IT Professionals

Welcome to the PyData Berlin February meetup! We would like to welcome you all starting from 18:00. There will be food and drinks. The talks begin around 18.30 and the doors will close at 18:45. **Make sure to arrive on time!** Please provide your first and last name for the registration because this is required for the venue's entry policy. If you cannot attend, please cancel your spot so others are able to join as the space is limited. **Host**: **GetYourGuide** is excited to welcome you to this month's version of PyData. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* The Lineup for the evening **Talk 1: How Data (Science) is Transforming Professional Sports** **Abstract**: From Moneyball's linear regression revolution to AlphaGo's Move 37, data science has fundamentally reshaped how we understand and play sports. This talk explores three key dimensions of this transformation: first, how analytics revolutionized scouting and training—from the Oakland Athletics' 20-game winning streak to Liverpool FC ending their 30-year championship drought through data-driven player selection. Second, how machine learning and real-time tracking systems have changed gameplay itself, making the mid-range jump shot obsolete in basketball and revealing chess strategies that had eluded grandmasters for thousands of years. Finally, we'll examine the darker consequences, including how ML-powered microbetting has transformed sports gambling into a $149 billion industry that resembles slot machines more than traditional wagering. This talk offers insights spanning baseball, soccer, basketball, chess, and Go - demonstrating how data science doesn't just optimize existing strategies, it fundamentally questions the assumptions entire sports were built upon. **Speaker**: Kaan Isik **Bio**: Kaan Isik is a Data Scientist at GetYourGuide where he works on the Activity Ranking team. As a member of this team, he focuses on developing and optimizing the learn-to-rank deep learning model that powers real-time activity recommendations for millions of travelers worldwide. His work directly impacts how users discover activities across GetYourGuide's platform, making their travel planning more personalized and efficient. **Talk 2: Can Foundation Models outperform classic ML on structured data? Hands-on experience with TabPFN** **Abstract**: LLMs excel at generalising over text data, but cannot reliably predict outcomes from spreadsheets and databases, which drive most critical decisions across medicine, finance, science and virtually all industries. In this talk, we will showcase how TabPFN, Tabular Foundation Model developed by Berlin-based Prior Labs, successfully generalises over structured data problems, beating classic ML with win rates ranging from 100% to 87%. **Speaker**: Diana Kriuchkova **Bio**: Diana is leading Product at Prior Labs. She is a part of the team developing TabPFN, a foundational model for tasks on structured data. TabPFN was published in the 2025 issue of Nature journal, and has shown to beat classic ML methods like XGBoost in >80% of cases. Diana's former background is in machine learning, and she spent last years leading product at developer-focused startups in Berlin. **Lightning talks** There will be slots for 2-3 Lightning Talks (3-5 Minutes for each) between the two main talks. Kindly let us know if you would like to present something :) \*\*\* NumFOCUS **Code of Conduct** THE SHORT VERSION Be kind to others. Do not insult or put down others. Behave professionally. Remember that harassment and sexist, racist, or exclusionary jokes are not appropriate for NumFOCUS. All communication should be appropriate for a professional audience including people of many different backgrounds. Sexual language and imagery are not appropriate. NumFOCUS is dedicated to providing a harassment-free community for everyone, regardless of gender, sexual orientation, gender identity, and expression, disability, physical appearance, body size, race, or religion. We do not tolerate harassment of community members in any form. Thank you for helping make this a welcoming, friendly community for all. If you haven't yet, please read the detailed version here: https://numfocus.org/code-of-conduct \*\*\*

A 2.5 hours oil color - acrylics painting lesson. **About this course** This is a painting workshop with the goal of teaching people how to create paintings using either oil colors or acrylics. The total subject lessons consists of around **27 lessons** that last 2.5 hours each. You can join at any time during the course. On each lesson the first part will be about theory and exercise and the second one about canvas time. Each participant will have the chance to work on canvas and start making paintings as artworks. All materials are provided by us. Each lesson has a subject. We do not follow a particular order, and every lesson is actually unique and many times personalized. This means that every time the attendess will have to do something new and different. You do not have to paint on canvas and with the mentioned art materias, you can also choose to use any of your wish. Most of the observations and exercises work well with all art materials. It is suitable for beginners and or even professionals who want to rationalize the canvas painting process. It is being hosted by the visual artist [Miltos Despoudis](https://miltosdespoudis.gr/). **How much does it cost?** Check below: * 5 x Lessons Packet (2.5 hours each) cost **120€.** * First lesson try-out costs **17€**. You can do that only once. * 1 x Lesson (2.5 hours) costs **30€.** You can pay either by cash or card at the event. All of the materials are included within the ticket reservation **except the canvases.** You can paint anything on a canvas we will provide you free but if you want to keep the canvas you will have to purchase it at the same cost we bought it. Canvases range from 3 to 9 Euros. **How do I subscribe?** You need to reserve a spot here and come at the event. You can pay at the event. Please verify that you are attending so that we know and prepare accordingly with the art supplies. **What do I need?** Materials will be provided at the venue. You can also bring your own art supplies, it might be helpful to learn working with what you have. Keep in mind that working with colors might make your clothes dirty, but in general we try to be clean. **More Info** The workshop happens almost every Wednesday. Learn more about the watercolor lesson plan here: [https://creativesessions.art/workshops/painting-workshop/](https://creativesessions.art/workshops/painting-workshop/) **Refund Policy** On case by case scenario. If you paid for the tryout session we can refund up to one day before the event starts. If you paid for the lesson packet and used one of the tickets no refunds are possible.

Hey, React Berlin Community! **To attend the meetup please ➡️➡️➡️ [REGISTER HERE](https://guild.host/events/react-berlin-meetup-luc0zo) ⬅️⬅️⬅️ via Guild.** We’re kicking off our first meetup of the year! Join us on **February 11** as we explore modernizing React apps (compiler, useEffectEvent & more) and dive into real-time collaboration powered by a triplestore without a traditional backend. **🗣 Call for Proposals** Have an idea or story to share? Submit your talk proposal through our [CFP form](https://docs.google.com/forms/d/e/1FAIpQLSfbG_BEJJYuAtVL5vhMMnWTpQbYHzGM8kmlqaJ790-Lgqv0fA/viewform) and take the stage at one of our upcoming meetups! **🤝 Organized by** This event made possible thanks to the support from[ React Summit](https://reactsummit.com/) and[ JSNation](https://jsnation.com/) organizers –[ GitNation](https://portal.gitnation.org/). **🤝 Sponsored by** Huge thanks to our friends from Superhuman! Superhuman (formerly Grammarly) is the AI productivity platform on a mission to unlock the superhuman potential in everyone. The Superhuman suite of apps and agents brings AI wherever people work, integrating with over 1 million applications and websites. The company’s products include Grammarly’s writing assistance, Coda’s collaborative workspaces, Mail’s inbox management, and Go, the proactive AI assistant that understands context and delivers help automatically. Superhuman’s global team brings together over 1,500 people across Europe and North America. Learn more about [our products](https://gram.ly/3N7lpsl) and [open roles in Berlin](https://gram.ly/3Z6DdGB). **🕑 Event Schedule** * 18:30 - Doors open - snacks, beer, socialization * 19:00 - Intro and announcements * 19:10 - **Building Cross-Platform Agentic UI at Superhuman by [Oleksii Levzhynskyi](https://www.linkedin.com/in/oleksiilevzhynskyi/)** * **19.35 - Modernizing Your React App: Compiler, useEffectEvent, Activity & Friends by [Vitor Alencar](https:)** * 20:00 - Break with drinks * **20:15 - A Triplestore-Powered BaaS: Real-Time Collaboration Without the Backend by [Oliver Wolf](https://www.linkedin.com/in/oliver-wolf-81a33099/)** * 20:40 - Networking, Open Mic Lightning Talks * Mingle until 21:30pm 🗣️ **Talks** **➡️ Modernizing Your React App: Compiler, useEffectEvent, Activity & Friends** *React has changed a lot in the last year: React 19, 19.1 and now 19.2 brought a stable React Compiler, new hooks like useEffectEvent, the \ API, and better SSR primitives such as Partial Pre-rendering. And more* *In this talk we’ll take a demo React app that’s full of effects, memoization and “old school” patterns, and modernize it step by step.* **➡️ A Triplestore-Powered BaaS: Real-Time Collaboration Without the Backend** *Backend-as-a-Service platforms promise simplicity, but often lock developers into complex APIs authorization rules. What if your frontend could directly manage data, authorization, and collaboration - without domain-specific backend code?* *In this talk, Oliver shares how he built a triplestore-based BaaS to power real-time collaboration in his side project MonsterWriter, and how the approach grew into an independent open-source project. We’ll see how LinkedRecords.com enables fine-grained authorization, simplifies real-time collaboration, and supports a Bring Your Own Backend model that gives organizations more control over their data and vendor relationships. It is also shown how global state management becomes a lot easier in React apps.* **➡️ Building Cross-Platform Agentic UI at Superhuman** *Recently, Superhuman (formerly Grammarly) launched Superhuman Go, an AI assistant that works alongside you on every platform. To build it, we needed a scalable solution that supports an unlimited number of agents that dynamically shapes the user interface and looks similar across all supported desktop and mobile platforms. Join me to find out how we discovered solutions for this innovative new product.* **—** **👍 Code of Conduct** By registering for this event you agree to comply with our[ CoC](https://portal.gitnation.org/coc) **📩 Contact** events@gitnation.org [https://twitter.com/ReactSummit](https://twitter.com/ReactSummit) [https://bsky.app/profile/reactsummit.gitnation.org](https://bsky.app/profile/reactsummit.gitnation.org) [http://youtube.com/ReactConferences](http://youtube.com/ReactConferences)

# 🎭Improv dein Deutsch🎭 In Berlin Deutsch sprechen? Ja, klar! Komm zu unserem Impro Theater Kurs „Improv dein Deutsch“. In diesem Kurs kannst du mit anderen Impro spielen, auf Deutsch! Sehr einfache Sprache, viele Impro Übungen und perfektes Deutsch Training. Du musst nicht fliessend Deutsch sprechen können, es reicht wenn du eine einfache langsame Konversation haben kannst. Improtheater Übungen helfen den Menschen sich auszudrücken, zu öffnen, sich frei zumachen. Wir benutzen diese Übungen um dir die Angst vorm Deutsch sprechen zunehmen. In einer kleinen Gruppe von anderen, die auch ihr Deutsch verbessern möchten, kannst du endlich sprechen und Spass haben, ganz ohne Angst Fehler zumachen. Wir spielen Szenen zusammen, wir lachen zusammen und am Ende verlassen wir den Raum und fühlen uns schon sicherer mit unserem Deutsch. jeden **Mittwoch** von **19:00 bis 21:30** **hier anmelden für die 25€ Drop In class:** https://goteamup.com/p/3640530-esimpro/courses/dates/861031/ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Teacher Konstantin Häfner was born in a small village near Berlin and has spent the last 6 years doing improv in this city. Being part of various Spanish and English speaking improv groups, he knows about the struggles of his colleagues when it comes to learning German.

Meet other people in the Berlin tech industry in a low key, no expectations setting. We all have to eat, so don't eat alone! Rules: 1\. Register 2\. Show up \(we have limited seats\) 3\. Meet people 4\. Be nice and enjoy dinner\! There are no other expectations :)

Der Sprachklub bietet einen Raum, um Russisch in entspannter und freundlicher Atmosphäre zu sprechen. Die Treffen ermöglichen nicht nur, vorhandene Kenntnisse zu festigen, sondern auch den Wortschatz durch lebendige Gespräche, spannende Themen und kulturelle Veranstaltungen zu erweitern. Hier hat jeder die Möglichkeit, neue interessante Menschen kennenzulernen, eigene Erfahrungen zu teilen, und mehr über die russische Kultur zu erfahren. Im Rahmen des bevorstehenden Treffens des Sprachklubs steht das Thema „Wintersportarten“ im Mittelpunkt. Im Februar finden in Italien die Olympischen Winterspiele statt, was einen passenden Anlass bietet, über Sportarten zu sprechen, die bei vielen Menschen beliebt sind. Dazu zählen unter anderem Skifahren in den Bergen, Snowboarden, Eiskunstlauf und zahlreiche weitere Disziplinen. Das Treffen ist dem Austausch über interessante und teilweise ungewöhnliche Wortschätze rund um den Wintersport gewidmet. Darüber hinaus ergeben sich Gespräche über die Bedeutung von Sport und Hobbys im Alltag sowie über deren Einfluss auf Lebensstil, Motivation und Gemeinschaft. Der sprachliche und inhaltliche Fokus verspricht eine abwechslungsreiche und anregende Atmosphäre.

**BitDevs Bitcoin Socratic Seminar Berlin @ c-base Raumstation** Join us for our monthly interactive **[Bitcoin Socratic Seminar](https://bitdevs.berlin)** in Berlin! We’ll start with pizza and beer (sponsored by [Ordimint.com](https://ordimint.com)), followed by deep-dive discussions on the most interesting *technical* developments in Bitcoin from the past month. Participation by everyone is highly encouraged! Our goal is to foster lively discussion, knowledge sharing, and debate. In the weeks leading up to the event, participants gather topics such as: * New research papers * New BIPs and BOLTs * Network statistics * Technical blog posts * Mailing list and Delving Bitcoin threads * Pull requests and updates from key repos (Bitcoin Core, LND, Core Lightning, Eclair, BDK, rust-bitcoin, LDK, Electrum, …) Each topic is briefly introduced by our moderators and then discussed before moving on. The full list of links will be published at [bitdevs.berlin](https://bitdevs.berlin) 1–2 days before the event — please review them in advance to get the most out of the discussion. **Important details:** * This event is highly technical — best suited for those with a solid grasp of Bitcoin internals. Curious newcomers are always very welcome, but expect in-depth conversations (see the former topics at [bitdevs.berlin](https://bitdevs.berlin)). * Chatham House Rule applies: you may share what was discussed, but not who said it. No livestream, no photos, no recordings. * The evening begins with food and networking; people often stay after the seminar to keep talking. **Co-hosted by:** * [Felix](https://x.com/FelixWeis) * [Freerk](https://x.com/freerko) * [Fabian](https://x.com/fjahr) For background on the idea of BitDevs Socratic Seminars, see [this article](https://bitcoinmagazine.com/articles/op-ed-want-to-learn-about-bitcoin-try-a-local-socratic-seminar).

🚨 **IMPORTANT: ADDRESS CHANGE** The event will now take place at **Pascalstraße 8–9, 10587 Berlin**. Empowered in Tech, in collaboration with Fraunhofer IPK, come together to invite you to a new **FLINTA Talk Night**: an event designed to explore and address career progression challenges, offering a space for FLINTA\* professionals to reflect, learn and connect. ⏰ **Agenda** **18:00 – Doors Open** **18:30 – Welcome and Intro by Empowered in Tech** **18:35 – Talk by** **Fraunhofer IPK: *Equal Opportunities Are Essential to Innovation*.** Facilitated by Ruth Asan and Dr. Maiara Rosa Cencic. Researchers need the space to develop their full potential in order to have the groundbreaking ideas that drive us forward. A diverse, inclusive working environment for all is not just a noble goal, but also a competitive advantage. * Ruth Asan explains the approaches and programs we use at Fraunhofer IPK to implement fair career and development opportunities, specifically for FLINTA. * Building on this, Dr. Maiara Rosa Cencic will introduce the technologies developed by Fraunhofer IPK – from digital twins that connect engineering, simulation, and real-time shop-floor data to decentralized data spaces. Together, we will demonstrate that equitable opportunities unlock people’s potential and that our technology turns that potential into measurable impact for industry — smarter, more sustainable, and more human. **19:05 – Break** **19:15 – Talk: *The Hidden Half of the Job.*** Facilitated by Anastasiia Kudriavtseva. A practical guide on the thinking, explaining and negotiating that happens before and after the code, and quietly defines your career, and how to get better at it without losing your mind. In this talk participants will learn: ✔️ How AI changes what “good engineering work” looks like ✔️ How to adapt your message to reach different target audiences ✔️ Tackling daily standups and complaining in retrospectives (correctly!) ✔️ Tracking your work with a WTF-notebook and progress notes ✔️ How to ask for and use feedback without combusting ✔️ How to manage your energy on good and bad days **19:45 – Open Networking Round** (Hosted program concludes) 🍴 **Food & drinks** We’ll have water, coffee, and tea available. **Food won’t be provided**, so feel free to bring something to eat. 👋 **About Empowered in Tech** We are a local community in Berlin dedicated to empowering FLINTA (women, lesbians, intersex, non-binary, trans and agender) people to excel in their tech journey. Our events offer study groups, technical workshops, hackathons, networking events, panel discussions, lightning talks, and social events.Stay in touch with the community! Join our Slack: [https://bit.ly/EmpoweredInTechSlack](https://bit.ly/EiTSlack) **✨ About Ruth Asan** Ruth Asan is the equal opportunities officer at Fraunhofer IPK and the deputy equal opportunities officer of Fraunhofer-Gesellschaft. She has a background in political communication and has been working as an expert for digital communication at Fraunhofer IPK since 2018. **✨ About Dr. Maiara Rosa Cencic** Since 2024, she has been leading the department of Extended Reality at Fraunhofer IPK. She has around 10 years of experience as a researcher, with focus on developing innovative smart services and data-oriented business models. **✨ About Anastasiia Kudriavtseva** Frontend Engineer with a focus on React, and experience UI/UX design, with a background in robotics and computer systems. Worked across biopharma, publishing, and defence tech. Originally from Ukraine, now based in Berlin. 📍**Host** This evening will be kindly hosted by Fraunhofer IPK, a research and development institution in the field of production technology. They are located in Berlin-Charlottenburg, at Pascalstr. 13 – 14 10587 Berlin. Learn more: [Fraunhofer IPK](https://www.ipk.fraunhofer.de/) **☂️ About the FLINTA label** This event is labeled as FLINTA (women, lesbians, intersex, non-binary, trans and agender) as we make it a mission to empower women and other underrepresented minorities in the tech community. That being said, we don't exclude anybody! Cis men are welcome to join, just bear in mind that the topics will be discussed from this perspective. 😊 💗 **Code of Conduct** We are dedicated to providing a safe and welcoming experience for everyone who participates in our events. Our events aim to empower diverse women and we welcome everyone who identifies as a woman or another underrepresented group in tech or an ally.We follow the Berlin Code of Conduct for our events: [https://berlincodeofconduct.org/](https://berlincodeofconduct.org/) 📸 **Media Consent** We may be taking photos of this event for social media posts. If you do not want to be photographed, please let the organizers at the event know. We will make sure to respect your privacy.

**URGENT ACTION SUMMIT 2** \- “What is happening in Amerika?” Sat 14 Feb 15-21:00 @Baumhaus Berlin **This is an event for those who feel a sense of urgency or desperation to get society to act in solidarity faster to address critical issues like climate change and the rise of fascism.** 15:00 doors open and open networking 16:00 interactive talk 16:30 Q & A 17:00 break and open networking 18:00 workshop - developing viral interventions 19:00 group feedback 19:30 quick pitches 20:00 open networking 22:00 end The first Summit took place in June of 2024 and resulted in 2 teams of people who developed a short video prototype that describes the nature of these wicked problems and an online curated platform to connect a trusted network of local change makers in Berlin and beyond. • video - https://www.youtube.com/watch?v=Z9ml3AEzZhE • platform - https://ourworld.solutions/ During this interactive talk, discussion and workshop Scott Bolden, founder of Baumhaus Berlin will build on the work from Urgent Action Summit 1 and address the questions: 1 - “**What is happening in Amerika?**” & 2 - “**What kinds of meaningful and practical responses can we come up with in Berlin that can make a positive difference?"** The story of America is a complex one but can be broken down into a few simple fundamental concepts that explain why the state of things are the way they are today. We will explore why it makes sense that Trump and his kind have risen to power and how we can contribute to his fall by doing the things we already love to do. We will also make the connection to the common roots of authoritarianism and climate change as well as sharing strategies to address both. Making a difference in the world doesn’t have to be lonely hard work that one has to sacrifice everything for. The objective of this summit is to identify some common ground that can form the basis for a movement of authentic and resonant solidarity right here in Berlin; one that has the potential to spread. **How can we collectively have fun getting good things done?** The ideas, connections and synergies that are shared during this event will provide a basis for developing program and interventions for the next Emergent Berlin festival happening in Fall 2026 (check out Emergent Berlin 2025). Participants are encouraged to share their findings on the Emergent Berlin instagram page use it as a living working document to help realized some of the ideas that get developed. https://www.emergentberlin2025.de/ Entrance: open donation **support Baumhaus crowdfunding campaign** ( https://www.goodcrowd.org/saving-das-baumhaus ) feel free to bring drinks and snacks to share, there will also be some food and drinks on a donation basis Baumhaus Berlin Gerichtstr 23 VH Eg 13347 Berlin \* Bonus - improv theme song for this event https://soundcloud.com/user-164945673/urgent-action-summit-2-call-to

👋 Hallo und 💜-lich Willkommen to the Elixir Berlin Meetup. Let's get 2026 started with some Elixir. If you're new to the community the best way to introduce yourself is [to submit a talk](https://github.com/elixir-berlin/planning/issues/new?template=talk.yml) ⏰ Schedule 18:45: Doors open 19:05: Welcome & Announcements 19:15: 🗣 SSH OTP application by [Cara](https://github.com/cararemixed) 19:45: 🍺 break 🍵🧃 20:15: 🗣 Structuring Unstructured Text using structured generative AI by [Oren](https://github.com/orenmatar) 20:45: ⚡️ Lightning talks and Socializing 🪩 We want to encourage members of the Elixir community to share what they're working on. If you want to give a lightning talk at this Meetup, contact one of the organizers with a short description of your talk - or [submit a talk](https://github.com/elixir-berlin/planning/issues/new?template=talk.yml) See you all there 💜💜💜

Ready to break routine and try something new? Every Thursday evening, we turn a simple rehearsal room into a space for play, connection, and creativity. No scripts, no pressure—just two hours of pure improvisation. 
Through theatre games, storytelling, and spontaneous scenes, you’ll discover how to:
• Think faster and trust your instincts.
• Collaborate with people you’ve just met.
• Let go of self-judgment and enjoy the unexpected. 
💡 No acting background needed—if you can listen, laugh, and say “yes”, you’re ready. 
Your Facilitator – Marianne 
A theatre director and improvisation facilitator, Marianne has led workshops in Berlin, Düsseldorf, and London. Her approach is playful, inclusive, and focused on creating a supportive space where everyone can shine. 
📅 When & Where
🗓 Thursdays, 18:30–20:30
📍 Boxhagener Straße 18, 10245-
🔗 Sliding Scale Tickets – 5 € / 10 € / 15 €12 spots only – book in advance to secure your place. 
💬📲 Can't make it but you want to be part of the community? Here‘s the link: https://chat.whatsapp.com/EcNOFzscHnYBeUxUkNjsXP?mode=ems_copy_c 
Come curious, leave inspired! 
Tickets: https://www.eventbrite.com/e/improv-thursdays-tickets-1586525694059?aff=oddtdtcreator

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

Hello friends! We're getting together to have drinks & tamales at Trespassers in Mitte. Whether you're a newcomer or an old-timer, drop in to discuss Clojure and talk tech. https://clojure.berlin/events/drinks/ IMPORTANT NOTE: We're switching from meetup.com to luma.com, because meetup was bought by private equity is getting incredibly expensive. Subscribe here to keep up to date: https://luma.com/clojure.berlin See you on Thursday - it's been a while! Paulus

**Important:** Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026021300)[ ](https://www.aicamp.ai/event/eventdetails/W2025103101)is required for admission.(RSVP is turned off on meetup) **Description:** Join Google Cloud Labs for an immersive, hands on workshop learning how to build and scale production-grade AI agents with Cloud Run and GPU support. This is a hands-on program designed to take your AI applications from prototype to full-scale production. In the world of AI development, a great idea is just the beginning. The real challenge lies in transforming that initial spark into a secure, scalable, and robust application that can handle real-world demands. Get ready to get your hands dirty! This is an interactive session, not a lecture. Through a series of live labs, you'll tackle real-world challenges, from securing your services to deploying advanced AI agents. You will leave with practical skills and the confidence to take your own AI projects to the next level. **What You Will Learn:** * **Deploy Secure, Production-Ready Services:** Master the essentials of securing your applications on Cloud Run. You will build and deploy a Model Context Protocol (MCP) server and learn to implement authentication to ensure that only authorized clients and agents can interact with your service. * **Build Intelligent Agents:** Dive into the Agent Development Kit (ADK) to construct an intelligent agent capable of understanding a goal and using tools to achieve it. You'll connect your agent to the secure MCP server you built, giving it the power to perform real-world tasks. * **Containerize and Deploy:** Take your working agent and prepare it for a consistent, portable deployment. This is a crucial step for managing applications in a serverless environment. * **Harness the Power of GPUs on Cloud Run**: Deploy your containerized agent to a Cloud Run instance and attach a GPU to accelerate your models. You will gain hands-on experience managing production configurations and testing a live, GPU-accelerated application. **Agenda** * 9:00AM - 9:30AM: Check-in, Networking, Coffee, and Breakfast * 9:30AM - 10:00AM: Keynote: From AI Prototype to a Multi-Component Production App * 10:00AM - 10:20AM: Tech Talk 1: The New Agentic Workflow: Empowering AI with Tools via MCP * 10:20AM - 11:20AM: Lab 1: Deploy a Secure MCP Server on Cloud Run * 11:20AM - 12:30PM: Lab 2: Use an MCP Server on Cloud Run with an ADK Agent * 12:30PM - 1:30PM: Lunch Break * 1:30PM - 2:10PM: Tech talk 2: From Agent to Application: Production Patterns for Scalable AI * 2:10PM - 3:20PM: Lab 3: Deploying a Production-Grade Agent to Cloud Run with GPU * 3:20PM - 3:30PM: Closing remarks & the path forward * 3:30PM - 4:30PM: Q&A, Networking, and Happy Hour

**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 **Abstract** TBD **YouTube Link** TBA

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

How to Be a Better Communicator Communication is everything in life You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio 1266 Dublin Road, Columbus, OH 43215 For more information, contact Rhiannon, the Event Host at 614-221-5024

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