Cognos

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 \*\*\*

An inspiring, high-energy meeting of public speaking, connection, and personal growth in the heart of Berlin. **Mercury Toastmasters Berlin** invites you to our weekly meeting at our new home at **Das Center, Potsdamer Platz**, in the stunning **Historic Imperial Breakfast Hall**. *Experience the **power of prepared speeches** loaded with bold ideas, participate in our **dynamic Impromptu Session**, and **gain valuable insights** during our feedback segment.* *Leave with practical tools, fresh ideas, and renewed inspiration.* *Whether you want to speak up at work, boost your presence, or just meet inspiring people, you’ll feel at home at Mercury Toastmasters Berlin.* *** **[What to Expect:](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)** ✨ A supportive space to speak, grow, and connect 🎤 Engaging prepared speeches ⚡ Fun, fast-paced impromptu speaking challenges 💬 Feedback session you can actually use 🌍 A friendly, international crowd (around 25–30 people) **Schedule** (times may vary) ⏰ 19:15 - Doors open & networking 🎙️ 19:30 - Prepared Speeches 🏓 20:35 - Impromptu Session (Guest welcome to join) ↩️ 21:00 - Constructive feedback 💬 21:30 - Food, drinks & relaxed socializing **No experience needed.** ***Come curious. Leave energized.*** *** **🤙 [Hear it from our members:](https://maps.app.goo.gl/eRtvR9DRNqU9WZQn7)** *“You can sharpen your public speaking skills and gain tons of confidence, while having fun and making new friends. Mercury is well-structured, fun, and affordable.”* — *Therese Pitt* *“Mercury gave me a safe place to speak, create, and grow. I love the multicultural vibe and supportive community. It’s the best place to learn and have fun.”* — *Krisztina Linka* *** **[Did You Know?](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)** Toastmasters is where people go to get better at speaking—and grow into confident communicators and leaders. Today [Toastmasters ](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)has 350,000+ members across 16,000 clubs in 143 countries. And [Mercury](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/) is one of the best places to experience it. So bring your curiosity, your energy—and just be yourself. Whether you’re just starting or ready to level up, there’s a place for you here. *** **[Wondering what you get as a member?](https://mercurytoastmasters.de/membership-mercury-toastmasters-berlin/)** Think expert feedback, real-world speaking practice, and a supportive crew that’s got your back. [See you Wednesday night! 🎉](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)

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)

The Minority Report is a weekly stand-up comedy show about identity, culture, and the expat experience. Are you a minority in Europe? Did something weird, awkward, or low-key offensive happen to you this week? This is the space to vent your feelings about it. Every week, comedians Bryan Lee and Moe Singleton take the stage to unpack life as outsiders, offering their unique commentary on topics like race, masculinity, relationships, and life between cultures. Add weekly special guest comedians and “question time” with the audience, and you’ve got Berlin’s most unhinged comedy experience. 🎟️ Want to warm up before the show? Check out our comedy workshop – a beginner-friendly stand-up class with Bryan and Moe, hosted just before the show.

Hola chicos, Moin zusammen, lasst uns Deutsch und Spanisch sprechen und ein paar Bier zusammen trinken, die Idee ist einfach und gut :) Bitte bringt zumindest basis Deutsch oder Spanisch Kenntnisse mit! Vamos a hablar español y alemán y tomar unas cervezas, la idea es simple y buena jaja. ¡Por favor, ven por lo menos con un nivel básico de español o alemán! Danke, gracias!

Join us for a special edition of Today’s Global Leader featuring **Nora Fehlbaum**, chair of the board of directors and former CEO of the legendary design brand Vitra and a third-generation leader of the family-owned company. Leave with a fresh perspective on how meaningful spaces can shape the future of work and society, and take away practical insights on sustainability as a guiding design principle, long-term leadership, and running a family business with purpose. Under Nora Fehlbaum’s leadership, Vitra has explored how design, sustainability, and culture can intersect to create spaces that endure and inspire long-term thinking, responsible choices, and new forms of collaboration. From its newly opened Bowery showroom in New York to cultural moments on the Vitra Campus and the contemplative Doshi Retreat, Vitra’s projects show that design is as much about mindset and meaning as it is about aesthetics. ESMT faculty member **[Nora Grasselli](https://esmt.berlin/person/nora-grasselli)**, a leadership and New Work expert, will set the stage with insights into how evolving work cultures are reshaping the future of leadership. The subsequent Q&A with Nora Fehlbaum, with plenty of time for audience questions, will be moderated by **[Astrid Frohloff](https://astrid-frohloff.de/)**, journalist, TV host, and executive coach. **About the Today’s Global Leader event series** Today’s Global Leader is an ESMT event series in hybrid format. Successful business leaders share their leadership philosophies and position themselves on current political and economic topics in an open discussion. Interaction with a diverse audience, including international students and other young leaders, is guaranteed. Check out our past events with Ola Källenius, Christian Sewing, among others on **[YouTube](https://www.youtube.com/playlist?list=PLYBplsEOOPkF1BBD5Y7KNlHKig14RAgN9)**. **About the speakers** **Nora Fehlbaum** is the chair of the board of directors of the Swiss furniture manufacturing company Vitra, leading the family-owned company in the third generation. Fehlbaum joined Vitra in 2010 and was initially responsible for the Vitra Campus, the global launch of Vitra’s online shops, and the expansion of the Vitra Accessories Collection, before taking the helm in 2016 as CEO until the end of 2025. While the first generation laid the company’s commercial foundations, and the second added a cultural dimension through the development of the Vitra Campus and the Vitra Design Museum along with its collection, the third generation represented by Fehlbaum puts the spotlight on sustainable thinking and action. **[Nora Grasselli](https://esmt.berlin/person/nora-grasselli)** is a lecturer in leadership, a member of the ESMT faculty, as well as a program director for executive education programs. Her teaching and research interests are leadership for middle managers, leadership transitions, collaboration across organizational boundaries, teamwork mediated through technology, experiential learning, and innovation in executive education. Her work has been published in journals such as MIT Sloan Management Review, Harvard Business Manager, Organization Studies, and Harvard Business Publishing, as well as popular business media such as European Business Review and Forbes. **About the moderator** **[Astrid Frohloff](https://astrid-frohloff.de/)** is an independent conference moderator, executive coach, and communications consultant specializing in executive media training and high-level moderation. A former national TV presenter, she produced some 250 films and reports, served as spokesperson for Reporters Without Borders for 12 years, and now trains executives in media and presentation skills while advising organizations on event design and delivery. **In cooperation with [Initiative Zukunftsfähige Führung](https://izf.org/)**

**\>\> Please note that the event's location will be sent to you once you RSVP <<** Hey, I’m Annabelle, and I’m a recovering bulimic. I struggled with bulimia for 15 years, and I’ve always wished there was a space where I could talk about it openly, without judgment, without shame, just honesty, support, and people who *get it*. People who are also on this journey. People who want to heal and figure out who they are beyond bulimia. So, I decided to create that space. **What is this group about** * A space where you can talk about your **binge eating or bulimia** without feeling judged. * A space to reconnect with yourself — the *you* that exists beyond the eating disorder. * A space for support and real connection with people who are going through (or have been through) the same thing. * A place to share your wins *and* your hard days, and be met with encouragement and support. **What to expect** * Journaling prompts, discussions, games, readings from ED-related literature, meditations, and more. * Deeper conversations — not just about the ED, but about who you are underneath it all. **Who is this for?** * **This group is open to women who are struggling with binge eating or bulimia and *want to recover.*** **What this *isn't*** * This is not therapy. I’m not a therapist and won’t be giving advice on nutrition, exercise, or anything medical. * This is not a place to talk about numbers, weight, calories, or daily food habits. * This is not a place to give unsolicited advice. If someone asks for support, great — but advice will only be shared if it’s asked for. * This is *definitely* not a space that promotes or glorifies eating disorders. **A bit about me** I’m 33, I live in Berlin, and I have a very eclectic taste in music — but I always come back to Nightwish. When I’m not reading memoirs or self-help books, you’ll usually find me looking for a new café around the city or walking in the forest or a park. Some of my favorite podcasts include *The Rich Roll Podcast*, *How I Built This*, *We Can Do Hard Things*, and *The School of Greatness.* I’m a certified life coach, and I’m passionate about guiding people to unlock their own truth and remove the mental blocks that hold them back from pursuing their purpose. Right now, I’m writing a weekly blog called *Life Beyond Bulimia*, which you can find on my Substack. **Before you sign up** The location of this group will be revealed once you RSVP. While the space is kindly provided to us for free, we are asked to contribute 1€ per person per meeting (including myself). There's an online version of this group, to see the dates and register, visit [this link. ](https://www.eventbrite.com/e/1820313028269?aff=oddtdtcreator) To make sure everyone is heard, the meetings will be limited to 10 people at a time. Can’t wait to meet you! Until then, know that you are stronger than you think. 🌹 Annabelle

Hi everyone, Our next **CorrelAid Berlin in-person meetup** is coming up! This Thursday, we’ll meet at **Café Milagro** in Kreuzberg – a cozy spot perfect for catching up and talking “Data for Good.” 🗓️ **When:** Thursday, February 12, 2026 🕠 **Time:** 17:30 – 19:00 📍 **Where:** [Café Milagro, Bergmannkiez, Kreuzberg](https://maps.app.goo.gl/y4Cu8mQZ8rMa9uHh8?g_st=ipc) Whether you’re already involved in projects or just curious about what CorrelAid Berlin does, you’re very welcome to join — grab a drink, share your ideas, and meet fellow data-for-good enthusiasts. Looking forward to seeing you there! CorrelAid Berlin team💙

📅 **Week 4 Focus: Calling LLM via API** Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed! 📌 By the End of a Full Cycle, You should Have 🎯 A working project in your own GitHub repo 🎯 A small but real portfolio piece you can demo or write about 🧠 **Current Project** This cycle’s shared project is an **image-based knowledge extraction system**. In Week 3, we trained a deep learning object detection model (YOLO) and learned how modern computer vision models are built. **In Week 4** we will try **LLM-based image understanding via APIs** to extract structured information from images and comparing this approach with traditional computer vision and building your own deep learning methods. * \*\*\* **👋 Who Is This For?** 🔹 Beginners who learn best by doing — no prior experience needed 🔹 Career switchers from product, engineering, design, marketing, or other fields who want to break into data 🔹 Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects 🔹 Data professionals who want a creative playground outside of work 🔹 Anyone with big questions and a love for learning through experimentation \*\*\* **BUILD. LEARN. EXPERIMENT. OVER COFFEE.** Come hang out, meet like-minded people, and work on something fun. 📍 Based in Berlin – in-person meetups only (for now!) 💻 Laptops + ☕ highly encouraged Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w) Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing) \*\*\* ✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.

Our friend **Dmitri Katz**, a 10 years+ long time friend and huge supporter of **STEM4Health**, **G4A**, **Digital Health**, and every **Innovation in Healthcare**, is organizing this event. I highly recommend to attend. Please register at https://luma.com/m47avlhj. AI is offering new opportunities to address persistent, high-impact societal challenges. In domains where social and human stakes are high, practical value will depend not only on technical performance, but on how well AI systems are aligned with ethical, institutional, and operational realities. Addressing this need requires sustained, cross-disciplinary collaboration grounded in real-world practice. To this end, **ÆTHOS Berlin** is building an interdisciplinary community of founders, researchers, practitioners, domain experts, and policymakers. ​In this workshop, we will discuss real-world care challenges and the constraints that shape responsible AI use. Participants are invited to contribute practical perspectives. ​**What we aim to produce:** ​The workshop will produce Challenge Briefs: short documents that describe (a) a concrete care problem, (b) its real-world impact, and (c) the key institutional, ethical, and practical constraints involved. Where it emerges naturally, the briefs may also note open directions for work, such as further research or approaches for AI implementation. The briefs will be published publicly after the event and shared as reference material for future research and innovation. ​**Workshop format (2 hours):** * ​Short, problem‑focused inputs from care‑domain experts, early‑stage startups, and other workshop attendees. * ​Small, mixed working groups * ​Each group drafts one brief using a simple structure: Problem · Impact · Constraints · Directions * ​Sharing and discussion ​**Why your participation matters:** * ​Help ensure that actual constraints shape how AI problems are defined * ​Bring institutional, ethical, and operational realities into the discussion early * ​Contribute to challenge definitions that shape the community’s future focus * ​Be acknowledged as a contributing participant in this first workshop ​ **What participation could involve:** * ​Share a real-world care‑domain challenge * ​Contributing to the drafting group * ​Bring a laptop if possible. ​This is an ÆTHOS community initiative. Participants are welcome to share what they are working on, but the focus will remain on problem framing rather than product pitching. If you have questions or would like to help with the workshop, please let us know. Warm Regards, Dmitri Katz ÆTHOS Initiative team [dmitrikatz23@gmail.com](mailto:dmitrikatz23@gmail.com) Place: Æthos Station, 3rd Floor, Lohmühlenstraße 65, Kreuzberg, Berlin

👋 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 💜💜💜

On Sunday, February 15, we’re inviting you to a facilitated session of our MBTI MeetUp! Using the 16 Personalities Test, you’ll get to know yourself on a deeper level. You’ll meet like-minded people from your color family, explore what you truly share — and then experience in a mixed small group how very different personality types can come together to form a fantastic team. This time, we’ll meet at betahaus Berlin Kreuzberg, Lobeckstraße 30, right at Moritzplatz. Please try to arrive on time! To enter the coworking space, just give our co-host Michael Metzger a quick call — we’ll post the number in the comments on the day of the event. Coffee, tea, and cold drinks will be provided on a donation basis. Feel free to bring a snack to contribute to our shared buffet. ⸻ Agenda 15:00 Arrival & Check-In 15:30 Introduction: 16 Personalities 16:00 Round 1: Finding Common Ground 16:30 Round 2: Mixed Small Groups 17:00 Insights & Wrap-Up 17:30 Social Hangout & Networking ⸻ We can’t wait to see you there!

🚨 **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.

## The Local Group Berlin / Brandenburg invites you to a kick-off (in English) to “Social responsibilty in project management”. Register here: https://pmi-gc.de/event/local-group-event/social-responsibilty "Giving back" is an essential part of PMI's core values and understanding - therefore Social Responsibility (SR) is at the heart of those values. Besides the global cooperation of PMI with the United Nations on the base of the 17 Sustainable Development Goals (SDGs), PMI Germany Chapter has set up an SR initiative that allows PMI members directly to support NGOs / NPOs working in this context and to generate social impact. This session spans from the underlying principles to current projects and illustrates what kind of participation is possible through PMI. The icing on the cake is the matchmaking concept, which will be presented and opened for discussion. ### **Learning Objectives** • Get to know the Social Responsibility Initiative of PMI Germany Chapter • Identify possible opportunities to engage yourself • Help shaping the Matchmaking concept to make use of the SR initiative

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.

**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)

**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

**NEW LOCATION: Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: * 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. * 6:30 to 8:00 pm. Main meeting and presentation(s). Lonnie Morgan will be presenting information about the DLT Library. "The Python library `dlt` provides a powerful [REST API toolkit](https://dlthub.com/docs/dlt-ecosystem/verified-sources/rest_api/basic) to ingest data. Combined with our [LLM scaffolds](https://dlthub.com/workspace) and [MCP server](https://dlthub.com/docs/hub/features/mcp-server), you can build a custom connector for any of the 8k+ available sources in 10 minutes by following this guide. Building with LLMs is an iterative process. We will follow this general workflow and give practical tips for each step." See Our [Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com

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

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)