Data Profiling

**If your design feels right, how do you prove that it works?** Creatives are taught to trust their instincts, and rightly so. But intuition alone can leave your best work undefended in the room, and it cannot tell you whether a design actually changed anything. What looks better in a critique still needs to prove that it creates value in the real world. So, the real challenge is knowing what works, not just what looks good. In this keynote, **Mario Stipetic**, product designer, engineer, and product manager based in Zürich, introduces data-driven design as a practical way to use evidence without killing creativity. With over 14 years of experience designing and building SaaS web and mobile products end to end, including as Head of Product Design at a US-based fintech, Mario works at the intersection of design, product, and engineering. Join us on **June 30** as Mario shows, through real before-and-after case studies, how simple data can help teams test ideas, iterate faster, and build products people keep coming back to. **💡 What will you learn?** * Why creativity and data work best together, and how measurement helps you defend your design decisions * How simple methods like a 1–5 survey, a funnel, or a fake button can give you real proof without a big team or budget * How to set a clear hypothesis and one metric before you design, then measure before vs after * How to read what the data is telling you and turn it into sharper copy, visuals, flows, and product decisions *Connect with Mario* [LinkedIn](http://linkedin.com/in/mariostipetic) —— **📍 Where?** [Kulturhaus Helferei](https://maps.app.goo.gl/AJuPTcLTmihXxHyn9), near the Grossmünster in Niederdorf. \> Kirchgasse 13\, 8001 Zürich (Tram-Station Helmhaus) **📅 When?** Tuesday, June 30, 6:45 PM / 18:45 Uhr **⏰ What’s the schedule?** 6:30 PM → Doors open 6:45 PM → Keynote + Q&A 7:30 PM → Networking 🔗 **Discord** Get event reminders and connect with other members on Discord: ➡️ [discord.gg/PAyRBDhKkk](https://discord.gg/PAyRBDhKkk) —— **Who’s Visual Fields?** Visual Fields is a network of designers and creatives built for people to connect, support, and share with fellow experts. We have upcoming events in Zürich, Basel, and Luzern. [Check out upcoming events](https://www.visualfields.ch/) —— **Event policies** We have zero tolerance for discrimination or harassment. Be mindful not to make assumptions about gender, sexual orientation, or identity. Always ask for consent - for physical contact and work critique - and treat everyone and the space with respect. [All policies](https://www.joyed.com/experiences/ep) **Fine print (the friendly kind)** By joining, you agree that photos or videos taken at the event may be used by Visual Fields for promotional and communication purposes. See you there! 😇

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/

**Und was Unternehmen daraus über Sichtbarkeit, Kontrolle und Vertrauen in der KI-Welt lernen.** «Stöck, Wyys, Stich.» In der Schweiz weiss jeder sofort, was gespielt wird. Die grossen KI-Modelle kennen unser Kulturgut jedoch nur oberflächlich. Wo das Trainingsmaterial dünn ist, erfinden sie die Regeln mit voller Überzeugung. Dasselbe Problem hat fast jede Firma mit ihrem internen Fach- und Produktwissen. Remo Prinz zeigt, wie man durch strukturierte Daten Teil des KI-Training Korpus wird, verlässlich zitiert wird und dieses Fundament über ein autorisiertes Model Context Protocol (MCP) zu einer kontrollierten, vertrauenswürdigen Live-Quelle ausbaut. Ist es ausserdem möglich, ein Modell zu trainieren, das nicht nur perfekt jasst, sondern als geduldiger Mentor jeden Zug erklären kann? Ein Abend über Tradition, strukturierte Daten – und die Frage, wie Organisationen in der KI-Welt zur Quelle werden, der die Maschinen vertrauen.

Build //localhost:Zürich **@Microsoft** *Join us in person at Microsoft offices (The Circle)!!* **RSVP Here: https://globalai.community/e/f06j3reb** **(meetup does not host any registration so register on the above link)** For the uninitiated — Build //localhost is a globally coordinated developer event series where builders, engineers, and AI enthusiasts gather locally to demo, discuss, and discover what's being built in their own backyard. Think: real talks, real demos, real conversations — no fluff. 𝗔𝘁 𝗕𝘂𝗶𝗹𝗱 //𝗹𝗼𝗰𝗮𝗹𝗵𝗼𝘀𝘁:Zurich, 𝗲𝘅𝗽𝗲𝗰𝘁: ⚙️ Live technical sessions & hands-on demos 🤖 AI-first conversations with practitioners 🔗 Meaningful networking with Zurich's builder community 💡 Spontaneous ideas, collaborations, and maybe a few "𝘄𝗵𝘆 𝗱𝗶𝗱𝗻'𝘁 𝗜 𝘁𝗵𝗶𝗻𝗸 𝗼𝗳 𝘁𝗵𝗮𝘁" moments **Agenda:** * **14:00 - 14:15** Welcome session * **14:15 - 14:45** Keynote - Latest and greatest about GitHub Copilot and AI Agents in the SDLC - Dominique Broeglin (Microsoft) * **15:00 - 15:30** Microsoft Agent Framework at Build: From Chatbots to Agentic Workflows - Jose Luis Latorre (Swiss Life) * **15:30 - 16:00** Talk 2 - Roundtable - Dr. Alexander Wachtel (ESC Deutschland) * **16:00 - 16:30** Break * **16:30 - 17:00** Microsoft IQ and the New Enterprise Context Layer - Dr. Alexander Wachtel (ESC Deutschland) * **17:00 - 17:30** Agents at scale - Bernhard Merkle (Blockbrain) * **17:30 - 18:00** Break * **18:00 - 18:30** From Aspire to Azure Container Apps: Building Secure Containers with SBOM and CVE Checks - Damien Bowden (isolutions) * **18:30 - 19:00** Endnote - Bring Copilot to your app: real integrations with Copilot SDK - Emanuele Bartolesi (Xebia) * **19:00 - 19:30** Closing & Networking (also a small apero) The event is held in English.

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/

**Trust, but Sandbox** Agents are becoming more autonomous, are expected to work more independently, and are being granted greater privileges. They install tools as and when they need them. And they can access all files on the system, use the browser with existing cookies, and much more. How can we allow the agent to work while still maintaining control? The talk will present three methods for isolating coding agents and compare their advantages and disadvantages. First, I’ll outline the capabilities of a local agent and the risks that come with them. In a live demo, I’ll show just how simple sandboxing can be and how great it feels to switch to ‘YOLO mode’ without a second thought and let the agent work on his tasks. Finally, we’ll take a look at some practical features that a separate environment for agents can offer. **Michael Krämer** is working in software development for over 20 year and works as a Software Architect at INNOQ. He is very commited to work out component designs with clearly defined responsibilities and to find appropriate solutions for requirements. Besides that he is engaged in Machine Learning, the integration of ML models in production environments and works as a trainer for Software Architecture.

Right ... meet at Begonienstr. 9, Zürich (near Nihao restaurant). Buzzer: Heiskanen. https://www.openstreetmap.org/way/42438928#map=19/47.402524/8.546013

**[⚠️ >>Ticket needed (click here)<<](https://link.social-circle.ch/3Aq0) or** **[tickets.social-circle.ch](https://tickets.social-circle.ch/)** 🎉 **Pub Quiz Night** 🎉 Join us for a night full of **mind-bending questions**, **unexpected twists**, and **more laughs than right answers** (probably). Whether you're a trivia wizard or just really good at pretending you know stuff, this night’s for you! Join our whatsapp group for updates on this event: [https://link.social-circle.ch/vo0l](https://link.social-circle.ch/vo0l) 📍 **Location:** BOHO 💰 **Price:** 15.- (includes tasty snacks + a prize for the winning team 🍾) 👥 **How Teams Work:** 🔹 Got a crew? Awesome, bring your squad and show us what you've got! 🔹 Looking to mingle with singles? We’ve got you! → Think 2 girls + 2 guys = the perfect cocktail of brainpower and awkward icebreakers 🔹 Not single? No problem! We’ll still team you up with some brilliant minds and maybe a few terrible guessers for balance 🏆 **What’s in it for you?** Glory, bragging rights, and the sweet, sweet taste of Prosecco-fueled victory. 💬 **Come for the trivia, stay for the chaos.** Spots are limited, so grab your seat before your smarter friend does! 🎟️ ​P.S. Pictures might be taken during the event, if you do not want it please let the organizer know. Tickets are non-refundable. **Want more events like this? Join our WhatsApp community:** [https://link.social-circle.ch/sVZD](https://link.social-circle.ch/sVZD)

Come enjoy the magic of improvisation theatre! Give us inputs, and watch us act out your inputs this Friday 3rd July! Students of four different Storylabor improv theatre courses are on stage, and the teachers are doing a jam for desert. Anything can happen, but there's a strong chance for fun & games, stories & socialising in a community of the friendliest people from all around the world! **One drink included in the ticket price!** 🥂🍷🍸🍹🧉🍺🍻🥃🤗 Theater Ida, Aargauerstrasse 80, Zürich, (at the rear left corner of the Basislager areal) Doors & Bar open at 7 pm. Show starts at 7.30 pm **Tickets** 15 CHF including Drink [www.storylabor.ch/shows](https://www.storylabor.ch/shows)

### **Poolside Chats: Design, Research, Engineering & UX** Join us for a relaxed summer gathering at one of Zurich’s local Badis. This is a casual community meetup for designers, researchers developers, product managers, and other curious builders who enjoy thoughtful conversations, sharing ideas, and spending time outdoors. We’ll gather by the pool to discuss topics such as: * Passion projects * Design, technology, and product thinking * Ethical and responsible uses of AI * Creativity, learning, and experimentation * Personal philosophies and ways of working * Interesting questions about the future The format is intentionally informal. Feel free to join a conversation, listen, ask questions, or share something you’ve been exploring. Need a break? Take a swim, cool off, and come back with a fresh perspective or a new idea to discuss. This is not a recruiting event, job fair, or transactional networking meetup. While meaningful professional relationships may naturally develop over time, the purpose of the gathering is not to find clients, hire employees, or look for your next job. Instead, the goal is to create a welcoming space for genuine conversation, intellectual curiosity, and human connection. Bring your curiosity, a towel, and whatever ideas have been occupying your mind lately. \*Come to exchange ideas, not business cards.\*

Two complementary takes on what actually decides whether AI delivers value in an organization. One on why role-based structures are the real enabler, the other on what happens to teams when AI starts resolving the tickets. Here's what's planned for the evening: 17:30 - 18:00 - Arrival and first drinks 18:00 - 18:45 - AI Value Creation Starts Beyond Technology by Ralf Günthner 18:45 - 19:30 - When the Bot Takes the Ticket: Keeping Teams Effective as AI Rewrites the Rules by Dagmar Muth 19:30 - 20:30 - Networking, Open Space & More drinks\* **AI Value Creation Starts Beyond Technology** Many companies are currently investing heavily in AI agents, copilots, and automation, yet the expected gains in productivity and innovation often fail to materialize. The reason is rarely technological, but structural: classic hierarchical organizational models are not designed to collaborate effectively with learning, adaptive systems. This keynote explains why role-based work is the decisive enabler for successful AI adoption. In role-based organizations, responsibilities are clearly defined, decision rights are decentralized, and collaboration is dynamically organized, exactly the conditions under which AI agents can deliver maximum value. Drawing on current research (including McKinsey, MIT CISR, and Harvard Business School) and practical examples from industry, mechanical engineering, and chemicals, the keynote shows how companies can combine AI agents with role-based structures to: * drastically shorten implementation timelines * increase acceptance and trust in AI * enable continuous optimization instead of one-off pilot projects * significantly improve the ROI of AI investments The core message: AI does not transform organizations, organizations determine whether AI creates impact. Those who invest today in role-based ways of working, shared leadership, and decentralized decision logic build the operational foundation to not only introduce AI, but scale it strategically. **Ralf Günthner** Ralf Günthner is a transformation expert, entrepreneur, and lecturer with over 25 years of experience in digital transformation, AI, IoT, and organizational development. In his keynotes, he shows why AI value creation does not emerge from algorithms, platforms, or tools, but from leadership, culture, decision-making logic, and effective collaboration. He combines deep technology expertise with systems thinking, neuroscience, and hands-on transformation work. As Co-CEO of Team-Factory GmbH, he supports companies in anchoring AI strategically, creating orientation, and delivering sustainable impact, beyond hype and technology fixation. **When the Bot Takes the Ticket: Keeping Teams Effective as AI Rewrites the Rules** AI agents are starting to resolve incidents, write code, and close tickets. That's great for throughput, but what happens to the humans in the team? Motivation, ownership, skill development, and psychological safety don't disappear as team development topics just because productivity metrics go up. In this talk, Dagmar Muth draws on her work with engineering and product teams navigating AI-driven transformation. She shares what it takes to make AI integration work for the whole team: how to preserve ownership and purpose, keep accountability clear, and build the patterns that distinguish teams that thrive from those that merely adapt. You'll leave with a clear mental model for thinking about team health in AI-augmented setups and concrete questions to bring back to your own team or organization. **Dagmar Muth** Dagmar Muth is a systemic organizational developer and agile coach with 20 years of experience guiding teams and companies through transformation. As a co-worker of pragmatic solutions ag in Zürich, she supports organizations in finding the right setup, processes, and culture to sustain performance from vision to go-live, increasingly in contexts shaped by AI. She works with cross-functional tech and product teams, coaches leaders, and lectures on agile project management at SIB. Her particular focus right now: how organizations integrate AI without losing what makes their teams actually work. Many thanks to our **sponsors**: * Catering Sponsor: **DevOpsDays Zürich** https://www.devopsdays.ch/ * Location Sponsor: **Digicomp** https://www.digicomp.ch/ \* contact us min. 3 days prior to the event if you prefer a vegan option.

A relaxed social evening with a reserved space exclusively for our group—safe, comfortable, and welcoming! Meet like-minded ladies and gentlemen, enjoy easy conversations, and make genuine new connections at our Fast Friending evening! **You will need to buy a ticket for attending -** [https://zurich4thjuly.eventbrite.co.uk](https://zurich4thjuly.eventbrite.co.uk) \*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account. TICKETS:- Early bird - CHF 10 Regular ticket - CHF 15 Cash at the meetup - If you have not purchased your ticket in advance then you can pay CHF 20 per person in cash on the day of the meetup to Neo (Please bring exact change) 'Fast friending' is our fun and quick way to help you make new connections quickly with both ladies and gentlemen. These are people in the age group of 25 and 45 and so you will be on a similar wavelength. Naturally you can always choose who to speak with based on your preference! **Here’s how your evening will flow:** **7:00 PM – Welcome** Arrive at 7:00 PM and be welcomed by your host, Neo, who will guide the evening and help with introductions. Feeling shy? Come a little early and she’ll ease you into small-group conversations. You’re also welcome to bring a lady friend along for free. **7:30 – 8:30 PM \| Fast Friending** Chat with a new attendee every 3 minutes, ensuring you meet a variety of like-minded ladies and gentlemen. **After 8:30 PM \| Open Mingling** Reconnect with those you enjoyed speaking to and continue meaningful conversations at your own pace If you are a bit shy or anxious then please come early. Julianne will help you meet other members in a small group and help you settle down and get comfortable. \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 21 to 40 age group\. \- Our evenings are not about 'dating' or for 'romantic' connections\. 'Fast friending' is NOT 'Speed dating'\. 'Fast friending' is designed to help members meet other like minded ladies and gents\. It is about new friendships and connections\. Naturally\, new friendships can lead to dating or romantic connections\, but that is not our focus\. Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). \-\-\-\-\-\-\-\-\-\-\-\-\-\- You can contact our founder Dan on +447715705005 with any questions or ideas. \-\-\-\-\-\-\-\-\-\-\-\-\-\- **Here are some videos which will give you some guidance and comfort to make your attendance more productive.** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing ](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs) How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI) Why you should attend our evenings - [https://www.youtube.com/watch?v=wEjwGBXzJE8](https://www.youtube.com/watch?v=wEjwGBXzJE8) Member feedback - [https://youtu.be/bF_oxrWGqus?si=8ewukkeawt1N12nm](https://youtu.be/bF_oxrWGqus?si=8ewukkeawt1N12nm)

**Book your 1:1 before the group sessions fill up.** This is a 60-minute personal consultation with Mel Nikolic — designed to prepare you for the Claude & Aperol workshop series running in August. Whether you're job hunting, thinking about a career move, or just know your online presence is overdue an upgrade, this session gives you the clarity and direction to actually do something about it. *** **What we work on together:** Depending on which Claude & Aperol workshop you're joining, we'll focus on what matters most for you: **If you're joining "Land Your Next Job Using AI" (19. Aug):** We go through your CV together — not to reformat it, but to reposition it. We'll identify what's working, what's costing you interviews, and how to talk about your experience in a way that actually lands. You leave with a clear direction for your job search and a CV worth sending. **If you're joining "Build Your Personal Website" (31. Aug):** We work through your personal brand — your Why, your strengths, how you want to show up, and what you want your website to say about you. You leave with a clear brief that feeds directly into the group build session. **If you're joining both:** We cover the full picture. Career positioning, personal brand, and the story that connects them. *** **About Mel** Mel Nikolic is co-founder of Peakwell and has spent years at the intersection of psychology, marketing, and hiring — including sitting on the other side of the table for senior-level roles. She brings that perspective into every session: what actually makes someone stand out, and what gets them overlooked. *** **Practical details** 📅 Flexible dates in July & August: book directly via Calendly ⏱ 60 minutes, online (video call) 💶 Included in your Claude & Aperol workshop ticket Whether you're job hunting, thinking about a career move, or just know your online presence is overdue an upgrade, this session gives you the clarity and direction to actually do something about it. Depending on which Claude & Aperol workshop you're joining, we'll focus on what matters most for you: **If you're joining "Land Your Next Job Using AI" (19. Aug):** We go through your CV together — not to reformat it, but to reposition it. We'll identify what's working, what's costing you interviews, and how to talk about your experience in a way that actually lands. You leave with a clear direction for your job search and a CV worth sending. Make sure to book your ticket first: https://luma.com/9z8wvgad **If you're joining "Build Your Personal Website" (31. Aug):** We work through your personal brand: your Why, your strengths, how you want to show up, and what you want your website to say about you. You leave with a clear brief that feeds directly into the group build session. Make sure to book your ticket first: https://luma.com/fz5teyt6 **If you're joining both:** We cover the full picture. Career positioning, personal brand, and the story that connects them. *** **The Claude & Aperol workshops this session feeds into:** 🍹 Land Your Next Job Using AI — Wednesday 19. August, 17:30–20:30 → luma.com/9z8wvgad 🌐 Build Your Personal Website Using AI — Monday 31. August, 17:30–20:30 → luma.com/fz5teyt6 Spots are limited. If you haven't booked your workshop yet, do that first then book this coaching session.

Welcome to the **Task-Buddies** event of the **Zürich Productivity Circle**, where we bring together like-minded individuals to work on personal goals and share the experience of growth in a supportive community. Maybe you are building a business or side hustle, studying for a course, learning a new (programming) language, figuring the tax system out, writing code, prose, or poetry, researching new stocks for your portfolio, tackling your German homework, or upskilling for your job. In all of these cases and more, this is the perfect space for you. In fact, productivity does not end there. Even if you just want to read a psychology book to resolve a personal struggle, sketch a mountain, listen to podcasts, organize your week, respond to unanswered emails and messages, enjoy a novel, or just reflect and meditate, you are very welcome here. For any task that adds positively to your life and can be done sitting down with others (exception: anything noisy/disruptive/disrespectful), you will fit into the events. We will meet at a work-friendly café in Zürich and follow the agenda below. **Agenda:** * **Introductions and food (20-30 mins):** Start with a round of introductions to get to know each other and share what we'll be working on, buy our food and drinks (alternatively one can also buy them later on). * **Productive Work Session (1-2 hours)** Dive into your individual tasks in a focussed, distraction-free environment. * **Collective Break and Socializing (\~15 mins):** Take a planned break to stretch, chat, get more coffee, and share insights about your projects. * **Continued Work Session (1-2 hours):** Get back to your tasks with renewed focus and motivation. * **Wrap-Up and Reflections (15+ mins):** Conclude with a reflection on what we accomplished, share productivity tips or questions, discuss plans for future meetups, stay back for more chit chat if you like. **What to Bring:** * Your project or task materials (laptop, charger, books, sketchpad, pen, etc.) * Respectful and kind demeanour * A positive attitude and a willingness to share and learn **Note:** Please ensure that your tasks are suitable for a quiet, communal setting. We aim to maintain a respectful and conducive environment for everyone. **Venue Courtesy:** Out of courtesy for the venue, please order something to eat or drink for yourself. This helps support the café and ensures we can continue to use their space for our meetups.

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. 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)

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!

Whether you've never done improv before, or you've done it for so long you were quoted in *Truth in Comedy*, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup**! The idea behind improvised comedy is to create entire scenes from scratch. A suggestion is taken from the audience and laughter is built on the spot. This can be done in game form, like *Whose Line Is It Anyway, Make Some Noise,* or *Wild 'n Out*; it can also be done in a longer way, to tell a complicated story, like *TJ & Dave*. Our meetup, which is central Ohio's longest running (and FREE!) weekly comedy event, brings the games for you to play in a safe, supportive, and compassionate environment. Afterward, many members will hang out in *Gresso's* itself and get to know each other. Not only is this a lot of fun, but you get to work on thinking faster on your feet, your public speaking, plus it's an excellent way to meet new people and build relationships that will last a lifetime, and you do that while laughing your butt off! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "*Yes, And*" that you'll have a blast!

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.