Credit Risk Analytics

A decade. Hundreds of conversations, ideas, and inspirations. And we're celebrating with a meetup that truly delivers. Three exceptional speakers, topics that matter, and plenty of room for what has made this meetup special for 10 years: real people, real conversations, real networking. **The Evening at a Glance** 17:30 Doors open, first drinks, familiar faces and new ones 18:00 Welcome and a brief look back at 10 years of DevOps Meetup Zurich 18:15–18:45 **Claws in the Dark: Bringing DevSecOps to Legacy Hardware with Robotics and Playwright** by Alexander Friesen 18:45–19:15 **Beyond Agile: Structuring Organizations for Real Autonomy** by Lea Düker 19:15–19:25 Short break 19:25–19:55 **From Bottlenecks to Flow: OKRs, Value Stream Management, and Governance Done Right** by Vasileios Konofaos 19:55–20:15 Panel discussion with all three speakers 20:15 Networking, Open Space, snacks, drinks, and anniversary cake 🎂 **Claws in the Dark: Bringing DevSecOps to Legacy Hardware with Robotics and Playwright** What do you do when your software’s "deployment target" is a piece of security hardware embedded in a concrete wall for 20 years? In the world of access control, we don't have the luxury of "move fast and break things"—if the integration fails, the door stays locked. For decades, hardware development at Primion relied on manual bit-shifting, incomplete specifications, and the "read, write, and pray" method. When the pandemic decentralized our R&D department—scattering 60 developers across Europe—the traditional model of physical bench testing collapsed. We couldn't send a lab to everyone’s home, so we brought the developers to the lab through robotics. In this session, we deep-dive into how we bridged the physical-digital divide by building a fully automated hardware-in-the-loop (HIL) testing farm. We will explore: * The Architecture: How we orchestrate GitLab CI, Azure ephemeral environments, and Playwright to drive physical interactions. * The Hardware Hack: How a 200 CHF robotic claw replaced manual testing, allowing developers to "touch" hardware from anywhere in the world. * The Shift-Left Strategy: Moving from "praying for compatibility" to robust integration testing that catches bit-level errors before they ever hit the factory floor. * Scaling on a Budget: How a single working student scaled our setup to 20+ (and rising) automated test cells. Join us to see how "claws moving in the dark" turned hardware debugging from a nightmare into a breeze, and learn how to apply DevSecOps principles to the most stubborn, physical environments. **Alexander Friesen** Aexander is a **Lead IT Architect** with over a decade of experience in software architecture and technical leadership. He specializes in building and scaling modern ecosystems for major enterprises like **Swisscard** and **Siemens**. DevOps & Platform Engineering Highlights * **Platform Leadership:** Directed technical strategy for Siemens’ IoT flagship "BuildingX" and managed multi-million dollar budgets for large-scale SAFe trains. * **Automation & Compliance:** Expert in **DevSecOps**, achieving ISO27000 compliance through automated CI/CD pipelines and security scanning. * **Efficiency Gains:** Improved software team productivity by **30%** through the implementation of AI Ops and Internal Developer Platforms. * **Cloud Native Stack:** Certified **AWS Architect** with deep expertise in Kubernetes, Terraform, Serverless, and **Data Mesh** architectures. * **Global Teams:** Proven track record of leading cross-functional engineering teams across Switzerland, Germany, the USA, and India. **Beyond Agile: Structuring Organizations for Real Autonomy** Many organizations invest in agile methods, DevOps, and new technologies, and yet the desired impact on collaboration, accountability, and decision-making often fails to materialize. A key lever for change lies in how organizations are structured. This talk provides an introduction to Holacracy as a model for radical self-organization and places it within the broader landscape of organizational development. It explains what defines Holacracy, the principles behind it, and the problems it aims to address. The focus, however, is not solely on the organizational model. The talk also presents concrete tools and practices of self-organization, such as clear role definitions, structured decision-making processes, and transparent governance, that can be applied regardless of the organizational structure in place. **Lea Düker** * Since 2024: IT Project Manager and Scrum Master at digital agency Unic AG * 2021–2024: Project Manager and Deputy Head of IT at the Building Department of the City of Zurich * 2018–2021: Consultant for Process Management at Join GmbH * 2016–2018: Master's degree in Business Management with a specialization in Process Management **From Bottlenecks to Flow: OKRs, Value Stream Management, and Governance Done Right** In our session, we'll be delving into the advanced flow engineering practices we've implemented at KPMG CH for our Cloud Platform. These methods have truly transformed how we deliver outcomes—faster, safer, and with an even greater level of satisfaction. During the session, we'll take a closer look at how we leverage OKRs to align teams and drive strategic goals, and how Value Stream Management helps us optimize workflow and eliminate bottlenecks. Our robust Governance model will also be discussed, highlighting how we maintain compliance without sacrificing agility. Beyond sharing the technical details, we'll reflect on the lessons learned and valuable insights we've gained throughout our journey. Our goal is to provide actionable takeaways that will benefit the DevOps community and inspire organizations seeking to enhance their delivery pipelines and nurture a culture of continuous improvement. **Vasileios Konofaos** Head of Business Services CH Group Digital Vasileios Konofaos is a seasoned technology leader with more than 20 years of experience driving large‑scale software engineering, cloud infrastructure, and digital transformation initiatives. As Director of Business Services CH Group Digital at KPMG Switzerland, he leads high‑impact programs that advance innovation, operational excellence, and AI‑enabled capabilities across the organization. His career spans senior roles in global financial institutions and consulting firms, where he has successfully delivered complex projects in software development, automation, DevOps, and machine learning. Certified in Azure, ITIL, PMP, PRINCE2, and Scrum, Vasileios is recognized for his strategic mindset, strong leadership, and ability to empower teams to achieve exceptional results. He brings deep expertise in systems analysis, project delivery, and process improvement, consistently enabling organizations to scale technology solutions with quality and precision. Many thanks to our **sponsors**: * Catering and Location Sponsor: **KPMG** https://kpmg.com/

**[Tickets here on Eventfrog](https://eventfrog.ch/jackpotcomedy)** **Down on your luck?** Perfect. Comedy works best on people with low expectations. At **Jackpot Comedy**, comedians test brand-new jokes alongside the ones that actually work. Some hit the jackpot, some crash out spectacularly. Either way, you win, because it’s funnier when anything can happen. Expect a proper underground comedy night, close to the stage, real crowd energy, and comics who are risking their dignity for your entertainment. Hosted by **[Jack Roberts](https://www.instagram.com/jackrobertscomedy/)**, a man who has invested his long-term financial stability entirely into making strangers laugh. We’re downstairs at **Bar OTRO,** just off Langstrasse, the ideal location for high-risk decisions you’ll be glad you made the next morning. No dress code. No awkward theatre seating. Just drinks, friends, and a very high probability of laughing harder than you planned. Roll the dice. Bring someone you like. Or someone you’re unsure about, this is an excellent test. **[Tickets here on Eventfrog](https://eventfrog.ch/jackpotcomedy)** **SHOW BEGINS AT 20:00 (Doors at 19:00)**

**WALK THE TALK** Zurich Toastmasters is the place to be if you want to improve your public speaking, communication, and leadership skills. **Walk the Talk** offers a friendly and inspirational environment for all levels of public speaking experience. Guests and new members are always welcome! A typical meeting includes 1–3 prepared speeches by members, evaluations of the speeches, and Table Topics – impromptu speaking. This meeting is Hybrid. "You can speak well if your tongue can deliver the message of your heart." John Ford DISCLAIMER: We may take pictures/videos of our events and share them online or on social media. If you do not wish to be in the pictures, please let us know before the meeting starts. We will do our best to respect your wishes.

🔥 **ECSTATIC DANCE JOURNEY ZÜRICH — FREEDOM DANCE PARTY** 🔥 **Theme:** ARIES IGNITION · SOUND HEALING Please be on time, we start sharp 19:30, doors open 19:10! 🎟 **Get your ticket on Eventfrog** [https://eventfrog.ch/en/p/miscellaneous/ecstatic-dance-zuerich-aries-fire-rising-sound-healing-7445108916650828168.html](https://eventfrog.ch/en/p/miscellaneous/ecstatic-dance-zuerich-aries-fire-rising-sound-healing-7445108916650828168.html) ✨ **FIRST TIME ALWAYS FREE** — limited free tickets available. This offer is valid once per person. If you reserve a free ticket and do not attend, you are no longer eligible for a free ticket in the future. **PLEASE NOTE:** at most of our events 20–45 beautiful souls are dancing with us. Many of them don’t sign up on Meetup. In case of conflicts between website/eventfrog please ask in our telegram group as the quickest way to get feedback: [yanantintribe](https://t.me/yanantintribe) Imagine stepping into a cozy home gathering where strangers smile like old friends. Eyes shining, bodies already moving. No alcohol, no awkwardness — just music, presence, and a warm sense of belonging. A space where you can dance like no one is watching and simply be yourself. ✨ **WHAT TO EXPECT** • warm-up & playful exercises • guided movement • ecstatic free dance • uplifting music & conscious community ✨ **WHAT PEOPLE EXPERIENCE** • stress release • more energy • authentic expression • real human connection ✨ **THE SCIENCE OF DANCE** • reduces stress and increases endorphins • improves emotional regulation • strengthens social bonding and wellbeing ✨ **WHAT PEOPLE SAY** “The beautiful souls from the Yanantin Tribe are of the sweetest kind — pure angels! You can truly feel the magic.” — Pascal ✨ **PRACTICAL INFO** **When:** • Ecstatic Dance Fridays — 3 times per month • One Saturday dance per month (longer edition) Bring: comfortable clothes, water bottle, curiosity **Space guidelines** • no alcohol • silence on the dance floor • no phones on the dance floor • barefoot or dance shoes — your choice Come dance, breathe and celebrate being alive. Lovingly 💜 Barbara & András Yanantin Tribe

Olivier Club and Fishman VC have launched a series of events for ambitious founders, investors and professionals in Zurich. What we do: In partnership with other VCs and accelerators we create an environment where founders make new connections, share experience and pitch to investors. How it goes: * Pre-selected founders pitch live * Investors & founders networking together * The best pitchers are chosen for further acceleration, PR in biggest media portals and access to before market solutions for collaboration with investors and founders. * Each attendee will be added to a private network of founders and investors. Who’s invited: Venture capitalists Angel Investors Startup founders Professionals Artists After 7 years of private events we are going public! Send your pitch deck to this email address after getting pitcher ticket: pitch@olivierclub.com

**Meditations-Challenge Teil 2: Choose Love** Mittwochs, 25. März - 15. April, 2026, 18:30-20:00Uhr, KMC Schweiz in ZH- Altstetten mit Gen Kelsang Devi (in Englisch mit deutscher Übersetzung), 20CHF https://www.kadampa.ch/choose-love-woechentlicher-aufbau/ Nach dem Starter-Retreat vertiefen wir unsere Geistesschulung in authentischer Liebe in einer drei- bis vierwöchigen Meditationsreihe. Der wöchentliche Aufbau hilft uns, Liebe im Alltag bewusst und praktisch zu leben. Die wöchentlichen Abende können entweder am Montag oder am Mittwoch besucht werden. In der Meditations-Challenge „Choose Love“ lernst du, wie reine Liebe ein kraftvolles Allheilmittel gegen Negativität, Unsicherheit und innere Unruhe ist. Richtig kultiviert, führt sie zu mehr innerem Frieden, Stabilität und tiefem Glück – selbst in herausfordernden Situationen. **Du lernst:** * was echte, angstfreie Liebe ist * wie du Liebe in dir selbst entwickeln und vertiefen kannst * wie Liebe dir hilft, alltägliche Probleme zu lösen Eine Anmeldung für jeden Teil wird benötigt. Eine Teilnahme der Meditations-Challenge ist als Ganzes oder teilweise möglich.

Map the World, Change the World. Join Our Mapathon! Got a laptop? Ready to make a difference? 💥 We're on a mission to create life-saving maps for disaster response, and we need YOU. No experience? No problem. Whether you're a mapping newbie or an OpenStreetMap Pro, you'll learn, collaborate, and help create maps that matter. What to bring? Your laptop (mouse = bonus points!) Why join? Learn cool mapping skills Make a real impact in crisis zones Meet like-minded change-makers Ready to map for good? Let’s do this.

\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Update 25.03.: We are fully booked.** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Hi everyone — I'm Michael from **Digitec Galaxus**, where I'm responsible for the integration of recommender systems. Together with my colleagues at Digitec Galaxus' recommendations team, we’ve recently taken over the **Zurich Recommendation Systems** meet-up group and consider reviving it as a regular series. To kick things off, we're joining forces with the **Digitec Galaxus Product Development Meet-Up** for an evening on recommender systems in practice. We will present two talks: * **Max Nolte (Migros Genossenschaftsbund)**, amongst other things, on four years of building and operating the engine behind personalized Cumulus coupons — covering data, models, measurement, and the practical realities of running it day to day at a brick-and-mortar retailer. * **Michael Weiss and Robert Rosenbach (Digitec Galaxus)** on the full recommendation stack in Switzerlands leading e-commerce platform — from the engineering architecture that keeps things fast, scalable, and maintainable, to insights from model training: what to optimize for and which inputs matter the most. Each presentation will take roughly 30 minutes, including questions, leaving plenty of time for discussion and exchange afterwards. To participate, please sign up for the events in both groups: * **Digitec Galaxus Product Development Meet-Up** — Primary organizer: This is the sign-up that counts, and you’ll also find a more comprehensive announcement of the talks there ;-) [https://www.meetup.com/digitec-galaxus-zuerich/events/313707996](https://www.meetup.com/digitec-galaxus-zuerich/events/313707996) * **Zurich Recommendation Systems** (i.e., this event) — to help us gauge interest in running this as a continuous series going forward Looking forward to seeing you there!

**Wie du deine eigene Meditationspraxis aufbaust** Sonntag 12. April, 2026, 15:00-17:30Uhr, KMC Schweiz in ZH-Altstetten, Deutsch, 30CHF https://www.kadampa.ch/meditation-meistern/ Stell dir vor, du hättest eine Meditationspraxis, die dir wirklich gut tut – eine, die dir Ruhe schenkt, innere Stabilität aufbaut und dich im Alltag trägt. Genau dabei unterstützt dich dieser Kurs. Schritt für Schritt lernst du, wie du dir eine persönliche Meditationsroutine aufbaust: mit klaren Anleitungen, praktischen Übungen und Methoden, die du sofort anwenden kannst. **Du lernst:** * die wichtigsten Bausteine einer nachhaltigen, täglichen Meditationsroutine * wie du eine regelmäßige Meditationspraxis aufbaust und langfristig beibehältst * wie du Meditation fest in deinen Alltag integrierst – als stärkenden Begleiter für mehr Ruhe und innere Stabilität 18\. Januar Deutsch 01\. März Englisch 12\. April Deutsch 10\. Mai Deutsch 07\. Juni Englisch 23\. August Deutsch 20\. September Deutsch 18\. Oktober Englisch 06\. Dezember Deutsch

It all sounded straight forward. Then the project started... Join us for an informal evening with fellow Agile practitioners, Scrum Masters, project managers, coaches, and anyone working with change, delivery, or transformation. We’ll meet at a local pizzeria, have some good food, and talk about the things that usually come up once the theory meets reality — challenges, lessons learned, different approaches, and questions we’re still figuring out. Nothing formal, just a chance to exchange ideas, meet people from the community, and have interesting conversations. Because some of the best discussions don’t happen in meeting rooms. They happen in the second floor private room of a pizzeria. 🍕 **The venue:** Da Raffaele brings a slice of Naples to the heart of Zürich's Altstadt. Think 48-hour dough, a 500°C wood-fired oven, and an amazing pizza. Two minutes from Central, close to HB — easy for everyone coming from across the city or the S-Bahn.

We are excited to invite you to join our cyber security breakfast where we share our knowledge and experience in the constantly evolving field of cybersecurity.

Hello Capitalists! This event is the meetup's regular gathering. Normally the event will be at the Insider Bar on Löwenstrasse, very near to the train station. https://www.insiderbar.ch/ We will start at 19:00. Please be constructive in your discussions, do not criticise other people's strategies and be open minded to new ideas. We're looking forward to seeing new people as well as the regulars. Thanks a lot! Andy

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. 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) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

...and speaking of breakthrough roles: who can forget the first time we saw Tom Cruise singing Bob Seeger in his underwear? Often considered an updated 1983 version of The Graduate, the movie sparkles with memorable lines and original music. I only regret that I was never told that "Princeton could use someone like Bob..." See the movie first and join us for some "Cruisin'"

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads**®**, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

**Welcome to the Women’s Columbus Bogleheads® Sub-Group** This sub-group is for **women who want to learn and discuss finances in a safe, supportive space**. For those interested in moving towards financial independence and retirement by learning investment basics, choosing your 401(k) investments, minimizing taxes, and more. We’re a local chapter of **Bogleheads®**, following a long-term, practical investment philosophy: [Investment Philosophy](https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy): https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy [Bogleheads Forum](https://www.bogleheads.org/index.php): https://www.bogleheads.org/index.php No question is too small, and no experience is too simple. Share, ask, and learn — at your own pace, without judgment, in a group of like-minded women. Let’s build confidence and knowledge **together**!