Stream Processing

**INNOtalk #19** presents **"When Agile Isn’t Enough: A Fortune 500 Journey to Serial Product"** *«Beyond the Spotify Model: Real-World Innovation in Hardware & Electronics»* Innovation is no longer the challenge - making it real is. Many organizations invest heavily in innovation, agile frameworks, and transformation programs. Yet too often, initiatives remain stuck in pilots, labs, or presentations - without ever translating into real business impact. This INNOtalk takes you inside the journey of a Fortune 500 automotive leader that broke this pattern. Within just 18 months, the company moved from early-stage innovation efforts to serial production in a completely new market segment - turning ideas into tangible business value. Instead of focusing on frameworks or buzzwords, this session reveals what truly makes the difference at executive level: \- How to navigate the realities of innovation in regulated\, hardware\-driven environments\. \- How to build structures that balance speed\, safety\, and compliance\. \- And how leadership decisions determine whether innovation remains an initiative \- or becomes a growth engine\. At the core lies a simple but powerful insight: \- What works in software does not automatically work in the real world\. This session challenges common assumptions around agile and introduces a pragmatic, hands-on approach to innovation - designed for organizations where complexity, regulation, and engineering excellence are part of daily business. **What you will gain:** 🔷 A clear perspective on why traditional agile models often fall short in hardware and regulated environments 🔷 Practical insights on how to move from experimentation to scalable, market-ready solutions 🔷 Leadership impulses to turn innovation into measurable business impact **SPEAKER** [Björn Persson](https://www.linkedin.com/in/bj%C3%B6rn-persson-a6325710/ "https://www.linkedin.com/in/bj%C3%B6rn-persson-a6325710/") *Product Management Advisor & Consultant at «ProAgile»* Björn Persson is a seasoned Product Management Advisor and Agile Transformation Expert with over 20 years of experience in driving innovation across teams and organizations. Björn has supported companies in translating agile principles into real-world impact - particularly in complex, regulated, and hardware-driven environments. As a consultant at ProAgile, Björn focuses on bridging the gap between strategy and execution, helping organizations move beyond “innovation theater” toward scalable, production-ready solutions. His work combines deep practical expertise with a strong understanding of leadership, organizational design, and business value creation. **DETAILS** 🗓️ Date & Time: **Tuesday, April 28, 2026 / 17:00 - 19:00** 📍 Location: **swissICT – Vulkanstrasse 120 – 8048 Zurich** **AGENDA** 16:45 - 17:00: Arrival & Welcome 17:00 - 17:30: Keynote: "When Agile Isn’t Enough: A Fortune 500 Journey to Serial Production" by Product Management Advisor & Consultant at «ProAgile» 17:30 - 18:00: Interactive Q&A (Focus on leadership and implementation). 18:00 - 19:00: Networking & Community Discussion 19:00: Closing of Event **TARGET GROUP & LANGUAGE** • C-level and Senior Executives within industrial, automotive, and regulated environments. The session is tailored for decision-makers who need to bridge the gap between traditional engineering excellence and modern innovation speed, focusing on leadership choices and ROI rather than just "agile ceremonies". • The talk will be held in English, with questions welcome in German as well. **ORGANIZERS** Moderation by the [swissICT «Innovation» Expert Group](https://www.linkedin.com/company/swissict-professional-group-innovation/ "https://www.linkedin.com/company/swissict-professional-group-innovation/") ([Patrick Scheller](https://www.linkedin.com/in/patrick-scheller/), [Harald Bader](https://www.linkedin.com/in/dr-harald-bader/ "https://www.linkedin.com/in/dr-harald-bader/"), [Violeta Lozano](https://www.linkedin.com/in/violeta-lozano-roxstar/ "https://www.linkedin.com/in/violeta-lozano-roxstar/")) & [swissICT](https://www.linkedin.com/company/swissict/ "https://www.linkedin.com/company/swissict/") ([Carol Lechner](https://www.linkedin.com/in/carol-lechner/ "https://www.linkedin.com/in/carol-lechner/")) in collaboration with Björn Persson from [ProAgile](https://www.linkedin.com/company/proagile-se/ "https://www.linkedin.com/company/proagile-se/").

Wir laden zum nächsten Meetup ein. Diesmal definitiv hybrid und mit einem tiefen in die Praxis moderner KI-Entwicklungen. Im Mittelpunkt steht ein Erfahrungsbericht von **Hans Brender (MVP)**. Er gibt Einblicke in die Entwicklung einer Lösung für die elektronische Patientenakte **(ePA)**. Von den ersten Architekturideen bis zur Umsetzung im realen, hochsensiblen Umfeld. Ein besonderer Fokus liegt auf die Modell-Reise von ChatGPT über DeepSeek bis hin zu Mistral AI und der Frage, warum dieser Weg genau so verlaufen ist. Wir sprechen unter anderem über: * **Modell-Evolution:** Warum führte der Weg von ChatGPT über DeepSeek letztlich zu Mistral AI? * **Gründe & Hürden:** Welche Entscheidungsfaktoren spielten eine Rolle und welche Herausforderungen bracht die ePA mit sich? * **Praxis-Check:** Was funktioniert im Alltag wirklich und was stößt an klare Grenzen? Wie immer lebt das Meetup vom offenen Austausch. Fragen, eigene Erfahrungen und Perspektiven sind audrücklich willkommen. Egal ob zu Claude, Gemini, Copilot oder zur Integration von KI in bestehende System. Wir freuen uns auf einen gemeinsamen Abend bei uns in Schwabach!

Start um 19.00 Uhr ab Marktplatz Zürich Oerlikon Dauer: 60 Minuten Lauftempo: 6 min/km (10 km/h) Start 7pm at Marktplatz Zürich Oerlikon Duration: 60 minutes Pace: approx. 6 min/km (9:39 min/mile)

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/

Elisee Kukulu and Eva Sanneke Brinksma will present their award-winning work on visualizing hurricanes. They will share their approach to representing these powerful weather phenomena, discussing design decisions, challenges faced, and solutions developed. This session offers insights into the process of making complex meteorological data accessible through visualization. **Speaker:** Elisee Kukulu and Eva Sanneke Brinksma are students in the [Bachelor in Data Design + Art](https://www.hslu.ch/en/lucerne-school-of-design-film-and-art/degree-programmes/bachelor/data-design-and-art/) program at the HSLU. **Agenda**: 17:00 Doors open 17:00–17:30 Drinks & chats 17:30–18:30 Presentation 18:30–19:00 Drinks & chats 19:00 Goodbye! **Format**: This session will be a presentation followed by a plenary conversation for questions and answers with our speakers. **Language**: To include a multitude of perspectives, the spoken language of this meetup will be English. **Streaming:** If you can’t be with us in person, you can join the livestream at 17:30 on Zoom. **You don’t need to register on Meetup to join virtually.** Link: https://us02web.zoom.us/j/83827343718 Interactive Things will provide drinks and snacks and moderate the presentation.

Welcome back to Papers We Love, Zurich! In this session, Daniel Galán Pascual, a PhD student in the Information Security group at ETH Zürich, will present "**A Gentle Introduction to Ownership Types in Rust**". Ownership types are what give Rust its memory safety guarantees: the compiler statically rules out entire classes of bugs (use-after-free, data races, dangling pointers) with no garbage collector and no runtime cost. Through worked examples, the talk builds a working understanding of ownership in practice, drawing on the conceptual model of "[A Grounded Conceptual Model for Ownership Types in Rust](https://arxiv.org/abs/2309.04134)" and its accompanying Aquascope tool. **Why care?** * ***For systems programmers***: ownership types are a general approach to resource management that shows up across many languages, with Rust being the most prominent industrial example. The intuition you build means finally making sense of borrow checker errors when they matter most, both in Rust and beyond it. * ***For PL and type-theory enthusiasts***: ownership types have deep connections to linear and affine type theory. Seeing them in an industrial language reveals how theory meets real-world complexity. The talk will be 45-60 minutes, followed by discussion, Q&A and snacks. No prior background in type systems or Rust is required. However, basic systems programming background will be beneficial.

Hi all Let’s get together and unpack the most important AWS updates from the past quarter. We’ll review major announcements, share opinions, and discuss real-world implications for developers, startups, and enterprises. Bring your questions and perspectives—this is a community conversation. 📅 Date: 29.04.2026 🕒 Time: 18:00 📍 Location: RedHat Office - Zürich **Agenda** 18:00-18:30 - Welcome & Coffee 18:30-19:15 - What’s New in AWS? (Q1 2026) 19:15-19:45 - Amazon S3 Files 19:45-20:00 - AWS AI Certifications: Where to Start 20:00-21:00 - Networking / Food / Drinks **Amazon S3 Files: What’s New & What It Means** Let’s take a look at the latest updates around file access in Amazon S3 and what they could mean in practice. We’ll walk through the key ideas, share first impressions, and discuss where this might actually be useful (and where it might not). Expect a lightweight, community-driven discussion. **AWS AI Certifications: Where to Start** Curious about AWS AI certifications but not sure where to begin? In this short session, we’ll go over the available options, what they cover, and how to choose the right path based on your background and goals. Expect a quick, community-driven overview with room to share experiences and tips. Grab your spot, bring your questions, and join us for cloud talk, networking, and a drink or two. See you there!

Let's sew, support and chat together! Bring your current/old/new project to work on. Share your experiences, tears and blood, and successes. Help each other with fittings, ideas and techniques. Recommended to bring your own sewing kit. Optional your sewing machine. There will be two sewing machines available, iron machine, sewing materials you may have forgotten, reference books, etc. Some light refreshments will be available during the session, only close containers in sewing area. Feel free to bring lunch or snacks for yourselves or to share for lunch break. Exact address will be provided through private message once registered for the event. A small donation of up to 5chf will be appreciated for the use and maintenance of resources available.

Hares (someone to set the route) are Premature C\*cksucker and Out of Africa. We will play [Mafia ](https://en.wikipedia.org/wiki/Mafia_(party_game))on trail. Come join us! **Where**: Bag drop at Affoltern Bahnhof Mobility. 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/) )

Angular Zürich is back this April with two exciting talks exploring the future of Angular and modern application architecture. In the first talk, **Tomas Trajan** presents *“Embracing agentic future with Angular Skills & MCP”* He will explore how Angular is evolving in the age of intelligent, agent-driven systems, and what skills developers need to stay ahead. Expect insights into modern Angular capabilities, emerging patterns, and how MCP and agent-based approaches are shaping the future of frontend development. The second talk by **Mateusz Halada**, *“Gone without a Zone - Understanding Zoneless Angular”* dives into one of the most important shifts in Angular’s evolution. You’ll learn what it means to go zoneless, why it matters for performance and developer experience, and how to approach building applications without Zone.js. Join us for an evening of forward-looking Angular topics, practical insights, and great discussions with the community. **Agenda** * 18:00 – **Doors open** * 18:15 - 18:30 – **Intro** * 18:30 - 19:00 – **Tomas Trajan** \- Embracing agentic future with Angular Skills & MCP * 19:05 - 19:45 – **Mateusz Halada** \- Gone without a Zone \- Understanding Zoneless Angular * 19:50 - 21:00 – **Networking**

### Ready to Launch an AI-Powered Ebook Empire? Unlock the secrets to creating a thriving ebook business with the amazing power of AI. Even without prior writing experience, you can craft, publish, and profit from ebooks, tapping into a lucrative passive income stream. #### ➡️ Secure Your Spot Now: [🚀 REGISTER 🚀](https://remoteready.io/product/AIEbookBusiness?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-05-01T22:00:00Z) **(Please note: An RSVP here doesn't guarantee your spot. Use the registration link above.)** --- This masterclass provides a complete blueprint for creating an AI-driven ebook business. We'll explore everything from identifying the *right* niche and leveraging AI for content creation to publishing on Amazon KDP and boosting your book sales. It's an end-to-end system that minimizes effort while maximizing potential. ##### Is This For You? This class fits if you're: * Dreaming of self-publishing success on Amazon KDP * Seeking passive income opportunities through digital products * An entreprenuerially-minded person craving a scalable online side hustle. ##### Class Highlights: We're going to deep dive into: * Strategies for competitive pricing and smart keyword optimisation to get found. * The legal landscape of AI-generated content; stay compliant and effective. * How a *portfolio* of ebooks can create compounding passive income streams over time. * Get inspired by real-world examples of AI ebook businesses pulling in $2K–$20K each month! * Tried-and-tested promotion strategies that lead to consistent ebook sales. ##### The Proof is in the Pudding: *"I now have 10 books out there! This passive income thing? It's totally real."* – A Happy AI Ebook Publisher ##### Visualize This: Let AI handle the writing; you focus on building that empire. 💰

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

# 🤖 Crack the AI Influencer Code 🤖 Tired of the grind? Envision a digital creator working for *you*, 24/7. We're talking skyrocketing growth, brand partnerships galore, all fuelled by the power of artificial intelligence. This is where it happens. ### [🔥 GRAB YOUR SPOT NOW! 🔥](https://remoteready.io/product/AiInfluencer?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-05-01T22:00:00Z) --- Ditch the camera shyness. You're about to discover the secrets to crafting a captivating AI persona, pumping out hyperrealistic content, and amassing a loyal following on Instagram and TikTok. Cha-ching! Monetization is the name of the game: lucrative sponsorships, high-converting affiliate links, and your own digital products. **Is This You?** * Want to turn social media into a cash machine *without* becoming a public figure? * Chasing that sweet influencer income *without* ever stepping in front of a lens? * Obsessed with AI image and video generation's potential? * A social media maestro hungry for *new* ways to generate serious revenue? * Got that side-hustle hustle and want a *scalable, automated* income stream? **Inside the AI Influencer Blueprint:** * **Unleash the Vault:** Explore proven strategies that turn followers into dollars – think *brand deals, affiliate marketing, and digital product sales*. * **Automate Everything:** Construct a killer content calendar and make those daily posts run like clockwork. * **Reality Check:** Get the inside scoop on AI influencers already *raking in $3,000-$30,000 every single month.* 🤯 See how they did it. * **Stay Legit:** Don't get caught out; understand the *legal and ethical rules* when creating AI personalities. Unleash your AI influencer's potential **today**. Spaces are vanishing. Fast.

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9