Stream Processing

Meeting point / start / on-after: Restaurant Fallender Brunnenhof, Wehntalerstrasse 98

Bei der Klangschalen-Meditation wirst du eingeladen, dich hinzulegen, loszulassen und einzutauchen. Lass die kraftvollen Schwingungen der Tibetischen Klangschalen dein ganzes Wesen durchdringen. Lass dich ganz mühelos in einen meditativen Zustand sinken und erlebe wie sich dein Körper tief entspannt, deine Gedanken verstummen und deine Seele auf Reisen gehen darf. Klangschalen werden seit Jahrhunderten in fernöstlichen Traditionen in spirituellen Praktiken und Ritualen verwendet. In der Klangtherapie werden Klangschalen und andere archaische Instrumente auch zu Heilungszwecken eingesetzt, da unser eigenes Energiefeld mit der Schwingung der Klangschalen in Resonanz geht und damit wieder in Balance gebracht werden kann. Es sind keine Vorkenntnisse nötig. Dieser Kurs eignet sich auch für Anfänger. Austausch: Fr 40.- Bitte melde dich an unter www.layabodywork.com/workshops \>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\>\> SINGING BOWL MEDITATION Lay down, let go and sink in. Let the powerful vibration of the tibetan singing bowls help you to get into a meditative state and feel how your whole body relaxes, how your thoughts fall silent and how your spirit goes on a journey. For centuries singing bowls have been used in eastern traditions in spiritual practices and rituals. In Sound Therapy these hand crafted instruments are also used to rebalance our energy body and can support healing processes on many levels of our beeing. No experience needed. This class is also open for beginners. Exchange: Fr. 40.- Please sign up on www.layabodywork.com/workshops

✨🎟️ [Ticket required !! CLICK HERE](https://atelier-yuniku.as.me/engravedceramicplate) 🎟️✨ **ENGRAVED CERAMIC PLATE: Connect & Create** Pottery Workshop with Tereza (in English) at atelier yuniku 2 hours / CHF 60.00 Join us for a **relaxed session** where you’ll **design your own engraved ceramic plate**. You will work with a **pre-made plate, handcrafted by us**, so you can focus on designing and engraving your piece. Start by choosing your favorite underglaze color, then sketch and carve your own motifs into the surface. Whether you prefer simple patterns, illustrations, or something more playful, this workshop is all about slowing down, experimenting, and creating something uniquely yours. By the end, you’ll have a beautifully personalized piece that we’ll glaze and fire for you. **Good to know:** * Course in English * Beginner-friendly – no prior experience needed * Pre-made ceramic plate (ca. 22 cm diameter) * Choice of 10 underglaze colors * All materials provided * Inspiration board available for ideas * Plate ready for pickup in approx. 4 weeks * Apéro with wine included * One plate included; extra plates can be made for a materials fee **Check out more of our courses: [https://www.atelier-yuniku.ch/en/courses](https://www.atelier-yuniku.ch/en/courses)** ℹ️ Please note: * Tickets are non-refundable * Photos and videos may be taken during the event for communication and promotion purposes. Please let the host know if you do not want to be included.

**Zürich VC Breakfast: Data-Driven Investing & Networking** ☕🥐 Kickstart your morning with great coffee, fresh pastries, and high-impact conversations! Join us for an easy-going breakfast networking event at our coworking space right in the heart of Zürich. This meetup is designed for Venture Capital professionals, tech enthusiasts, and data nerds who want to connect, share insights, and discuss the future of data in venture capital—all in a relaxed, informal setting. **What We'll Be Talking About** While the networking is casual, the discussions will be cutting-edge. Bring your thoughts, questions, and experiences on topics like: * **Next-Gen Tools for Data-Driven VC:** What’s new and actually working in the modern VC tech stack? * **Data-Driven Portfolio Monitoring:** Moving beyond static spreadsheets to real-time, actionable insights. * **MCP Servers for VCs:** Leveraging Model Context Protocol to connect your AI tools securely with your proprietary deal flow and portfolio data. * *...and many other tech, AI, and investment trends you want to bring to the table!* **The Details** * **Date:** Tuesday, May 5, 2026 * **Time:** 8:30 AM - 10:00 AM * **Location:** CoWorking Office, Beethovenstrasse 48, 8002 Zürich Whether you're a seasoned partner, an associate looking to build your network, or a data engineer building tools for funds, start your day with us. Grab a coffee, meet like-minded peers, and let's explore how data is shaping the future of venture capital before heading into the workday.

The DevOpsDays Zürich are back again! **DevOpsDays Zurich is a single track, english language conference with various formats:** * Great community & evening event! * 30min talks * 5min [Ignite talks](https://devopsdays.org/ignite-talks-format/) (20 slides, auto-forwarding) * [Open Spaces](https://devopsdays.org/open-space-format/) (self-organized during conference) * Workshops (hands-on sessions in a classroom setting) Check [https://www.devopsdays.ch/](https://www.devopsdays.ch/) for details Join us now and grab your ticket! Sale starts on January 1st, 2026 at [https://www.devopsdays.ch/tickets](https://www.devopsdays.ch/tickets) Looking forward to meet some of you at the DevOps Days! **To take part, please book a ticket directly with the link provided above.** This meetup event is just for reference and not for admission.

We all know that product work isn’t just about developing features. It’s about making product work sustainable - from keeping discovery alive over time to getting products launched without wasting too much energy on alignment, stakeholder management, and organisational friction. That’s often where product work starts to slip: discovery isn’t maintained, launches stall, and too much effort goes into managing the system instead of building the product. Join the **Product Academy** community at Westpark Zurich for an evening of raw insights, real-world failures, and proven frameworks from two industry experts. **Who is this for?** * The Strategist: PMs who want to use Opportunity Solution Trees (OST) to build the right thing faster. * The Change-Maker: PMs in large corporates are tired of "stalled" launches and stakeholder misalignment. * The Lifelong Learner: Anyone looking to network with the Zurich product community. **Limited spots available**. **The Lineup:** **Vivienne Clement (Product Owner @ Swiss Post)** * Talk: What happens when the Product is ready, but the Organisation isn't? * The Vibe: A deep dive into the "political" side of PMing. Learn how to manage stakeholder buy-in and overcome hidden resistance when **launching AI and B2B products** in large corporations. **John Huertas (Product Manager @ Swiss Re)** * Talk: Making Continuous Discovery & Opportunity Solution Trees Sustainable. * The Vibe: Move beyond theory. John shares lessons from a multi-year journey of experimentation to show how teams can bring more discipline to discovery, improve prioritisation, and make product decisions with greater confidence. **The details:** * 📅 When: May 7, 2026 * ⏰ Time: 18:30 CET * 📍 Where: Westpark Zurich Grab your seat and let’s level up your product game together!

Coders Monthly is a regular gathering of programmers in Zurich interested in honing their craft. It takes place in Zuerich at Cafe Bar Pluesch (https://cafe-pluesch.ch) on the first Thursday of every month. For the members list, some pics and more, see the Coders Only (https://codersonly.org/events/coders-monthly) site. Hope to see you there! PS: Please join our Discord https://discord.gg/jWUZsKQvrz for any last minute announcements.

Hares are One Night Wonder and Squatty Potty. We are celebrating 15 and 12 years of Hashing, depends who you ask :) We are planning to lay the trail of the year, you certainly do not want to miss that or our legendary Shot Stop(s). Let’s celebrate hashing in style! Bag drop at the Hare’s hutch a.k.a Ferrari Towers, ring bell A. Stone. ON AFTER at our beloved Pizzeria Piratino, few meters away. Tram 2 right by the door step. Bus 80 100 mts away **Where**: See location. Typically within Zurich Zone 10. Look for English speakers wearing running gear. **When:** We'll meet at 6:50 pm to start at 7:00 pm. There's a charge of CHF 5 for participating, which covers all you can drink beer/cider (and non-alcoholic alternatives) plus snacks afterwards. **All Welcome:** If you are new, curious, and want to get out of the house, stretch your legs, talk shit, enjoy a drink, and hopefully a laugh, then here's what you need to know: • We are a social running/walking group, physical fitness is not required, but a sense of humour is useful. • The aim is to find the '*Beer Stop*' at the end of the '*trail*' and have fun. • 'True Trail' is typically 4-7 km. Some will go less (especially those walking or walk/running), and some over-achieving fast runners will go further. • The '*Hare*', which changes each event (along with location), cleverly lays the trail (typically with flour marks) so that everyone reaches the end at the same time. • There is always a place to deposit your bag and sometimes a place to change. • **After Trail**, we group for \~20-40 minutes for drinks, snacks, and some fun. This '*Circle*' is typically outside, so leave something warm in your bag in winter (and bring a flashlight when it's dark). If you don't want to stand around drinking afterwards, you can head home. We occasionally all go to a restaurant afterwards. **Why bother leaving your warm & dry sofa?** If you enjoy getting outside, being around people, and doing something a bit different, you will probably enjoy hashing. Exercise is important, and this is probably the least boring way to get it. 'Hashing' and the idea of some physical activity to work up a thirst, have been around for almost 90 years and there are groups (*Hashes*) in most major cities. Its humor and 'traditions' can be explored on the internet - **or you can just come along and find out.** *See you there.* We are of many nationalities, all ages, full of misfits and idiots (at least there is no one taking themselves seriously!) and always welcome newbies 'Virgin Hashers' and visitors from other groups. For more about Zürich Hash House Harriers, check out [www.zh3.ch](http://www.zh3.ch/) ( [http://www.zh3.ch/](http://www.zh3.ch/) )

📍 Da Raffaele, Zürich (5 min from HB) 🗓️ Thursday 7th May \| 🕖 18:30 – 21:00 🗣️ Language: English & Deutsch In one evening, you'll have structured, rotating conversations with professionals from across the Zürich area — guided by prompts to make sure it get's interesting. By the end of the night, you'll have met a couple interesting people and you will have eaten great pizza. The format: 1.⁠ ⁠Order your drink, get your prompt card 2.⁠ ⁠Structured speed rounds begin (4–5 min per pairing) 3.⁠ ⁠We have dinner No preparation needed. Just show up. Who this is for: Scrum Masters, Product Owners, Agile Coaches and practitioners Freelancers and consultants looking to grow their network Newcomers to the Zürich Agile scene Anyone curious about Agile, regardless of experience level If you've been meaning to grow your professional network in Zürich but never quite found the right setting — this is it. What you'll walk away with: A handful of real connections, conversations that went somewhere, and a broader foothold in one of Zürich's biggest professional communities. 🎟️ Spots are limited to 12 Organised by the Scrum User Group Zürich— part of the global Scrum Alliance network.

Die CSS hat 2024 einen weiteren grossen Schritt auf ihrer Reise zur Business Agilität unternommen: Mit der Einführung von SAFe, sechs Agile Release Trains, einem agilen Portfolio sowie der Anpassung von Organisation, Budget und Strategie. Obwohl Scrum bereits seit 2014 in der Softwareentwicklung verankert ist, bedeutete dieser Wandel einen tiefgreifenden organisatorischen und kulturellen Schritt. In dieser Session berichtet ein Mitglied des Transformationsteams, was in den letzten zwei Jahren im agilen Umfeld der CSS mit rund 500 Mitarbeitenden geschehen ist. Themen wie agile Führung, Zusammenspiel zwischen Team, ART und Portfolio, Kommunikation, Kulturwandel und Mindset-Change stehen dabei im Mittelpunkt. Lass dich auf die Reise mitnehmen — welche Herausforderungen haben wir gemeistert, wo sind wir gescheitert und welche Themen uns weiterhin beschäftigen. Tauche mit Martin Ineichen in diese spannende Transformation ein. Ich freue mich auf viele Interessierte, einen offenen Austausch, viele Fragen und eine lebendige Diskussionen. ✱✱✱ Martin Ineichen, ist seit 12 Jahren im agilen Umfeld bei der CSS unterwegs. War mit Herzblut SM, konnte dies auch nie ganz ablegen. Vertritt agile Konzepte mit viel Enthusiasmus und gibt sein Wissen und seine Ansichten auch gerne weiter. Immer mit dem Ziel, ein besseres Arbeiten zu ermöglichen. Martin ist Mitorganisator des Agile Breakfast Luzern. In seiner Freizeit ist er ein Familienmensch mit einem grünen Daumen.

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Come attend a free in-person seminar where you will find out why you: -Feel isolated -Can't express yourself openly -Get nervous or anxious in front of people -Run out of things to say or feel tongue-tied -Feel introverted -Don't feel comfortable in any social setting -Can't make more friends -Are shy and miss opportunities to connect in a meaningful way And we cover what you can do about any one, some or all of the above. This seminar is the weapon against loneliness, isolation and boredom, come join us! COME TO THIS SEMINAR AND LEARN THE SECRETS TODAY This seminar is brought to you by the Dianetics & Scientology Life Improvement Center. 1266 Dublin Road, Columbus, Ohio 43215

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Here is the secret of being positive and free: Thinking positively is not enough. You also have to get rid of the negative thinking. Your mind is like a garden. You can plant many beautiful flowers in it, but if you don't get rid of the weeds when you plant your flowers, the weeds will soon take over the whole garden. A positive thought is like a flower in your mental garden, and a negative thought is like a weed. You cannot expect to have a positive mindset if you continue to have negative thoughts dwelling and growing there. So, how do you get rid of the negative thoughts? That's what this Meetup is all about. Attend this local meeting and find out! The Meetup event will be led by a consultant who had helped many people live happier in life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Dianetics & Scientology life improvement center.

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.