Office 365

Dear Data Enthusiasts, Join us again on **29th of May** at **A1** to learn about the psychological implications on employees when transforming the data landscape of an organization. In addition, we will finally have a talk about the open source framework Metaxy and how it can help to cut costs of multimodal AI pipelines. A big thanks goes to our co-organizers from the A1 Telekom and our sponsor Cloudera! **A Psychological Autopsy of a Data Transformation** *Dávid Farkas* Five years ago, a small European university decided to build and implement a data strategy from scratch. Greenfield in the truest sense: data governance was an unheard term and in practice it meant local Excel files duplicated across inboxes; "the database" usually referred to whichever spreadsheet someone had emailed most recently. Over four years, we designed and rolled out new systems, established governance structures, hired a team, and delivered real wins. We also watched a significant portion of the work get undone in months once leadership changed. This talk is a psychological autopsy of that transformation — what was planned, what worked, what quietly collapsed, and why. Universities are an unusually honest laboratory for studying data initiatives: decentralized power, competing stakeholder logics, weak formal hierarchies, and ambiguous success metrics make every human dysfunction that exists in corporate environments more visible. Drawing on behavioural science and nearly five years leading this initiative, I'll walk through the recurring failure patterns I see across data and AI projects more broadly — algorithm aversion, NIH syndrome, the gap between executive sponsorship and operational ownership, and the under-recognised role of organisational identity in determining which systems survive a leadership change. The argument is not that technology doesn't matter — it's that the human substrate determines whether any of it sticks. Borrowing Kranzberg: technology is never neutral, and neither are the people implementing it. **Dávid Farkas** is a research psychologist (PhD) and data scientist based in Budapest. He co-founded Principle Zero, which helps companies, NGOs, and researchers take on complex challenges in data strategy, digital and AI transformation, research, product development, and science communication. We bring behavioural science to problems most consultancies treat as purely technical, focusing on the human and organisational factors that determine whether ambitious projects survive contact with reality. Previously he led data science and digitalisation at MOME Budapest, with earlier industry experience applying machine learning. **Optimizing Multimodal AI Pipelines with Metaxy** *Georg Heiler, Hernan Picatto* The AI era has caused a fundamental shift in computing, moving us toward complex multimodal pipelines. However, these new systems are often incredibly wasteful. Right now, small changes to an input can trigger massive recomputations across very expensive processing steps. In this talk, we will explore Metaxy, an open source Python framework built to solve this exact problem. Metaxy provides sample level metadata versioning and acts as the universal glue for incremental data pipelines. We will discuss how its field level provenance allows your pipeline to only recompute what actually changed. If you update an audio file, for example, Metaxy knows to skip downstream face recognition steps that only rely on video. Whether you are a startup stretching your compute budget, an enterprise scaling ML infrastructure, or a researcher in academia, you will learn how to use Metaxy to iterate faster, cut cloud costs, and build highly efficient AI workflows. **Georg Heiler** is a co-founder @Jubust and a Senior data expert at Magenta as well as a ML-ops engineer at ASCII. He is solving challenges with data. His interests include geospatial graphs and time series. Georg transitions the data platform of Magenta to the cloud and is handling large scale multi-modal ML-ops challenges at ASCII. **Hernan Picatto** is a Computer Science PhD candidate at the Vienna University of Technology researching firm-level supply chains and corporate networks using NLP and Common Crawl data. Formerly an engineer at JPMorgan Chase and ZhiZhouKeji, he holds an MA from UCSD. His broad interests span big data, visualization, and time series causality. 🎤🎤 Open Mic We are going to open up the stage after the talks for community announcements. If you'd like to announce something, [open this slide deck](https://docs.google.com/presentation/d/1yvFI_Lm7KjgletICOQ1hLW1hHKmCIPA1OWQF2EeZieo/edit?usp=sharing), make sure you are signed in with a google account, and click "View Only" -> "Request Edit Access". Explain in the text box what you want to announce, and we'll give you edit access to the slide deck. 🎤🎤 We’ll have some food and drinks after the event. Please note that during the event, photos might be made and later posted on VDSG's social media page. Please notify us if you do not agree. Attention attendees with food allergies. Please be aware that the food and drinks provided may contain or come into contact with common allergens, such as dairy, eggs, wheat, soybeans, tree nuts, peanuts, fish, shellfish, or wheat. Best, The Organizer Team

KI ausprobieren kostet Zeit. Und meistens läuft es zuerst schief. Genau dafür haben wir unsere Learning Fridays: ein geschützter Rahmen, in dem Gepardec-Teams echte KI-Technologien testen – ohne Kundendruck, ohne Deadline. Was funktioniert. Was nicht. Und warum. Am 29. Mai teilen wir das offen. Was du konkret mitnimmst 👉 Du sparst dir die Umwege, die wir bereits gegangen sind: 🔬 AI-gestützte Systemanalyse – Welche LLM-Tools für Enterprise-Kontexte taugen, welche nicht – und was MCP wirklich bringt. ⚙️ AI-Assisted Code Migration – Wo Konveyor AI bei WildFly→Quarkus-Migrationen wirklich hilft und wo du trotzdem manuell ran musst. 🦙 Tune das Llama – Was beim Fine-Tuning eines lokalen LLMs schiefgeht, bevor es funktioniert – Datenmenge, Konfiguration, Evaluierung. Für wen ist das relevant? 👉 Für alle, die KI in ihrer Softwareentwicklung einsetzen wollen – aber keine Zeit haben, bei Null anzufangen. ────────────────────────── 08:30 → Frühstück (Wien & Linz) 09:15 → Unsere Haltung zu KI (ab hier auch Remote) 09:30 → AI-gestützte Systemanalyse 10:15 → AI-Assisted Code Migration 11:15 → Tune das Llama 12:00 → Unser Angebot: Gemeinsames KI-Projekt 12:15 → Networking 📍 Vor Ort: Frühstück inklusive 💻 Remote: Google Meet 👉 Anmeldung bis 26.5.: https://www.gepardec.com/ki-learning-friday/ #KI #LLM #Quarkus #MCP #FineTuning #Gepardec #SoftwareEntwicklung #KonveyorAI

## Editorial Boudoir Lighting Session **Limited to 3 Photographers** An intimate, structured boudoir session focused on controlled lighting, refined posing, and intentional composition. This is not an open group shoot. The atmosphere will be calm, directed, and professional. We will work with: • 1 professional model • 2 curated lighting setups • Guided posing and direction • Structured shooting rotations • Time for questions and breakdowns The focus is on building strong portfolio material while understanding how to shape light and mood in an editorial boudoir environment. Spots are strictly limited to three participants to ensure quality, space, and creative control. Investment: €225 Duration: approx. 2–2.5 hours If you value structure over chaos and intention over randomness, this session is for you.

Yes, you read that right. **Get a glass of Prosecco for free** as a welcome drink by simply **signing up for this event** and showing up. This is a special offer, exclusive to this meetup event! There are also amazing offers on Tapas plates for meetups as well! Not to mention special drink and shot prices! This is a **free** event. They have both Indoor and Outdoor seating. Suitable for all weathers. Friday evenings after work are all about meeting old and new friends. Have a meal and a few drinks before the real weekend fun begins. So come join us at this cozy bar for a lovely evening! All languages and cultures are welcome. Looking forward to seeing you all. **ATTENTION:** Please note the restaurant/bar may collect the payment at the time of your order, since there are so many people and sometimes people forget to pay. Please cooperate with them. They try to provide the best service they can for a large group. Kindly please carry cash to make payment and service easier and faster. Please support them with good reviews on Google if you like them. Best, Your Organiser - Rohit

Join as last minute for inclusive and friendly games. - IRP experience - bring your own music or Spotify list - Sassy, Glimmer , messy, any combination u have we take it:) - weekly, Friday, 4:00 pm - price to cover the courts 11 Euros (+/-1 or 2 Euros, depending on participants Our main language is English++ ( we usually speak 2-3 more languages, sometimes, more) - put in your arrival date/time/duration , in comments section bellow! (so we can adapt the number of courts, players... costs). Cheers!!! Adina

Finally Friday and finally rooftop! We will gather at our always beloved location - the DACHBODEN (25hours Hotel) at [Lerchenfelder Str. 1, 1070 ](https://www.google.com/maps/place//data=!4m2!3m1!1s0x476d0793c2fb1b47:0x121797477c8073dd?sa=X&ved=1t:8290&ictx=111)Vienna, very close to the Volkstheater station! 🙌 We are convinced that it will be again a fantastic evening starting with new faces! It’s the perfect opportunity to chat and have a wonderful evening with fellow friends! 💃🕺 **Important**: please pay immediately after you order and Make sure to follow us on Insta [Making Friends in Vienna](https://www.instagram.com/makingfriendsinvienna?igsh=ZndyM3k2enZhcTAw) to stay in the loop on all upcoming events! 📲 Check out our Insta Story where to find us after 7pm on the event's date. Got questions? DM us on Instagram. Can’t wait to see you there! 🎉 One last thing: If you can’t make it, please let us know by signing off at the meet-up: important! 🙏 Enjoy your Friday night, and see you soon! 🥳 Making Friends in Vienna

Join us for our regular and casual Friday evening, on playing Padel. We reserve our right to adapt the setup according to the audience level, vibe, health, weather, shape etc SETUP ● 2 courts (2 vs 2), 1 team is rotating or taking a rest court 1: minim 6 players court 2: minim 4 players ● 2 courts - 10-12 people (more players, we make small teams and play shorts, all combination; the hosts have the last word. proposals are welcome) ● The event organisers or experienced player are entitled to send players on the second court ● We are respectfull and warm with each other, our cultural and professional background is diverse. ● New proposals are welcome :). Sometimes we adapt. ● The host toghether with the regular players, can ask new or misbehaved players to step out from the court, in order to maintain the good vibes Price to pay (in cash) (Aprox, for this season, could vary with 1-2 euros) ■ 12 euros for 1h ■ 20 euros for 2h ■ If you need a racket, you can rent it from us for 2 € (if available). Otherwise you can always rent from the venue for 5 €. ■ Cancelation 4-6h, ahead or you pay 12 euros the fee for 1h ● We use the monney to cover the courts rent & subscription for renting, smaller hostings or welcome expenses Important ● New commers, intermediate, out of shape, friendly players are playing on their own risk. If they choose to play with advanced players in a more "competitive" way (hitting the ball in the direction of opponent player is allowed). ● Playing competitive is allowed on the first court ● Playing friendly is our main goal. For this we understand both advanced people, who want to consume their energy, and the social people who play for fun. Please collaborate on the court and don't go to advanced court if you are injured or recovering from illness. ● Please anounce the hosts and/or the players on your court, if you have some injuries or specific conditions. ● We love to play social and all levels. ● Be welcoming with newcomers ● Once you know us (couple of games together), You are welcome to hang out with us, even when you can't play.

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Vienna Brunch Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over brunch. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new resturant in your city, together. \* Curated resturant with good food and vibe. \* If you hit it off with your group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on [Meetup.com](http://meetup.com/) is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.n

**Achtung:** **Dieser Kurs besteht aus zwei Teilen: der 2. Teil folgt in zwei Wochen am 13. Juni!** Bitte stellen Sie sicher, dass Sie an beiden Kursteilen teilnehmen können! Manchmal lassen wir uns einschüchtern von anderen, die sich mit größter Selbstverständlichkeit mit ihren Ansichten und Interessen in den Vordergrund stellen. * **Manchmal sind wir sprachlos, wenn andere uns beleidigen, uns klein reden oder Dinge von uns verlangen, die wir nicht wollen, aber dennoch nicht ablehnen können.** In einer kleinen freundlichen Gruppe üben wir uns darin zu wachsen, fest zu stehen, Grenzen zu ziehen und uns durchzusetzen: körperlich, emotional und verbal. Damit wir es das nächste Mal da draußen auch schaffen! **Die Sprache im Workshop ist Deutsch.** Teilnehmende, deren Erstsprache nicht Deutsch ist, sollten mindestens **Deutschniveau B2** haben. Bei Verständnisfragen kann jedoch auf Englisch oder Französisch übersetzt werden. - **-->** **Dieser Workshop wurde neu erstellt, deshalb ist die Teilnahme kostenlos.** **Doch eine freiwillige Spende ist sehr willkommen!** **Hinweis:** **Dieser Kurs wird voraussichtlich in absehbarer Zeit auch auf Englisch und auf Französisch angeboten werden. Bei Interesse bitte dieser Gruppe folgen!** **+++++++** **STANDING TALL WITH CONFIDENCE - 1st part** **Attention please:** **This course consists of 2 parts!** **The 2nd part will take place the 13th of June.** Please make sure that you can participate at both parts! Sometimes we let ourselves be intimidated by others who naturally push themselves to the forefront with their views and interests. * **Sometimes we are left speechless when others insult us, belittle us, or demand things that we don’t want but feel unable to refuse.** In a small, friendly group, we practice growing, standing firm, setting boundaries, and asserting ourselves: physically, emotionally, and verbally – so that we can succeed out there next time! **The workshop language is German**. Participants whose first language is not German should have **at least a B2 level**. However, for comprehension questions, translations into English or French can be provided. **--> This workshop has been newly created, therefore the participation will be free of charge.** **But free donation will be very welcome!** **Note:** **This course is also expected to be offered in English in the near future. If you are interested, please follow this group!** **+++++++** **S'AFFIRMER AVEC ASSURANCE - 1ère partie** **Attention: ce cours est divisé en deux parties!** **La 2ème partie se déroulera au 13 juin.** S.v.p., assurez-vous de pouvoir participer à toutes les deux parties! Parfois, nous nous laissons intimider par d'autres qui se mettent en avant avec leurs opinions et leurs intérêts avec la plus grande assurance. * **Parfois, nous restons sans voix lorsque d'autres nous insultent, nous rabaissent ou exigent de nous des choses que nous ne voulons pas, mais que nous n'arrivons pourtant pas à refuser.** Au sein d'un petit groupe bienveillant, nous nous exerçons à grandir, à rester fermes, à poser des limites et à nous affirmer : physiquement, émotionnellement et verbalement. Pour que nous y arrivions aussi, la prochaine fois, dans le monde extérieur ! **La langue du workshop est l'allemand.** Les participants dont la langue maternelle n'est pas l'allemand doivent avoir **au moins un niveau B2.** En cas de questions de compréhension, une traduction en anglais ou en français est toutefois possible. **--> Cet atelier vient d'être crée et pour cette raison la participation sera gratuite.** **Mais une donation libre sera la bienvenue!** **Remarque :** **Ce cours sera probablement proposé prochainement aussi en français. Si vous êtes intéressé(e), n'hésitez pas à suivre ce groupe !**

**Hey everybody!** Do you want to code together, share your projects, or just hang out in a creative atmosphere? Then join us at the **Coding Club @ Jo&Joe Hostel**! We usually start with a short introduction round so everyone can get to know each other. After that, you can: * share your achievements or pet projects (informal, just at the table) * get feedback or inspiration from others * or simply work on your own project alongside the group Bring your laptop (or any device you like to code on) if you want to actively work. Or just come by to connect and get inspired. Please try to be on time so we can kick things off together. Looking forward to seeing you there! 🚀

Donauinsel Improv Training mit Picknick Lerne spielerisch Improtheater-Techniken und unterschiedliche Formate kennen! Dabei trainierst du deine Kreativität und Spontaneität und arbeitest an deinem Selbstbewusstsein. You will need B1-level German skills to participate. English translation below. Man benötigt Deutschkenntnisse auf B1-Niveau, um teilzunehmen. Hier findest du uns: https://www.google.com/maps?q=48.2233687,16.4163003 Koordinaten vom Treffpunkt --> Ihr könnt gerne Essen und Snacks für das Picknick mitbringen. Am besten etwas was man gut mit der Gruppe teilen kann. **Was dich erwartet** • Lustige Gruppenspiele • Kreative Theater-Übungen • Kurze Improv Szenen, nur 5 bis 8 Minuten • Gemeinsam Geschichten erfinden • Viel Lachen, Sonne und Spaß **Impro: Was bringt’s dir persönlich?** • Spontanität • Selbstvertrauen • Kreativität • Fehler annehmen lernen • Schauspiel trainieren • Teamwork **Safe Space** Ein sicherer Raum ohne Leistungsdruck, in dem gegenseitige Wertschätzung an erster Stelle steht. Ihr seid zu keiner Zeit verpflichtet mitzumachen und könnt jederzeit aus Szenen aussteigen oder auch für einzelne Übungen aussetzen. **Leitung** Ich leite seit drei Jahren Impro-Trainings, organisiere Wettbewerbe und Shows und gehe auch selbst regelmäßig zu Fortbildungen. Ich habe über 80 Trainings geleitet. **Beitrag** Es gibt zur Zeit keinen fixen Trainingsbeitrag, aber wir freuen uns immer über freiwillige Spenden für die Leitung und die Organisation. **Achtung:** Das Event ist nur für Teilnehmer\*innen ab 16 Jahre, da wir nicht immer für absolut jugendfreie Geschichten oder Szenen garantieren können. **WA-Gruppe:** https://chat.whatsapp.com/KjK8PzmA8ZGF2gujtOH9D2 Wir empfehlen den Beitritt zur WA-Gruppe da wir nicht immer auf der selben Wiese sind. Hier wird der genaue Live-Standort geteilt. Bitte beachtet aus Datenschutzgründen, dass beim Beitritt der WA-Gruppe alle Mitglieder eure Telefonnummer sehen können. \-\-\-\-\-\-\-\-\-\-\-\- **Donau Insel Improv Training & Picnic** Learn improv theater techniques and different formats in a playful way! You will train your creativity and spontaneity while working on your self-confidence. **Find us here:** [https://www.google.com/maps?q=48.2233687,16.4163003](https://www.google.com/maps?q=48.2233687,16.4163003) (Meeting point coordinates) **--> Please bring your own food and snacks for the picnic! We can then share and eat together.** **What to expect:** * Funny group games * Creative theater exercises * Short improv scenes (only 5 to 8 minutes) * Creating stories together * Lots of laughter, sun, and fun **Improv: What’s in it for you?** * Spontaneity * Self-confidence * Creativity * Learning to embrace mistakes * Acting practice * Teamwork * **Safe Space** A secure environment without pressure to perform, where mutual appreciation is the top priority. You are never under any obligation to participate and can step out of scenes or skip individual exercises at any time. **Instructor** I have been leading improv training for three years, organizing competitions and shows, and regularly attend further training workshops myself. I have led over 80 training sessions. **Contribution** There is currently no fixed fee for the training, but we always appreciate voluntary donations for the instruction and organization. **Please note:** This event is for participants aged 16 and over, as we cannot always guarantee that stories or scenes will be entirely "family-friendly." **WhatsApp Group:** [https://chat.whatsapp.com/KjK8PzmA8ZGF2gujtOH9D2](https://chat.whatsapp.com/KjK8PzmA8ZGF2gujtOH9D2) We recommend joining the WhatsApp group since we are not always on the same meadow. The exact live location will be shared there. *Please note for privacy reasons that by joining the WhatsApp group, all members will be able to see your phone number.*

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) You can drop your layers, bags & whatever else at Café Brenner before the run. 📍 Meeting point: 09:55 at Café Brenner (https://share.google/YQ03QVDuYaga5AFRm) – drop your stuff, say hi. 👟 10:00 warm-up starts outside of the building (Superbude) ➡️ Then we head off on the \~5K Prater loop. ☕ Post-run: coffee back at Café Brenner. ❗️🔒 The storage room at Café Brenner will be locked during the run – but please note: Neither Founders Running Club nor Café Brenner does assume any liability. **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

-Outdoor Functional Training for All Fitness Levels- Join us as we combine healthy, balanced movement with fun, gamified ideas to give you our unique FUNctional training! And in case that doesn’t really tell you what to expect, just think short intervals of exercise combined together in a playful and interactive way to help you strengthen your body in a sustainable way while allowing you to meet new people (and often even forget how hard you’re working out). As a reminder for those nervous about their fitness level: Everything we do, we do with all fitness levels in mind; so the exercises are always adjustable to your level and you’re always strongly encouraged to take it at your own pace - I mean, we’re not called My Pace for nothing! How to find us: We meet and train behind the calisthenics workout station on the Zirkuswiese of the Prater. Here a link to the location on Google maps: https://maps.app.goo.gl/QdRPEaYTiavZbmVW7 Cost: In the interest of inclusivity, we've decided to make our sessions donations based here, so you're invited to pay what you can afford. If that actually makes you more uncomfortable and doesn't make it easier to come, know that we've received donations from €2 to €20 and they all made us very happy, because our primary goal is to get people moving and to show them it can be fun all in all. The money is secondary. One other thing that’s useful to know: - In the case of bad weather, we do have a back-up location that will protect us from the rain. Should we need to move, we will change the location of this event here. Please feel free to check back here before any event where you suspect bad weather or, even better, simply get in touch with us! We’re available via WhatsApp message or email. --- If you'd like to know more about My Pace, feel free to visit our website at https://www.mypace.at

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!

You're invited to Indiana D365 User Group Meeting Wed Jun 10, 2026 2-4 PM Agenda (sessions may change time slots before the meeting.) 2 Welcome 2:10 Stratgies for successful testing - Carla Teasdale from Wilmuth Solutions 2:50 Building Power Apps in an AI world using Claude Code demo - Natalie Roberts from Leaf Software Solutions 3:30 Everything you need to know about Quality in BC - Derek Bohman, BC Consultant 4:00 Closing Notes 4:10-5 Networking Social at Upland Brewing at Clay Terrace (walk over) Link Information to join remotely below [https://teams.microsoft.com/l/meetup-join/19%3ameeting_YWRkNmQ1NWMtN2E0Mi00ZDU4LThmNzMtMDdlODMwMDNkMGMz%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YWRkNmQ1NWMtN2E0Mi00ZDU4LThmNzMtMDdlODMwMDNkMGMz%40thread.v2/0?context=%7b%22Tid%22%3a%22b4c9f32e-da17-4ded-9c95-ce9da38f25d9%22%2c%22Oid%22%3a%2267db4a27-1865-4ea7-bb20-a28137a8aa56%22%7d) Tap on the link or paste it in a browser to join

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

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\.