Singularity

**\>\> 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

Are you a creative professional wondering how your skills translate into the world of tech? ✨ The demand for designers who understand AI is growing fast — and your creative background is already a huge advantage. What you need is a structured way to apply it. **Register for our Event Here:** [https://3vgdb.share.hsforms.com/2QKa2PiXaTYOqv3aKMLQ6Ig](https://3vgdb.share.hsforms.com/2QKa2PiXaTYOqv3aKMLQ6Ig) Join us at WBS CODING SCHOOL for a hands-on rapid prototyping workshop where you'll design a real booking experience that balances human control with AI assistance. **What you'll learn:** * Human + AI Design Frameworks: Explore when automation helps users — and when it doesn't. * Rapid Prototyping Skills: Learn to validate ideas quickly using simple, low-fidelity methods. * UX in the Age of AI: Understand how the role of UX design is evolving right now. * Your Creative Edge: Discover exactly where your creative skills fit into modern product design. This session is perfect for creative professionals and re-skillers looking to break into UX/UI design. Food and drinks will be provided. 🤝 **What to bring:** Pen & paper, or a laptop if you'd like to use FigJam. **Event Details:** * Date: Wednesday, April 22 * Time: 18:00 – 20:00 * Location: Cuvrystraße 1, 10997 Berlin \-\-\- **About WBS CODING SCHOOL** Empowering ambitious minds to conquer the tech world. Since 2019, we’ve been breaking barriers to make tech careers accessible to everyone. From AI, Data, UX/UI to AI Software Development, our expert-led courses teach skills that matter. But we’re more than just a school – we’re a thriving community where passion meets opportunity. Ready to launch your future? Join us and build the career you deserve.

**Discover the joys of singing in a nurturing and supportive atmosphere at our new regular Wednesday singing class at b23 Space in Prenzlauer Berg. Guided by soprano and singing teacher Sarah McInerney, this class invites you to delve into the emotional and somatic aspects of your voice, fostering a sense of community and connection through the power of singing.** Our 75-minute sessions offer a blend of breathing exercises, visualizations, and improvisational activities designed to help you explore your voice in a relaxed, playful, and inclusive setting. The focus is on experiencing the sensations and emotions of singing rather than perfecting technique or striving for performance excellence. Join us on this vocal journey and experience the transformative power of singing, one note at a time. Open to anyone and any body. No previous voice training required! **Please book your spot before via:** [Eventbrite](https://www.eventbrite.de/e/the-voice-lab-experiments-with-singing-tickets-747110847657), [Urban Sports Club](https://urbansportsclub.com/de/venues/b23-space-1?date=2025-07-17&service_type=1) or [EGYM Wellpass](https://egym-wellpass.com/int/gym-finder?n=b23+space). If you're feeling spontaneous, you can usually also drop-in and pay cash or via PayPal. Can't affort a regular ticket at the moment? Send a quick message to [hi@b23.space](hi@b23.space) and we'll find a solution.

Hello fellow Symfonians, we are thrilled to announce the next user group meeting of the year, featuring two insightful talks that you **won't want to miss**! This time we are hosted by c-base (Rungestrasse 20 10179 Berlin). Come by and enjoy an evening of learning, networking, and socializing with fellow Symfony and PHP developers. **Agenda:** 18:30: Doors open 19:00: Welcome and Introduction 19:20: **Talk 1: "Maintainable Frontends for Symfony" by Daniela Berger** 19:50: Break & Snack 20:00: **Talk 2: "Why every CMS needs MCP" by Roland Golla** 20:40: Socializing **Talk Details:** **Talk 1: "Maintainable Frontends for Symfony" by Daniela Berger** In many web projects we find more backend devs than frontend devs, sometimes significantly so. This often leads to devs with little frontend experience being asked to do frontend development anyway, and they often end up shaping their frontends in ways that will make their lives unnecessarily hard. One common result are frontends that are functionally unmaintainable because each change - whether it is a new feature or a bugfix - requires implementing an exception to existing code, thus making the code increasingly and unnecessarily complex. This is especially upsetting because with a bit of experience it is possible to implement light-weight frontend components with equally elegant CSS and JavaScript that are easy to extend and to adapt to new requirements without digging oneself into a deeper hole with each PR. And since Symfony is making frontend development steadily more accessible to backend devs with Symfony US / Stimulus, this is a good time to take a closer look at \*how\* to structure these frontends. This talk aims to a) introduce core frontend concepts that backend devs might not be aware of, b) show best frontend practices both on the code level and on the architecture level, c) show a few common mistakes that can be found in inexpertly implemented frontends, and c) introduce tools that will make consistent frontend development easier. **Talk 2: "Why every CMS needs MCP" by Roland Golla** Your content team already works in ChatGPT, Claude, and Gemini. Yet the content still lands in the CMS backend manually, clumsily, slowly. MCP changes that. One sentence in chat becomes a published article. No copy pasting, no formatting, no clicking. And the content ranks. On Google, on ChatGPT, on Perplexity, on whatever comes next. Good content written by AI directly into the CMS goes live faster and gets found. I show you the MCP plugin for Sulu CMS: open source, built on Symfony, ready to deploy. But this is not about implementation. It is about the three questions every content team must ask: Why does every website need MCP? What does good AI content look like? And why is conversational content management better than anything you click together in a backend? MCP makes content creation as easy as chat. If you can write, you can publish. No CMS training, no workflow, no waiting. Live on stage: a complete workflow from idea in chat to published article in Sulu CMS. Everything open source on GitHub. Don't miss these insightful talks, engaging discussions, and networking opportunities. We can't wait to see you at the **April Symfony User Group**!" If you have any questions or accessibility requirements, please reach out to us. Also, if your company wants to be the next host for the User Group, just let us know!

-DROP IN - *(English below)* **Lindy Hop \| Swing Dance Unterricht** Klassen (fast) jeden Mittwoch Abend 18\.15 Uhr Lindy Hop \| Swing Dance \- Starter 19\.30 Uhr Lindy Hop \| Swing Dance \- Improver oder/or SOLO JAZZ\! Bitte für weitere Informationen & Kosten hier schauen: [SWING PATROL ROLLBERG _ SCHILLERKIEZ - NEUKÖLLN](https://www.swingpatrolberlin.com/sp-rollberg.html) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- classes (almost) every Wednesday evening 18\.15 Uhr Lindy Hop \| Swing Dance \- Starter 19\.30 Uhr Lindy Hop \| Swing Dance \- Improver All information & costs here: [SWING PATROL ROLLBERG _ SCHILLERKIEZ - NEUKÖLLN](https://www.swingpatrolberlin.com/sp-rollberg.html)

**🎫 RSVP ≠ ticket.** A paid ticket is required to attend. 🔗 On your phone and can't click? Click the link in the **comments** :) **[🎟️ Sign up here to grab your ticket 🎟️](https://luma.com/ftst4berlin)** We are back in Berlin for **our fourth event of the new year!** **📦 WHAT'S THIS ABOUT?** FTST is a **one-of-a-kind social experience** where strangers come together for an afternoon of meaningful, fun, and deep conversation. It’s also a different & cool way of meeting new people by getting a bit out of your comfort zone and skipping the small talk! Join us for **games**, **talks**, and **connections** with **friends you haven’t met yet**. Join if you get annoyed after being asked what you do, where you are from, and how long you've been in Berlin every single time you meet someone. If you feel that there are better questions in life, this is the place for you. 🙌 **📓 HOW DOES IT WORK?** We start with a short & sweet intro talk followed by a few light-hearted group games to warm up. After that, we split you up into small groups and start with the conversation rounds (with 3-4 people). We'll have awesome question cards that will guide the flow of the conversation. You’ll never have to speak in public if you don’t want to. **🕹 HOW TO JOIN?** **[Take 1 minute to sign up 👈](https://luma.com/ftst4berlin)** 🔗 On your phone and can't click? Click the link in the **comments** :) Our events are **limited to 30 handpicked guests** to ensure a cozy atmosphere. We aim to curate events with similar age and gender groups *wherever possible.* If you're invited you'll receive a confirmation within 48 hours via Luma (our ticketing platform) ***Can't make it/event sold out?*** *[Sign up here](https://epicllama.myflodesk.com/berlin) and we'll let you know about the next one 😎* **🧧 HOW MUCH IS IT?** The cost to attend is **15€-18€** and includes the following: ⏰ 3 hours of facilitated and curated activities 🍎 Light snacks to keep the energy going (only if outdoors) 👥 A space to meet new people in the least boring way possible 💛 Supporting our mission to spread human connection events around the world *(🎫 also includes those annoying ticket fees!)* **🌳 WHERE IS IT?** We host our events in awesome bars & parks across the city. *We only **reveal the location** to ticket holders **24 hours** before.* **💛 WHAT THEY SAY** 🗣 “Great way to connect with people in a more meaningful way. Get to the heart of the matter, dive straight into what really counts!” - Matthias 🗣 “F\*ck the Small Talk changes the narrative from "Where are you from?" to "When was the last time you laughed uncontrollably?" and I think that's beautiful.” - Monika 🗣 “I loved F\*ck the Small Talk, I was a little bit nervous at first but they are pros at making you feel comfortable with the rest of the group, the activities are really fun and I enjoyed every second (consider that the one who's saying this is very, very shy). Give it a try!” - Brenda 🗣 "It’s a wonderful experience, it’s like being a kid again, when you were at the park, playing with other kids, and just decided you were going to be best friends for the next hours. Maybe you’ll never see those kids again. But that hour was amazing because you both opened up and trusted each other." - Sara [Check out our 130+ Google reviews here](https://www.google.com/maps/place/EPIC+LLAMA/@29.4255256,-41.3746386,3z/data=!4m5!3m4!1s0x0:0xf758abc88e22289c!8m2!3d29.4255256!4d-41.3746386?sa=X&ved=2ahUKEwiAydX55IP9AhWWQjABHejpCCkQ_BJ6BAhWEAg&coh=164777&entry=tt&shorturl=1)[ ](https://goo.gl/maps/TpZy77bfPFkGoikn7)💛 *(these are real humans, we promise!)* **🤓 FAQ** **• What's the age range?** Most people who come to our events are between 24 and 40 years old. But everyone is welcome to attend! (it's just a reference) **• Can I come alone?** Of course, we encourage it :) **• Can I be late?** Please don't! Late arrivals will disrupt the floooooooow. **• I signed up but never got an invite. Why?** We get a high volume of sign-ups yet we can only invite around 30 people. Please try again next time if do not receive an invite - no hard feelings 💛 **• Why do you charge?** We value our time and put a lot of love, planning, and effort into creating & designing these experiences. ♥️ This is our project/business and what we give to the world and we think everything should be a fair exchange! 🎈 However, money should never be the reason for people not to attend. If you can’t afford it send us a message! **• Can I bring my pet llama?** 100% yes, any *well-behaved* pets are highly encouraged as long as you can still focus on connecting with the humans around you! Especially llamas. Please confirm with us beforehand. **• Can I get a refund if I can't make it?** Unfortunately, we do not offer refunds. However, feel free to pass on your ticket to a friend or consider coming to the next edition. [and let us know]! 𝘾𝙤𝙢𝙚 𝙘𝙪𝙧𝙞𝙤𝙪𝙨, 𝙡𝙚𝙖𝙫𝙚 𝙘𝙤𝙣𝙣𝙚𝙘𝙩𝙚𝙙. ✨ \* Location is only revealed to ticket holders! 🙅‍♀️📱This event is a no-phone experience. 🙅‍♀️📱 We started in Berlin back in 2019 and there are now chapters in 11 cities around the world including Mexico City, Lisbon, Vancouver, Malta, Zurich, and London! 🗺️ \*\*\* Follow us on[ Instagram ](https://www.instagram.com/epic.llama/)👈 Our [website 👈](https://epicllama.com/fuckthesmalltalk)

Come along, grab a coffee, shut up, and write! We will do at least two sessions of each 45 minutes of writing and two breaks. We will start the first writing session at 10:15. For space reasons, we are limited to a certain number of attendees, so please update your RSVP if you can't come. We are typically by the large windows facing the U-Bahn entrance. If you are new, come and say hello, as we know that suddenly going quiet for 45 minutes and staring at that blank page can be intimidating when it's your first time. We have a lot of long-term regulars who will be happy to help you feel welcome. In between sessions, we have a Telegram chat: https://t.me/joinchat/ERW3pxD5kfELGeWs9SUhjw For more information, visit [https://shutupwrite.com](https://shutupwrite.com/).

Join our in-person meetup on April 24th to hear talks from experts on cutting-edge topics across AI, ML, and computer vision. **[Register to reserve your seat.](https://voxel51.com/events/berlin-ai-ml-and-computer-vision-meetup-april-24-2026)** Space is limited! **Date, Time and Location** Apr 24, 2026 5:30 PM - 8:30 PM [MotionLab](https://motionlab.berlin/) Bouchéstraße 12/Halle 20 12435 Berlin **Kaputt: A Large-Scale Dataset for Visual Defect Detection** We present a novel large-scale dataset for defect detection in a logistics setting. Recent work on industrial anomaly detection has primarily focused on manufacturing scenarios with highly controlled poses and a limited number of object categories. Existing benchmarks like MVTec-AD (Bergmann et al., 2021) and VisA (Zou et al., 2022) have reached saturation, with state-of-the-art methods achieving up to 99.9% AUROC scores. In contrast to manufacturing, anomaly detection in retail logistics faces new challenges, particularly in the diversity and variability of object pose and appearance. Leading anomaly detection methods fall short when applied to this new setting. To bridge this gap, we introduce a new benchmark that overcomes the current limitations of existing datasets. With over 230,000 images (and more than 29,000 defective instances), it is 40 times larger than MVTec and contains more than 48,000 distinct objects. To validate the difficulty of the problem, we conduct an extensive evaluation of multiple state-of-the-art anomaly detection methods, demonstrating that they do not surpass 56.96% AUROC on our dataset. Further qualitative analysis confirms that existing methods struggle to leverage normal samples under heavy pose and appearance variation. With our large-scale dataset, we set a new benchmark and encourage future research towards solving this challenging problem in retail logistics anomaly detection. The dataset is available for download under [https://www.kaputt-dataset.com](https://www.kaputt-dataset.com). *About the Speaker* [Sebastian Höfer](https://www.linkedin.com/in/sebastian-h%C3%B6fer-891178121/) is an Applied Science Manager at Amazon Fulfillment Technologies & Robotics, leading machine learning and computer vision research for large-scale robotics and warehouse automation. He received his PhD from the Robotics & Biology Lab at TU Berlin, focusing on Sim2Real transfer and robotic perception. His recent work, “Kaputt: A Large-Scale Dataset for Visual Defect Detection” (ICCV 2025) [37], established a major benchmark for industrial anomaly detection, reflecting his expertise at the intersection of academic research and real-world deployment. **Data Foundations for Vision-Language-Action Models** Model architectures get the papers, but data decides whether robots actually work. This talk introduces VLAs from a data-centric perspective: what makes robot datasets fundamentally different from image classification or video understanding, how the field is organizing its data (Open X-Embodiment, LeRobot, RLDS), and what evaluation benchmarks actually measure. We'll examine the unique challenges such as temporal structure, proprioceptive signals, and heterogeneity in embodiment, and discuss why addressing them matters more than the next architectural innovation. *About the Speaker* [Harpreet Sahota](https://www.linkedin.com/in/harpreetsahota204/) is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in VLMs, Visual Agents, Document AI, and Physical AI. **Most AI Agents Are Broken. Let’s Fix That** AI agents are having a moment, but most of them are little more than fragile prototypes that break under pressure. Together, we’ll explore why so many agentic systems fail in practice, and how to fix that with real engineering principles. In this talk, you’ll learn how to build agents that are modular, observable, and ready for production. If you’re tired of shiny agent demos that don't deliver, this talk is your blueprint for building agents that actually work. *About the Speaker* [Bilge Yücel](https://www.linkedin.com/in/bilge-yucel/) is a Senior Developer Relations Engineer at deepset, helping developers build agentic AI apps with Haystack. Passionate about AI, she makes complex concepts approachable through hands-on tutorials, both online and at real-life events. **Operationalizing Computer Vision for Overhead Lines: Beyond the Demo** At first glance, visual inspection of high-voltage power lines seems straightforward: collect imagery, run one or two AI models, and report the findings. In practice, moving beyond a proof of concept reveals a range of issues that can make or break a campaign. Common concerns include data quality and coverage, scarcity of the most relevant cases and abundance everywhere else, variations in pylon geometry and asset types across regions, calibration and GIS alignment challenges, and a long tail of edge cases that emerge in real-world operations. This talk introduces Siemens Energy’s end-to-end overhead line inspection solution and shares key learnings from inspecting more than 10,000 km of power lines for real customers across several continents. We will show how raw 2D/3D data is transformed into structured information, delivering insights into asset inventory as well as defects, and supporting maintenance and planning decisions for critical infrastructure. The focus is on the combination of algorithmic building blocks and scalable processing, designed for robustness and consistency at scale, where even low error rates can become operationally significant. *About the Speaker* [Stefan Wakolbinger](https://www.linkedin.com/in/stefan-wakolbinger-aa0ba874/) is the Development Team Lead for AI & Analytics at SIEAERO, Siemens Energy's digital powerline inspection service. He leads the development of cutting-edge AI and analytics solutions that transform aerial powerline inspection through multi-sensor technology. His team creates digital twins of powerline infrastructure, automates fault detection, and monitors vegetation management—making powerline inspection safer, more precise, and more efficient. Stefan has been driving innovation in this role since September 2022. **Search your video library like a database** Drop in YouTube URLs or upload files and query content four ways: exact keyword matching, semantic search across transcripts, visual scene search via SigLIP2, and LLM-generated answers that synthesise across segments. [Paras Mehta](https://www.linkedin.com/in/pmehtaeu/) is a Berlin-based AI engineer and CTO/co-founder of Sylby, a language learning app he built from scratch, reaching 10,000 users and raising €350K. Previously: data scientist at Motionlogic, senior software engineer at Volkswagen, a PhD from Freie Universität Berlin, and a visiting stint at Cambridge. He now works as an AI engineer at HPI's AI Service Centre.

Bist du bereit für einen unvergesslichen musikalischen Abend mitten in Berlin? SingAlong - Das große Mitsing-Event (https://singalong.de/) lädt dich ein, gemeinsam mit Hunderten von Menschen die größten Hits der 80er und frühen 90er Jahre zu singen und längst vergessene Erinnerungen wieder aufleben zu lassen! Die Songauswahl und der Moderator vor Ort sorgen für ein unvergessliches Mitsing-Erlebnis! Alle Songtexte werden zum Mitsingen auf einer großen Leinwand visualisiert. Entfliehe dem Alltag und reise mit uns zurück in die 80er und frühen 90er! Schwelge in vergessen geglaubten Erinnerungen und schaffe gemeinsam mit hunderten Gleichgesinnten neue wunderbare Momente! Bei der Songauswahl wurde darauf geachtet, dass für jeden Geschmack etwas dabei ist. Von bekannten Songs aus Serien dieser Zeit, alten Nummer 1 Hits, gefühlvollen Balladen bis hin zu rockigen und poppigen Chartbreakern! Alle Lieder wurden auf Bekanntheit und Mitsingtauglichkeit getestet. Dazu gibt es interessante Fakten, Informationen und Anekdoten zu den Songs vom Moderator! Zeitlicher Ablauf: Einlass: 19:15 Uhr - Beginn: 20 Uhr - Ende: 22:00 Uhr; + After-Party Melde dich jetzt alleine oder gemeinsam mit Freund:innen zum SingAlong in Berlin an und mache dich auf eine musikalische Reise zurück in die 80er und frühen 90er Jahre. Achtung: Die Plätze sind begrenzt - sichere dir rechtzeitig deinen Platz bei diesem einzigartigen Mitsing-Event. Jetzt anmelden und dabei sein: https://singalong.de/.

A small NEXUS gathering built around movement and natural conversation. **Important!** We’re moving our full event schedule to our website. 👉 For all upcoming events and details, visit: [https://nexuswerkstatt.com](https://nexuswerkstatt.com)

International Meetup for those who still like to follow the Peaceful teachings of Christ. We are free and curious humans, try to practice patience, kindness, humanity, etc, and have the freedom to read any book of the world, including the Gospels. Let's support each-other, upbuild faith, and find some like-minded friends in our community. (If you are a new believer, you are also welcome only if you have been practicing Christianity regularly for at least since last 3 years. )

💗 **Tired of Swiping? Meet Real Singles in Berlin.** **Founded by a woman** who understands the struggle, Zeya is here to bring back organic connections. **No apps, no awkward small talk, just 6 curated singles at a stylish bar.** 🇩🇪 **Zeya bietet kuratierte Hangouts für Singles in Berlin. Sicher, persönlich und ohne Dating-Apps.** **[Join next Berlin hangout – RSVP now!](https://zeya.cc/register)** ✅ **Women-Founded & Safe:** We prioritize a safe, respectful, and high-quality environment. ✅ **Expertly Curated:** We handpick 6 people based on vibes and interests = not just a random crowd. ✅ **Proven Success:** Proud **Web Summit Alpha Startup \| 92%** 🙌 Showed\-up \| **43%** 🔥 Hangouts matched \| **60%** 💖 Joined again \| **16** 💬 Hangouts **📋 How it works:** 1. **Register (1 min):** Fill out a curation form at [https://zeya.cc/register](https://zeya.cc/register) 2. **Get Matched:** We find the best match for you among Berlin singles. 3. **Join the Hangout:** Once matched, you’ll get a WhatsApp invitation to a cozy Berlin spot. 4. **No Pressure:** Just 🤍 First time €9 \| 💖 Regular €12 to ensure a balanced mix and no\-shows\. If no hangout offer in 31 days? **100% Full Refund.** **🥰** **Why Berliners Love Zeya?** * 🔒 **Privacy First:** No public profiles. No one sees you until you meet in person. * ⏳ **Zero Effort:** Skip the endless "Hey, how's your weekend?" texts. We do the work. * 🍸 **Organic Vibes:** No awkward ice-breakers or loud moderators or busy rotating with funny bell sound 🐶. Just 6 like-minded people having a great time. * 💌 **Smooth Follow-ups:** Like someone? Let us know privately via our post-event form. We connect you if it's a match! **[Join next Berlin hangout – RSVP now!](https://zeya.cc/register)** **Ready for a Thursday evening that doesn't involve a screen?** #BerlinSingles #ZeyaHangouts #SocialMatchingBerlin #BerlinEvents #SafeDatingBerlin #BerlinSinglesHangouts #SinglesEventsBerlin #WomenFounded #DateNight #NeuinBerlin #Leutekennenlernen #Socialize #DatingAlternative #FreundeFinden

Dear data-loving community, we’re excited to invite you to our next Meetup! This time in collaboration with [Spiced Academy](https://www.spiced-academy.com/en), who will be hosting us at their space. Join us on April 23 in Berlin and bring all your questions! :) **Tom Kaltofen: *"Building Deterministic Context Layers for AI Agents"*** [Tom Kaltofen](https://www.linkedin.com/in/tomkaltofen/) is an Engineer at [DHL Data & AI](https://www.linkedin.com/company/dhl-data-ai/) and a Creator at [mloda.ai.](http://mloda.ai.) About his keynote: "Data access and reuse are still unsolved, and AI agents are making it worse. This talk goes deeper into that problem: AI agents depend on reliable context (data, features, intermediate state) to make correct decisions. In practice, this context is tied to specific pipelines or infrastructure, leading to brittle systems when moving from prototype to production. I'll show how a plugin-based approach lets teams build deterministic context layers: separating what you compute from how you compute it, so the same feature definitions work on a laptop and in production. The talk includes a live demo where an AI agent discovers and queries data features programmatically. " **Behnaz Derakhshani: *"What If I Started Today? Rethinking Career Switching in the AI Era"*** [Behnaz Derakhshani](https://www.linkedin.com/in/behnaz-derakhshani-63342775/) works as a Data Engineer at [Diconium](https://diconium.com). She shares her personal career shift from finance to data engineering, including the unfiltered challenges and lessons along the way. About her keynote: "Eight years ago, there was no AI to debug my logic, just documentation and Stack Overflow. Now as a Data Engineer, I’m breaking down the lessons learned from my finance to tech transition and why AI makes this the most exciting (and accessible) time to pivot." ✧ ✧ ✧ **What to expect:** * Two expert talks and Q&A * A welcoming atmosphere with networking opportunities * Some snacks & drinks to fuel your thoughts :) ✧ ✧ ✧ **Timetable:** * 18:30 - Event admission * 18:50 - Welcome & Introduction * 19:00 - Tom Kaltofen: *"Building Deterministic Context Layers for AI Agents"* * 19:30 - 5 minutes break * 19:35 - Behnaz Derakhshani: *"What If I Started Today? Rethinking Career Switching in the AI Era"* * 20:05 - Snacks, Drinks & Networking * 21:30 - End ✧ ✧ ✧ More on the **-> [applydata data engineering meetup page](https://applydata.io/data-engineering-meetup/)**. **Our goal is to form a local data-loving community, so join us and let's talk data together!** ✧ ✧ ✧ *At the event, sound, image and video recordings are created and published for documentation purposes as well as for the presentation of the event in publicly accessible media, on websites and blogs and for presentation on social media. By participating the event, the participant implicitly consents to the aforementioned photo and/or video recordings. Find [more information on data protection here](https://applydata.io/events/information-on-data-protection/).*

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

**💘 Zoom Speed Dating for Cleveland Locals – Matched by Age & Personality** A hosted online speed dating experience for Cleveland locals. We match you with compatible Cleveland locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 👥 **Best for:** - 🎯 Busy professionals who don't want to waste evenings - Anyone curious about speed dating in a relaxed setting 🔄 **What to expect** 1. **Pick your age group** – Register through your link above. 2. **Complete the quiz** – Short personality quiz so we can match you well. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 📍 **Event snapshot** - ⚡ **Format:** Zoom video session – short timed rounds - **Location:** Wherever you're comfortable – no venue, no travel 💡 **Tip:** Prepare a couple of questions — it keeps the conversation moving. --- ✨ Register, take the quiz, and connect with Cleveland locals tonight. 💓 ✨ Quick version: this one gets straight to the point. Built for clarity over length.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

**✨ Meet Toledo Singles Tonight – Hosted Speed Dating on Zoom** A hosted online speed dating experience for Toledo locals. It's simple: complete a short personality quiz, jump on Zoom, and meet Toledo singles in guided one-on-one rounds. Matches shared afterwards. **Find your age group below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Toledo&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Toledo&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Toledo&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Toledo&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=55+&face_v=8.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 🎯 **Perfect for:** - People fed up with swiping who want actual conversation - Anyone curious about speed dating in a relaxed setting - First-timers new to speed dating - Toledo locals after personality-matched dates - Introverts who shine in one-on-one conversations **Event Details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Your space – couch, desk, wherever suits you - **Host:** Experienced host steering the session - **Vibe:** Great energy, real people, authentic conversation - **Matching:** Driven by personality quiz results - **Privacy:** Contact info only shared when both match **How It Works** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Toledo singles. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 4. **Meet your matches** – Cycle through short chats with compatible Toledo singles. 5. **Get matches** – Mutual matches shared after the event. 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. ⭐ *"The personality matching genuinely works. My matches were spot on."* – Toledo local **Frequently Asked Questions** **Do I need experience?** Not at all. The host walks you through everything. **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **What happens after?** Mutual matches are sent out after the event. --- ✨ Speed dating from home — easy, fun, and personality matched. ❤️‍🔥 ✨

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

💓 **Online Speed Dating Built for First Timers – Real Connections, Zero Pressure!** **🔴 MUST READ: RSVP Alone Won't Get You In!** To attend, you must: (1) Click your age group link below, (2) Complete registration, and (3) Finish the personality quiz. Limited spots available – register now before they're gone! **📋 Choose Your Age Range Below to Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=community-of-local-singles-mixer-events&ar=18-32&face_v=7.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=community-of-local-singles-mixer-events&ar=30-46&face_v=7.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=community-of-local-singles-mixer-events&ar=40-58&face_v=7.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=community-of-local-singles-mixer-events&ar=55+&face_v=7.0) --- 🤝 Tired of swiping with no results? Try real conversations instead! Online speed dating removes all the awkward parts of traditional dating. A friendly host guides you through each round, so all you have to do is show up and be yourself. 🎯 **Perfect for:** - Introverts who shine in one-on-one conversations - First-time speed daters seeking a welcoming, easy experience - First-timers who want to date without the pressure of face-to-face meetings - Busy professionals who value their time and comfort **How It Works** 1. **Sign Up** – Click the registration link for your age bracket above. 2. **Finish the Short Personality Assessment** – This helps us optimise your matches for the evening. 3. **Connect on Zoom** – No setup needed. Just click the link and you're in! 4. **Meet Your Matches** – Rotate through fun one-on-one rounds with Cleveland singles who share your vibe. 5. **Discover Your Matches** – We'll notify you of any mutual interest after the event. The rest is up to you! **Event Details** - **Format:** Hosted live on Zoom – guided, fun, and stress-free - **Location:** No venue needed – just a comfy seat and a good internet connection - **Host:** Your personal guide through the evening – friendly, encouraging, and fun - **Vibe:** Light-hearted, easy-going speed dates with open-minded Cleveland singles - **Accessibility:** Join from any device – laptop, tablet, or phone - **Duration:** About 60–90 minutes of structured, fun conversations **Frequently Asked Questions** **How long are the conversations?** Each round is a few minutes – long enough to feel a connection, short enough to keep things exciting! **What happens after the event?** We reveal mutual matches after the event. If you both liked each other, we help you connect! --- ✨ The hardest part is clicking register. After that, we make everything easy. See you there! 💘 ✨

ASH is Atheists, Skeptics and Humanists of First Unitarian Universalists of Columbus Ohio TBD Snacks are usually available, and you are welcome to bringing something to share!