachata-kizomba.html?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEwYUtJTHdWekhnWnViZGJ3QnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7EkyDD8-VB_n5_50dBgEtB8SKqxKnRyqqyeFIloAmi2Zsy-ewHTqTdehheDg_aem_vYwcPKLplVlRpiBISt_nEw) Wir freuen uns auf euch! Ergänzende Infos: Möchtest du in die leidenschaftliche Welt des Bachata eintauchen? Dieser Kurs lädt dich ein, die romantische und sinnliche Seite des Tanzes kennenzulernen – ganz ohne Vorkenntnisse! Gemeinsam entdecken wir die Grundschritte, fließende Bewegungen und den Ausdruck, der Bachata so besonders macht. Du brauchst keinen Partner – Soloanmeldung ist möglich, und wir sorgen für eine angenehme, offene Atmosphäre, in der du dich wohlfühlst und Spaß hast. Lass dich von der Musik mitreißen, entwickle ein Gefühl für Rhythmus und lerne, deine Emotionen durch Tanz zu zeigen. Dieser Workshop ist perfekt für alle, die den Tanz der Liebe entdecken möchten – egal, ob du Anfänger bist oder einfach nur Spaß an sinnlicher Bewegung hast

**About the talk** Conversational assistants aren’t “just another feature”. They are full experiences shaped by countless design decisions that must hold up in real life: messy inputs, high expectations, edge cases, and the constant tension between speed, quality, and cost. In this talk, Gea and Alberto share what they’ve learned while designing AI-enabled assistants in different contexts (from support to retail-like journeys). Instead of focusing on hype or theory, they’ll unpack the practical choices that make the difference: how to keep conversations actionable, how to design a consistent “voice” without overdoing personality, how to define (or intentionally limit) the assistant’s identity, and how the interface and the underlying logic need to evolve together. They’ll also touch the less glamorous, but most decisive parts of the work: when AI is the right tool (and when it isn’t), why data is the elephant in the room, what “testing” means in conversational design, and how to guide users so the assistant is easy to understand and hard to misuse without overwhelming them. Expect a set of clear takeaways you can reuse with your own team, whether you’re starting from scratch or improving something already in production, shared through real design trade-offs, not spoilers. **About the speakers** [Gea Sasso](https://www.linkedin.com/in/gea-sasso/) is a Senior Service Designer at Sketchin focused on service experiences where journeys, touchpoints, and contexts come together. Her work explores how services can be shaped across channels, including the interplay between digital and physical environments. [Alberto Andreetto](https://www.linkedin.com/in/albertoandreetto/) is a Lead Interaction Designer at Sketchin specialized in interaction design and complex digital systems. He works on defining how products behave, respond, and communicate, especially when interfaces become conversational and adaptive. [Sketchin](https://www.sketchin.com/) is an advanced strategic-design studio that helps forward‑thinking organizations explore technology and face their next sustainable change. They combine business opportunities with customer expectations to design and deliver end‑to‑end experiences, often leveraging deep tech and AI to reshape products, services, and customer engagement. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ** The Talk is in English** ** \*Note\* The event is happening in a new room \*note\* The event will be held at ETH Zürich Maschinenbau ML, Room F34** *We kindly ask you to arrive 10 minutes early of the event start, so everyone can find a seat due to high attendance. Thank you!*

Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-zurich-february-ai-meetup) to view the agenda and guarantee a spot. Welcome to the most electrifying and ground-breaking AI Meetup in Zurich! Join us once a month as we delve into the world of artificial intelligence, explore its cutting-edge practical applications, and marvel at the astonishing projects that are shaping our future. Why should you attend? • Get up close and personal with the AI projects that are redefining the boundaries of technology and human potential. • Learn from the brightest minds in the field and gain valuable insights into the ever-evolving AI landscape. • Unleash your curiosity, fuel your creativity, and expand your network as you connect with fellow AI aficionados and pioneers. What you can expect? Mindstone events consist of three talks covering different aspects: • What I Learned Building With LLMs: A technical demo breaking down the process for building a product using AI with real-life learnings and insights. • How To Be More Productive Using AI: A practical demo and step-by-step guide on how to use AI to speed up and improve tasks. • What Does The Future Look Like With AI?: A theoretical talk on the impact of AI on work, life and society. After the talks we'll have pizza, drinks, and networking. Don't miss out on this extraordinary opportunity to witness the AI revolution in action. It's time to embark on a thrilling journey into the future and discover the endless possibilities that lie within the realm of artificial intelligence. Reserve your spot today for the ultimate AI experience! ✨ (https://community.mindstone.com/events/mindstone-zurich-february-ai-meetup) Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-zurich-february-ai-meetup) to view the agenda and guarantee a spot.

**Pizza, Pasta & UX: Join us for the Post-Meetup Dinner!** Want to keep the conversation going after the UX meetup? Join us for dinner right after! We have reserved a table at our favorite local Italian restaurant. They have welcomed us many times with delicious food and a cozy atmosphere. It’s the perfect place to unwind and discuss the evening's topics over some tasty pizza or pasta. **Important:** Please register here to save your seat. This reservation is exclusive to attendees of the main meetup of the same day. See you there! The LTT Team

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

## Overview Networking event for aspiring school leaders interested in building their own high-quality K-12 public school in their community. **About the Event:** Aspiring school founders in the Columbus, OH, area are invited to join us for this special in-person networking event where you will be able to ask questions, learn more about the BES Fellowship and make sure you are prepared for the application process and beyond. In addition to meeting like-minded leaders who are also committed to transforming education and bringing a high-quality K-12 option to their community, you’ll have the opportunity to meet our team and gain special insights from Dr. Chaundria Smith, BES Senior Director of Fellowship Coaching, who works closely to support BES Fellows. During this event, you can also learn more about the various regions across Ohio we are prioritizing for the BES Fellowship to ensure that new schools will respond to the needs of their community. **About the BES Fellowship:** Leaders in the BES Fellowship embark on a multi-year process to design, found, and lead an excellent K-12 public school that reflects and responds to community needs. We are currently accepting applications to the 2026 BES Fellowship. The extended deadline is March 30, and the 2026 Cohort will begin August 2026. Applications will be reviewed on a rolling basis until all spots are filled. Learn more at [bes.org/fellowship](http://bes.org/fellowship "http://bes.org/fellowship").

Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm! We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry. If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss. Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!