Business Intelligence & Data Warehousing

**Sponsored by:** ***\- ACP*** ***\- TD SYNNEX*** ***\- Technopark Winterthur*** **Partner-led and partner-branded by**: ***Microsoft*** Speakers: * Firas Cheaib (ACP) – When Models Become the Commodity * Victor Chibotaru(LogicStar AI) – Shipping Faster, Drowning Sooner Abstract: When Models Become the Commodity ACP Engineering works extensively with LLMs to write production code across a small team. What makes that work is not the models, but the groundwork laid before them: a portfolio of Python projects sharing the same tooling, structure, tests, CI, and linters, the same conditions that already made the codebase easy for humans to navigate. That foundation is what powers the current build of ACP-M, ACP's industrial IoT platform for manufacturing customers, and an early agentic-loop prototype now running internally. The next step is enabling customers to automate their own operations the same way. Doing that requires the same kind of preparation on their side: turning fragmented operational data into knowledge graphs, unified namespaces, and typed semantic layers, so that agents act on information that is short, focused, and reliable. Once that environment exists, the model becomes a commodity. What matters is enterprise processes and domain knowledge, not which model happens to be in fashion that quarter. Attendees will leave with a concrete way to assess whether their own environment is ready for agents at all, and what it takes to get there -- Shipping Faster, Drowning Sooner AI ships your features faster than ever, but it also ships bugs faster than ever. Code got cheap, maintenance didn't: customer complaints stack up, Sentry alerts overflow, and triaging the pile is still as expensive as it ever was. I'll show how LogicStar finds bugs across your Sentry, Jira and codebase, separates signal from noise, and helps your team fix issues that matter.

An der OST Rapperswil, Zimmer 1.262, [siehe hier](https://geometalab.gitlab.io/campus-maps-with-openstreetmap/ifs-campus-map/?search=way/902580361) (Öffentlicher Anlass) **Worum geht’s?** Wir treffen uns regelmässig als Community of Practice rund um **Software Crafting** – sauberes Design, TDD, Pairing, CI/CD, Observability, Security by Design, kontinuierliches Lernen, Erfahrungsautausch und diverses mehr. Dieses Treffen ist hands-on und praxisnah, ideal für Einsteigerinnen und Profis. **Fokus dieses Mal** Das Warum und Wie von Dokumentationen In diesem Meetup werden wir in einem interaktiven Format über Projektdokumentationen, Anforderungsspezifikationen und Architekturdokumentationen sprechen. Gemeinsam wollen wir herausfinden, was wir unter diesen Dokumentationen verstehen, was alles dazugehört und wie wir sicherstellen können, dass unsere Dokumentationen auch in Zukunft für uns und andere einen Nutzen bringen. Teilnehmer:innen können sich gerne im Vorfeld zu diesen drei Dokumentationsarten Gedanken machen. Besonders interessiert sind wir an euren Erfahrungen, Best Practices und Bad Examples. Mehr dazu [hier](https://github.com/orgs/Software-Crafters-Meetup/discussions/14) 👉 **Themenliste & Voting:** [Themenliste](https://github.com/Software-Crafters-Meetup/Software-Crafters/blob/main/themenliste.md) Trage dein Thema ein und vote mit. **Ablauf** Wir werden Pizza bestellen. **Mitbringen** \- Laptop **Code of Conduct** Wir pflegen einen respektvollen Umgang, teilen Wissen offen und geben konstruktives Feedback. Kein Gatekeeping, kein Verkaufs-Pitch. **Fragen?** Melde dich via Issue/Discussion oder per Mail an *mail@marcokuoni.ch* Wir freuen uns auf dich – und auf deine Themenideen!

**Every 4th Tuesday in Oerlikon \| Explore 6\-7 curated tables of underplayed treasures** **🎟️ [\[Get Your Ticket - CHF 5\]](https://eventfrog.ch/Strangergames)** * 📍 ***Exclusive New Location:*** *Mama Shelter – Lobby / Library Area*, right next to *Bahnhof Oerlikon*. 📱 ***Smart ZSP Features***\*:\* Self check-in using your *Eventfrog email or ticket ID*, plus reserve your game table *12–24 hours before the event* (link provided before the event). ***[ZFG SpielPass](https://zfgs.life/SpielPass)*** * **🎲 6-7 Curated Tables:** Hidden gems & unique games you rarely see. * **🎮 Game Masters:** At every table explaining the rules (**no manuals needed!**). * **🧩 Diverse Genres:** Euro, abstract, thematic, quirky. * **🕢 Timing:** Arrive by **19:30** to browse & choose your table. **🔄 HOW IT WORKS:** Browse tables → Pick your game → Game Master explains → Play & discover! **🤔 WHY ZFG?** Tired of playing the same games? **Stranger Games** spotlights brilliant, underplayed titles that deserve more love. ZFG is Zurich's most vibrant non-profit gaming community — no cliques, just exploration and friends. **80% come solo** and find their table immediately. **🌐 See our 80+ game collection: [Website](https://zurichfungamers.com/list-of-games)** **🎟️ [\[Secure Your Spot - CHF 5\]](https://eventfrog.ch/Strangergames)**[ ](https://eventfrog.ch/Strangergames)*(Regular? See our Annual Legends Pass option on DOPI and Ladies night Listings)* 📲 **Join Switzerland's biggest board gaming WhatsApp for updates:** **[Whatsapp](https://chat.whatsapp.com/GhVuGiUwPpi3BkhskOUJgp)** 👉 **Official [Website](https://zurichfungamers.com/)** 📲 **Follow us on [Instagram](https://www.instagram.com/zurichfungamers/)** **🎟️ [\[Reserve Your Ticket\]](https://eventfrog.ch/Strangergames)**

a concept for ambitious athletes, non-yogis, and anyone ready to challenge both body and mind. WARGA combines the intensity of functional strength training with the mobility and discipline of yoga — all set against the backdrop of Lake Zurich. This is not a whisper-and-meditate yoga class. This is sweat, focus, resilience, and full energy output. 💥 The method combines: Ashtanga Yoga Power Yoga Mobility Training Functional strength exercises with physiotherapy-based principles Designed to help you: Improve mobility Release tension Build strength and focus Develop mental and physical resilience 🌧 Weather? Doesn’t matter. Rain sessions come with a motivational surprise for the tough ones. 📍 4 minutes from Küsnacht train station 🗓 Tuesdays | 6:30–7:30 PM | Starting May 5, 2026 💰 CHF 35 Created by a therapeutic yoga teacher and inspired by real military experience during a KFOR deployment, WARGA was designed specifically for strong bodies that need mobility, recovery, and mental balance without losing intensity. Train hard. Recover better. Then jump into Lake Zurich afterward.

**[⚠️ >>Ticket needed (click here)<<](https://link.social-circle.ch/HN0T) or** **[tickets.social-circle.ch](https://tickets.social-circle.ch)** **Deutsch Speed Conversations & Games – in Partnership with [Berlitz](https://www.berlitz.com/en-ch/language-centers/zurich)** Want to practice your German in a relaxed and fun way? Join us for an evening full of conversations, laughter, and games — open to all levels from A1 to B1! Together with [Berlitz](https://www.berlitz.com/en-ch/language-centers/zurich), one of the city’s most engaging language schools focused on interactive, practical learning, we’ve prepared a social night where you’ll meet new people and boost your German confidence. 📲 Join our WhatsApp chat to keep up with the event: [https://link.social-circle.ch/JwLN](https://link.social-circle.ch/JwLN) (if you run into trouble open it in WhatsApp Web on your desktop) **Evening program:** 🕖 **Speed-friending Conversations:** Rotate every few minutes and chat with different partners. Great for practicing spontaneous speaking in a low-pressure environment. 🕖 **Games** Play games like "Tabu" for higher levels or "Quick buzz" or "Das Dings" both word guessing games for lower levels. There will also be conversation cards. Whether you’re just starting or already conversational, you’ll leave feeling more confident — and with new friends. Want more events like this? Join our WhatsApp community: [https://link.social-circle.ch/sVZD](https://link.social-circle.ch/sVZD) ​P.S. Pictures might be taken during the event, if you do not want it please let the organizer know. Tickets are **non-refundable.**

Yara is a fantastic art model. She will join us at the studio for an after work photoshoot. We will experiment with moody and dramatic light setups, to hopefully create some beautiful images. **Open to members and non-members.** Come for the photography, stay for the networking! All you need is a camera with a portrait lens and some enthusiasm. The event fee is CHF 100. Please understand that in case you cancel close to the event, we will ask you to pay anyway, as we have to pay for the model and the studio.

Mastermind LATAM is a high-level meetup group for professionals, entrepreneurs, and internationally minded individuals connected to Latin America. Every two weeks, members meet in a trusted environment where each person presents a challenge, opportunity, or goal they are working on. The group then provides constructive feedback, valuable contacts, know-how, and shared experiences to help each member move forward. With a strong LATAM focus, the group brings together people who want to grow, collaborate, and achieve meaningful goals together.

Charis Arnold will present «Klingende Werte», a project exploring data sonification in the context of multiple sclerosis. Charis will share the project's development, from initial concept to discovering data sonification through human data. The presentation covers the tools used, including TwoTone, Cavalry, and Google Sheets, and discusses future directions for making this work accessible to people living with chronic illnesses, as well as its potential applications in research. **Speaker:** [Charis Arnold](https://www.charisarnold.ch/) is a multi-disciplinary designer working in data visualization, editorial design, brand design, and illustration based in Zürich. **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**: Please note, this presentation will be held in German. **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/85774605309 Interactive Things will provide drinks and snacks and moderate the presentation.

Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-zurich-may-ai-meetup-2026) to view the agenda and guarantee a spot. Welcome to the most electrifying and ground-breaking AI Meetup in Zurich! Join us once a month as we delve into the world of artificial intelligence, explore its cutting-edge practical applications, and marvel at the astonishing projects that are shaping our future. Why should you attend? • Get up close and personal with the AI projects that are redefining the boundaries of technology and human potential. • Learn from the brightest minds in the field and gain valuable insights into the ever-evolving AI landscape. • Unleash your curiosity, fuel your creativity, and expand your network as you connect with fellow AI aficionados and pioneers. What you can expect? Mindstone events consist of three talks covering different aspects: • From Village Fields to AI: Building Krishi AI with LLM Tools: A technical demo breaking down the process for building a product using AI with real-life learnings and insights. • Claude in Action: 3 Workflows I Can't Live Without: A practical demo and step-by-step guide on how to use AI to speed up and improve tasks. • What Does The Future Look Like With AI?: A theoretical talk on the impact of AI on work, life and society. After the talks we'll have pizza, drinks, and networking. Don't miss out on this extraordinary opportunity to witness the AI revolution in action. It's time to embark on a thrilling journey into the future and discover the endless possibilities that lie within the realm of artificial intelligence. Reserve your spot today for the ultimate AI experience! 💡✨ (https://community.mindstone.com/events/mindstone-zurich-may-ai-meetup-2026) Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-zurich-may-ai-meetup-2026) to view the agenda and guarantee a spot.

**[⚠️>>Ticket needed (click here)<<](https://link.social-circle.ch/QfYA) or** **[tickets.social-circle.ch](https://tickets.social-circle.ch/)** **⏰Check-in at the venue in the first 15 minutes, please make sure to be on time.** **Double Date Speed Dating** **Less pressure. More chemistry.** 👥 2 single men + 2 single women per table 🔄 Rotate every 15 minutes 🎯 Ages 25–40 Join the WhatsApp group: [https://link.social-circle.ch/wz7V](https://link.social-circle.ch/wz7V) Not your typical speed dating. No awkward interviews. No repetitive small talk. You meet in **groups of four**, which makes it easier to relax, laugh, and be yourself. **🕒 The Flow of the Night** 1️⃣ Deep Dive (Soul) We kick off with our *Fast-Track Intimacy* cards — real questions that spark meaningful conversations and fast-track genuine connection. 2️⃣ Creative Canvas (Play) A fun, collaborative drawing challenge. Light, playful, and surprisingly revealing. 3️⃣ Surprise Rounds A few unexpected twists designed to spark chemistry and keep things exciting. **✨ Why It Works** • Small groups = less pressure • Real interaction, not interviews • Host-guided flow — you just enjoy **✅ Your Ticket Includes** • All materials for the creative challenge • A balanced ratio of participants Spots are limited. Secure yours early. ​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)

Important note: please sign up on the Google Developer Group platform to attend the meetup: https://gdg.community.dev/events/details/google-gdg-cloud-zurich-presents-gdg-cloud-zurich-build-with-ai-1/ Join the GDG Cloud Zürich to learn AI skills during ​a practical workshop alongside your local developer community. ​Use Google's integrated AI stack to solve real-world challenges, following a practical path from your first click to a fully deployed application. ​Peer-to-Peer Guidance by the Google Developer Organizers and local leads who share their honest experience building in the AI ecosystem. Google Developer Groups (GDGs) bring together local developers and technologists, from beginner to advanced, to connect, learn, and grow with Google's technologies and experts. This workshop is intended for developers, architects, and engineers interested in Google Cloud technologies. Agenda ⏰ 17:00: Doors open - please arrive on time ⏰ 17:15: Workshop starts (late entry may not be possible due to time constraints) ⏰ 18:45: Workshop ends. Participants join the tech talks. ⏰ 19:00: Welcome - Erin, Alessandro (organizers) ⏰ 19:05: Talk 1 – From DevOps to AI-Driven Software Delivery: The Sanitas journey – Norwin & Patrick, Sanitas ⏰ 19:30: Talk 2 – Directly from Vegas, the SRE extension, baked in Zürich, is live! – Ricc & Ramón, Google ⏰ 20:05: Networking & Apéro – Supported by Google Cloud, Zencore, ABB, and Datwave Workshop details Track 1 Title: Design-to-Code with Antigravity and Stitch MCPDescription: Build a production-ready website by bridging AI-driven design with an agent-first development environment. You will use Google Stitch to generate a high-fidelity UI, then connect it to the Antigravity IDE via the Model Context Protocol (MCP). Finally, you will use an autonomous agent to fetch the "Design DNA" and implement a pixel-perfect React application. Track 2 Title: Build a Multimodal AI Agent with Graph RAG, ADK & Memory BankDescription: Build an intelligent disaster response system by combining a graph database with multimodal AI and multi-agent orchestration. You will use Cloud Spanner Graph and Gemini embeddings to build a Survivor Network Database with hybrid search, then visualize the complex relationships using a React and Three.js frontend. Finally, you will use the Agent Development Kit (ADK) to coordinate specialized workflows and integrate the Vertex AI Memory Bank to enable long-term, personalized interactions.

*This event is local and held in German and English* **Our casual Bitcoin Zurich Meetup is for newcomers and veterans alike.** Open discussion, no organised speakers or topics. Feel free to discuss all sorts of Bitcoin topics. Please refrain from investment seeking, sales or unsolicited advertisement of any kind. We appreciate reliable people who show up when registered or cancel their registration when they change their mind ;-) The location manager of INSIDER BAR asks for reliable number of reservations. Please maintain your registrations accordingly. Thank you! *\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Don't be a NO SHOW ! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\** Consumption to be paid at the Bar individually. The Bar team is orange pilled and take Bitcoin Tipps over Lightning. **Unser zwangloses Bitcoin Zürich Meetup ist für Neulinge und Veteranen gleichermassen geeignet.** Offene Diskussion, keine organisierten Redner oder Themen. Du kannst gerne über alle möglichen Bitcoin-Themen diskutieren. Bitte unterlasse die Suche nach Investitionen, Verkäufe oder unaufgeforderte Werbung jeglicher Art. Wir freuen uns über verlässliche Teilnehmer, die sich anmelden oder abmelden, wenn sie ihre Meinung ändern ;-) Der Locationmanager der INSIDER BAR bittet um eine zuverlässige Anzahl von Reservierungen. Bitte halte deine Anmeldungen entsprechend aktuell. *\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Don't be a NO SHOW ! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\** Der Verzehr ist an der Bar individuell zu bezahlen. Das Bar-Team ist orange gepillt und nimmt Bitcoin-Tipps über Lightning entgegen.

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

Free monthly networking for Columbus business owners. Real conversations, real connections, no forced formats. Space is limited. RSVP now. Most owners leave networking events with a stack of business cards and no plan. The best leads quietly slip through the cracks. Networking Night is a monthly meetup for Columbus business owners who want to build real local relationships, not just trade contact info. Every kind of local business welcome. No pitch round, no pressure, no awkward speed-networking. **This month** We are focused on referral relationships. Walk in with a clear idea of who refers people like you. Walk out having met a few owners whose work fits next to yours. **What to expect** Doors open at 6 PM. You get real conversation with other local owners, time to actually connect, and a short marketing lesson woven in. The room is reserved through 7:30 PM. **Who this is for** Any local business owner who wants to grow through relationships, not just paid ads. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community. **Not the right fit if** You are here to pitch the room or recruit for an MLM. **Details** * Last Thursday of every month * 6:00 to 7:30 PM * COhatch Easton * Free to attend, RSVP required, space is limited **About the host** Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local owners build the system that keeps their phone ringing, including tracking the referral relationships built in rooms like this one. Learn more at learnlocalmarketing.com. Register here: [https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275](https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275)

The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online 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/215625630917731?p=vxNb3zudhNj0S6Cg0v)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 ### SQL Server 2025: The Developer’s Revolution Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects \*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.

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

Join us for lunch and meet our very successful group. We are each others sales team...always looking for referrals for our members. If you are looking for new clients, let us help you out! Bring your business cards and brochures to share with us. We have a speaker each week so that we can learn about their business. Because we have only one member per business, we have many of the spots filled. However, we are specifically looking for an estate attorney, a handyman/electrician, and an event planner. We have referrals for you! All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.