Virtual Technology

The Berlin CTO Roundtable is back, and this time we’re tackling a critical question: In the age of rapid AI evolution and shifting market dynamics, is it better to build talent from within or buy it from the outside? Between the rapid evolution of AI-driven roles and the rising costs of recruitment, the "buy vs. build" talent strategy has never been more consequential. We’ll explore the ROI of internal academies, the cultural impact of shifting skill requirements, and how automation is fundamentally redefining "Senior" and "Junior" roles in 2026. **We’ll be diving deep into:** * **The ROI of Internal Academies:** When does upskilling actually pay off compared to headhunter fees? * **Cultural Impact:** How do you maintain morale while shifting skill requirements? * **The AI Factor:** How is automation changing the very definitions of "Senior" and "Junior" roles? **Agenda:** * **18:30** – Arrival & Drinks * **19:30** – Panel Discussion * **20:30** – Networking: Connect with fellow tech leaders to share experiences and actionable strategies on talent growth. **The Panel consists of:** Alesia Braga - CTO @ Cint Paul Lunow - CTO @ Vention Raphael Eisenberg - CEO @ Recruitment Circle Join us for an evening of real talk and shared experience. Enjoy food and drinks courtesy of our host, **cognee**. **Location:** cognee, Paul-Lincke-Ufer 39-40, Hof 4, 10999 Berlin **Alesia** is serving as Cint’s Chief Product & Technology Officer (CPTO), Alesia has over 20 years of experience working in innovative software companies and has held leadership roles for over 14 years. Before joining Cint, Alesia was the CPTO at SmartRecruiters – a global HR technology company that provides the only enterprise-grade platform connecting people to jobs at scale – where she managed both Technology and Product teams. Prior to that, she worked for Quandoo as its Chief Technology Officer (CTO), a leading marketplace for restaurants and diners. She also brings a wealth of experience working at Google, leading Google Cloud’s global SRE practice and SugarCRM, where she led its engineering and technology services. **Paul’s** career in technology spans over two decades, covering a broad spectrum of roles from founder and full-stack engineer to CTO. He launched his first literature platform while still in school, setting the tone for a path shaped by hands-on engineering and thoughtful leadership. In early 2025, he also published his first novel, reflecting his ability to bridge creativity with technology. **Raphael Eisenberg**, founder of Recruitment Circle, has been working in tech recruiting for over 11 years. With a background in economics and business psychology, he places engineers who stay long term. His current focus: AI-fluent talent that measurably improves existing development teams - and what they will cost in the DACH market in 2026.

Women in Big Data Berlin supports AgentCon Berlin 2026 as a community partner. AgentCon Berlinis a community-driven conference focused on the future of AI agents and autonomous systems, taking place on May 19, 2026 at CODE University in Berlin. As part of the global AgentCon World Tour, the event connects local developer communities with a worldwide network of builders shaping the next generation of intelligent software — from autonomous agents to multi-agent systems. Bringing together 200+ developers, startups, researchers, and tech enthusiasts, AgentCon Berlin offers a platform to explore real-world applications, architectures, and tools powering agent-based systems today. ### Highlights * Keynotes from Microsoft & Neo4j * Expert talks (Qdrant, MemVerge, Reply, and more) * Real-world demos and hands-on agent frameworks * 200+ developers, startups, and tech leaders (Berlin-focused) ### What to Expect * Practical insights into AI agents & multi-agent systems * Technical talks and hands-on workshops * A developer-first, community-driven atmosphere This is a free, in-person event, designed for builders who want to move beyond hype and gain hands-on insights into designing and deploying intelligent systems. Register here: [https://globalai.community/chapters/berlin/events/agentcon-berlin-2026/](https://globalai.community/chapters/berlin/events/agentcon-berlin-2026/) Join us in Berlin and be part of a growing global movement shaping the future of AI.

Join us for a fascinating evening exploring how astrology can reveal repeating themes, emotional cycles, and inherited patterns within families. From shared Moon placements to recurring planetary aspects across generations, family charts often tell stories that echo through time. Together, we’ll look at how astrology may reflect: • Repeating emotional dynamics • Generational strengths and challenges • Parent-child similarities and contrasts • Family karmic themes and inherited lessons • Patterns in relationships, communication, and life paths This meetup is a space for curiosity, reflection, and meaningful conversation — whether you’re deeply into astrology or just beginning to explore it. Bring your birth chart and, if possible, charts from family members to discover the connections written in the stars. 🌙✨ **Guidelines**: – Start: 18:30 sharp (arrive earlier if you like) – Please stay on the topic of astrology – Respect, warmth, and honesty are essential – Kindly RSVP in advance, as we need to confirm with the venue Warm regards, Finja, Maca, Sara & Julian *We collect a 5€ cash contribution on site to support the platform costs.*

Join us at AgentCon Berlin 2026, a pivotal event for all technology enthusiasts eager to delve into the world of autonomous AI agents. Set in the vibrant city of Berlin, this part of the AI Agents World Tour promises a day full of innovative discussions and networking opportunities. Dive with us into the future of AI where developers, students, and tech innovators can exchange ideas on designing intelligent copilots and orchestrating multi-agent systems. Whether you are a seasoned developer or a curious newbie, this event is your chance to contribute to the conversation and drive the future of AI forward. Limited spots available - register now to secure your place! 🎫 https://globalai.community/chapters/berlin/events/agentcon-berlin-2026/ 📍CODE University Berlin📆 Tuesday, 19 May 2026 Agenda --- Speaker Abdel SGHIOUAR - Google (Senior Cloud Engineer @Google Cloud) Senior Cloud Engineer @Google. GCP Certified almost everything. I tweet about GCP, Cloud, DevOps, kubernetes, and Serverless. Abdel Linkedin Profile: https://www.linkedin.com/in/sabdelfettah/; Hosted By Yevgen Batovskyi, Organizer Esra Kadah, Organizer Senior App Developer | Author of "Flutter Design Patterns & Best Practices" | Co-Organizer of Flutteristas, Flutter Berlin, GDG Cloud Berlin, Flutter Community AI Circle | 👩🏼‍💻 Antigua Mobile Hany Elfouly, Co-founder & CEO Mohamed Islem Ayari, Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-berlin-presents-agentcon-berlin-2026-global-ai/.

Greetings All, The Spiritual Discussion Programme (in English) on BLESS RADIO 1 is on today from 7pm to 9pm CET time which is 6pm to 8pm UK time. The topic is "Woman and her vocation" To listen visit [www.blessradio1.com](http://www.blessradio1.com/) Alternatively you can listen on [zeno.fm/radio/blessradio1](http://zeno.fm/radio/blessradio1) We are also live streaming on YouTube. Goto [www.YouTube.com](http://www.youtube.com/) Search for "Blessradio1 Grail Message Woman and her vocation (i.e. TOPIC OF THE SHOW) After the show, you can also listen to the recording of the show on YOU TUBE (as above). Hope you can listen tonight and join in. You are welcome to join in the discussion by: PLEASE call /text / WhatsApp us with your questions or comments on +44 7939 641 958. OR MESSAGE us on Bless Chat box on [www.blessradio1.com](http://www.blessradio1.com/?fbclid=IwZXh0bgNhZW0CMTAAAR2fGBcwr_zqUzBvp1UNYPsReHJqU4HJqhn3rg3XZGIk-3b5QHFKoJQolAs_aem_ONWb__d3tcI4BshpKmv6ag) Regards, Saad Farooqi

We are excited to feature **Christopher Summerfield**, who is currently a Professor at **University of Oxford** and will discuss "**AI and Human Agency**", lasting approximately 45 minutes. After the talk, seize the opportunity to connect with fellow AI enthusiasts to share ideas and questions while enjoying free drinks and pizza. **Door close by 7.15pm, so please come early! Also, "attend"ing (RSVP) here on Meetup is strictly necessary to be guaranteed entry.** Please note that Meetup has recently been quite keen on promoting its Plus program. However, you are not obligated to purchase it, as both our events and the platform remain free. **Who is this event for?** This event is open to everyone interested in state-of-the-art AI research. We especially design it for students, PhD candidates, academic researchers, and industry professionals with a research focus in machine learning. **Abstract**: As AI systems become integrated into every aspect of our lives, a key challenge is to ensure that they are built to empower, rather than to disempower humans. I discuss the nature of human agency, and the ways that it is enhanced or degraded by technology. I summarise recent evidence which has explored how humans are empowered or disempowered when they interact with conversational AI systems. I conclude by talking about potential technical solutions for enhancing human agency using AI. **Bio**: CS is Professor of Cognitive Neuroscience at the University of Oxford, and a Research Director at the [UK AI Security Institute](https://www.aisi.gov.uk/ "https://www.aisi.gov.uk/"). His work focuses on understanding the [cognitive and neural mechanisms](https://humaninformationprocessing.com/publications/ "https://humaninformationprocessing.com/publications/") that underlie human learning and decision-making, and on studying the [impacts of AI on society](https://humaninformationprocessing.com/publications_AI/ "https://humaninformationprocessing.com/publications_AI/"). His research bridges the fields of cognitive science, neuroscience, and artificial intelligence. He is particularly interested in how insights from human cognition can inform the development of more advanced and safer AI systems. We are [BLISS](https://bliss.berlin/) e.V., the **AI** **organization** in Berlin that **connects like-minded individuals** who share great interest and passion for the field of machine learning. This summer 2026, we will, again, host an exciting speaker series on site in Berlin, featuring excellent researchers from cohere, ETH Zürich, University of Oxford, HuggingFace, and Stanford University. Website: [https://bliss.berlin](https://bliss.berlin/) Youtube: [https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin) Disclaimer: By attending this event you agree to be photographed.

About this event This is it: The biggest announcement party from Google is happening once again. Let's watch it together and have some fun while doing so. 18:00 Doors open & Reception 19:00 Google IO Keynote 21:00 Berlin Communities Showcase 22:30 Developer Keynote 23:45 Swag Swap: Bring Good, exchange Good 00:30 What's new in ... {Community voted session} Come by, experience some amazing announcement, some exciting technical community and eat some pizza. Agenda --- Hosted By Yevgen Batovskyi, Organizer Esra Kadah, Organizer Senior App Developer | Author of "Flutter Design Patterns & Best Practices" | Co-Organizer of Flutteristas, Flutter Berlin, GDG Cloud Berlin, Flutter Community AI Circle | 👩🏼‍💻 Antigua Mobile Hany Elfouly, Co-founder & CEO Mohamed Islem Ayari, Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-berlin-presents-google-io-extended-watch-party/.

**We’re back!** After a break, the Berlin Tech Leads meetup is officially revived **\- and this time IRL at Berlin Vinted office\.** **We’ve missed the deep dives, the architectural debates, and the networking. To kick things off, we’re tackling one of the fastest-moving landscapes in the industry right now: the intersection of Engineering and Customer Support.** **About the Event** Customer Support is often the first place where AI moves from "experimental" to "mission-critical." For Tech Leads, this shift isn't just about plugging in a basic chatbot; it’s about re-engineering the entire lifecycle of a ticket and how our systems actually interact with our users. In this meetup, we’re looking under the hood of the support stack. We’ll discuss how the landscape is being reshaped by LLMs, the shift toward autonomous agents, and the real technical hurdles of building multi-modal support systems. **Talks:** * [Pau Agustín](https://www.linkedin.com/in/pau-agust%C3%ADn-granell-6420a5139/) & Team Help Experience (vinted.com): "Scaling Support: How Vinted Manages Tens of Thousands of Tickets Every Day" * [Yam Marcovitz](https://www.linkedin.com/in/ACoAAAbVVAwBOgouy-uT1QB1ixhqrafAv1kNxQk) (parlant.io) "Building consistently aligned agents with Parlant" * [Richard Lohwasser](https://www.linkedin.com/in/ACoAABRCCmYBD9PS9O73AjQ244LC4Gc_NMUcnsY) (enneo.ai): "Applying AI across all channels in real-life customer service at scale: What works, what doesn't, and where we're heading to?" *Just a quick reminder: if you'd like to take the stage and speak at a future Berlin Tech Leads meetup, feel free to drop a message to one of the organisers.*

Join us for a fun, low-pressure way to connect with techies/non-techies in Berlin. On **May 22th from 6:30–9:00 PM** we'll run another session of **404 Brain Not Found – Tech Trivia Night**—a playful, welcoming tech-themed quiz night where curiosity beats expertise every time. You don’t need to be a developer, engineer, or “tech person” to have a great time. The questions span everything from everyday tech and internet culture to random fun facts, so everyone can contribute and shine. Whether you’re in it to win or just to laugh along the way, you’ll fit right in. Come with a team of 3-4 friends, colleagues, or fellow trivia lovers—or arrive solo and **we’ll match you up with others.** It’s a great way to meet new people, share a few laughs, and maybe learn something unexpected. Expect good vibes, light competition, and plenty of “wait, I actually knew that!” moments. No pressure. No gatekeeping. Just a great evening together. We’ll have a small **prize** for the winning team—something to celebrate your trivia glory and well-earned bragging rights! We kindly ask each participant to contribute **€2**. A small buy-in, but it makes the win even sweeter 😉 **More Details** **Location**: Kürbiskern Bar at Kopernikusstraße 23 (Near M13 and M10 trams, Also not far from S/U Warschauer Str). **Time**: Please arrive by 18:30, Quiz starts at 19:00. Can't join if you're late. **Teams**: No team no problem! come alone to join others. If you bring your own team (max 4 members). **Contribution**: Bring €2/player to cover prize. **Quiz play**: 3 Rounds of 10 questions each. 2 minutes per question. Please bring a charged phone to answer the questions.

Hanımlar, Beyler, Berlin'de yaşayan, teknoloji alanında çalışan veya bu alana ilgi duyan profesyonelleri bir araya getirmek üzere 22 Mayıs Cuma günü saat 19:00'da Volkspark Friedrichshain'de buluşuyoruz. Amsterdam, Berlin ve Miami'de düzenli olarak gerçekleştirdiğimiz bu buluşmaların organizasyonuna katkıda bulunmak isterseniz, mutlaka bizimle iletişime geçin. Bu buluşmadaki amacımız, benzer geçmişe sahip insanlarla bir araya gelerek yeni iş birlikleri ve dostluklar oluşturmak. Gelirken yanınızda piknik örtünüzü, atıştırmalıklarınızı, içeceğinizi ve keyifli sohbetinizi getirmeyi unutmayın.

**The Vibe Coding Collective is a global community** helping anyone turn ideas into working software with AI. We host **relaxed social coding jams** and other vibe coding events in bars, cafés, and maker spaces. We started in London and have now launched events in Berlin 🇩🇪, New York 🇺🇸, Edinburgh 🇬🇧, Osaka 🇯🇵, Amsterdam 🇳🇱, and Lisbon 🇵🇹. **Details 🚀** This meetup is a **social coding jam** where we use AI to quickly turn fun ideas into functional prototypes. Whether you’re an experienced developer or have never written a line of code, you’ll fit right in. You can use any AI tools you like: **Google AI Studio, ChatGPT, Claude, Cursor, Replit**, whatever! And see what you can build together before the last orders 🍻 **Format 🛠️** After an opening presentation, we’ll be **teaming up in small groups** (2–3 people). Everyone gets a choice of several open-ended challenges, and then it’s heads-down building with your teammates. The goal is to **vibe, learn from each other, and see where the collaboration takes us.** **New to vibe coding? ✨** No worries! We begin with a simple starter guide with example prompts and tips so even total beginners can dive in without stress. *** **Schedule 🕒** *(Doors open early so we can settle in — aim to arrive by 2:50 PM so we can kick off on time)* * **3:00** – Presentation 🎤 * **3:15** – Assignment + team formation 🤝 * **3:15** – Build together 💻 * **4:40** – Optional demos 📺 * **5:00** – Hang out, network, make friends ✌️ *** **Who is it for?** **Anyone!** Curious coders, tinkerers, designers, artists, entrepreneurs, and anyone who wants to explore AI-powered creativity in a fun, social pub setting. **What to bring:** * **Laptop!** 💻 * **Vibes** ⚡ 👉 **No pressure, no gatekeeping.** Just good people, fun ideas, and some fast-paced collaborative building. **Event Information:** * Facilitator: **Poppy Astrini** [linkedin.com/in/poppyastrini](https://linkedin.com/in/poppyastrini?utm_source=luma) * Language is in **Dutch** and **English** * Coffee and tea will be provided **Location 📍** Het Stationshuis, Marcellus Emantspad 1, 2624 VD Delft, Netherlands

We’re heading to Home24 for a proper building session! You are invited! Come along to meet the community, swap ideas, and get stuck into some hands-on work. Reserve the spot with RSVP. 🗓 Agenda: ▶️ 6:00 pm: Doors open with networking and snacks 🍕🍻☕ ▶️ 7:00 pm: Opening Keynote ℹ️ 7:10 pm: Home24 presentation ▶️ 7:45 pm: Workshop (📌Laptops are required. Please charge them in advance!) Master the fundamentals of ADK and multi-agent systems. Design agents with specialized, clear responsibilities. Test and run agents locally. Deploy a multi-agent application to Google Cloud. Launch your first publicly available multi-agent system. ▶️ 9:00 pm: Networking ▶️ 9:30pm: Doors close 🔖 Requirements & Logistics Level: Beginner friendly, no prior multi-agent experience required. Skills: Basic experience with Python, Google Cloud, Docker, and Bash is a plus. Setup: Bring a charged laptop and avoid using a VPN during workshop tasks. Let’s learn, build, and have a natter. See you there! Agenda --- Hosted By Yevgen Batovskyi, Organizer Esra Kadah, Organizer Senior App Developer | Author of "Flutter Design Patterns & Best Practices" | Co-Organizer of Flutteristas, Flutter Berlin, GDG Cloud Berlin, Flutter Community AI Circle | 👩🏼‍💻 Antigua Mobile Hany Elfouly, Co-founder & CEO Mohamed Islem Ayari, Organizer --- Partners Google (https://blog.google/intl/de-de) home24 (https://home24.career.softgarden.de) --- Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-berlin-presents-build-with-ai-hands-on-workshop-home24-1/.

**\>\>\> Registration takes place on Luma: [https://luma.com/yp90isjd](https://luma.com/yp90isjd)** **Welcome to KREATIV UNTAPPED #1 – Storytelling Untapped w/ Ben Sauer** **A hands-on session. No slides. Just your stories.** We couldn't be more excited to tap into this with you at Thoughtworks Berlin. *Follow us on [LinkedIn](https://www.linkedin.com/company/kreativ-untapped) and [Instagram](https://www.instagram.com/kreativuntapped).* **KREATIV UNTAPPED** is a creative playground born in Berlin — and we're kicking off with the discipline that sits at the heart of every other one: **storytelling.** Because here's what AI can't replace: the human desire to create. Creativity is what makes us uniquely human — it's a muscle, and like any muscle, it needs training. Most of us have stopped. **KREATIV UNTAPPED** is where we change that — through hands-on sessions with working practitioners across visual arts, tactile crafts, narrative & sound, and spatial & performative disciplines. **This evening** is about words, voice, and presence. In a world full of decks, dashboards and screens, we've forgotten how to just… tell a story. This evening is a practice in putting the slides away and using the oldest tools we have — your voice, your hands, your story. **Expect a short provocation from [Ben](https://bensauer.net/), a hands-on session with a sketching element to flex that creative muscle, a round of group sharing, and time to actually meet the people in the room.** **Who's this for?** Anyone with a story to tell — and the willingness to tell it without a slide deck. No job title. No prior experience. Just the willingness to tap in. Creativity untapped. Connection for real. \-\-\- **ABOUT [BEN SAUER](https://bensauer.net/)** Ben Sauer is a speaker, author, and coach who teaches the art of strategic storytelling — and the perfect person to launch this series. He's the author of "Death by Screens: How to Present High-Stakes Digital Design Work and Live to Tell the Tale" — a go-to resource for designers, product people and creatives who want to stop boring their audiences and actually be heard. Ben spent years as a UX designer at Clearleft, then as Director of Product for AI at Babylon Health, leading a team of 100 on products worth $100m+. He has trained teams at NASA, Amazon, and the BBC, and spoken at The Economist, NEXT Conference, UX London, VW + Audi and dozens more — frequently as the audience's top-rated speaker. More about Ben: [https://bensauer.net](https://bensauer.net/) \-\-\- **AGENDA** • 18:30 – 19:00 · Check-in • 19:00 – 19:15 · Intro – what KREATIV UNTAPPED is and why we're here • 19:15 – 20:15 · Hands-on storytelling session with Ben Sauer (incl. sketching element) • 20:15 – 20:45 · Group sharing round • 20:45 – 20:50 · Wrap-up & what's next • 20:50 – 21:30 · Networking \-\-\- **ADDITIONAL NOTES** **Donation-based event** This first edition is donation-based — give what feels right. Your contribution supports building KREATIV UNTAPPED into something lasting. Donations are non-refundable. **Photos & video** We'll be taking photos and potentially videos throughout the evening. By attending, participants agree that visual material may be used for promotional purposes. Anyone who prefers not to be photographed can let us know on arrival. **Where** Thoughtworks Berlin Revaler Str. 31 (Event Space), 10245 Berlin (In walking distance from S Ostkreuz) \-\-\- **FOLLOW US** LinkedIn: [https://www.linkedin.com/company/kreativ-untapped](https://www.linkedin.com/company/kreativ-untapped) Instagram: [https://www.instagram.com/kreativuntapped](https://www.instagram.com/kreativuntapped) **\>\>\> Registration takes place on Luma: [https://luma.com/yp90isjd](https://luma.com/yp90isjd)** See you there! Creativity untapped. Connection for real. \-\-\- ***An event by our friends from KREATIV UNTAPPED***

​IMPORTANT: Register/RSVP through this link: [https://tix.dod.ngo/dwebcamp/BLN-meetup-may26/](https://tix.dod.ngo/dwebcamp/BLN-meetup-may26/?utm_source=luma) ___ NOT HERE ON MEETUP! ___ [DWeb Camp](https://tix.dod.ngo/redirect/?url=https%3A%2F%2Fdwebcamp.org%2F%3A7v2yu9xdEb0c6RTbDYRk3qAPqwC18jClXIfJpo5teDQ&utm_source=luma) is taking place this summer, July 8-12! ​**The [DWeb Berlin Node](https://tix.dod.ngo/redirect/?url=https%3A%2F%2Fgetdweb.net%2F%23nodes%3AGmFV8gam_PW8GVaoM3tnBUsAYT4q967x78cQQLJRsNI&utm_source=luma) is thrilled to join our partner [Foresight Institute](https://tix.dod.ngo/redirect/?url=https%3A%2F%2Fforesight.org%2F%3AKGDRA98_WloIHITFgu1CImdKctQC8aAb4pjQGNQQsYY&utm_source=luma) to celebrate our Berlin community of practitioners, builders, activists and dreamers about decentralized technologies, public & ethical AI, p2p and local-first coordination and more –- as we traverse the path to DWeb Camp!** ​**WHEN**: Thursday, 21 May 18:00 - 22:00 (Berlin) ​**WHERE:** Foresight Institute Berlin Hub @ CIC Berlin [https://osm.org/go/0MbE6uAb8](https://osm.org/go/0MbE6uAb8?utm_source=luma) or geo:52.494111,13.445973?z=19 ​Once you have registered we will send you a confirmation email, and details on how to access our gathering location within the CIC Berlin campus. ​**AGENDA & WHAT TO EXPECT:** • 18:00 - 19:00, Arrival and Mingling • 19:00 - 19:30, Intro and Q + A about DWeb Camp and Foresight Institute • 19:30 - 20:00, Lightning talks from key collaborators who will join us at Camp this July • 20:00 - 20:30, Breakout groups/Fishbowl facilitation for a sneak peek of discourse and topics we will explore at Camp, such as Anti-Authoritarian Stack, Decentralized Hardware/Local Community Networks, Solidarity Tech & Sustainable Instructures (more info here: https://dwebcamp.org/proposals/) • 20:30 - 22:00, Drinks, bites, and meeting your future fellow campers and DWeb + Foresight community members! ​**ABOUT [DWEB CAMP](https://tix.dod.ngo/redirect/?url=https%3A%2F%2Fdwebcamp.org%2F%3A7v2yu9xdEb0c6RTbDYRk3qAPqwC18jClXIfJpo5teDQ&utm_source=luma):** ​*DWeb Camp 2026: Root Systems is a five-day gathering in nature for builders and dreamers dedicated to building a decentralized web (DWeb). A web that is private, resilient, and beyond the control of a few central powers. Like forests, decentralized systems derive strength from what lies beneath the surface: dense networks of roots, sharing resources without hierarchy, and coordination that persists even when individual nodes disappear.* ​*DWeb Camp: Root Systems invites participants to build technologies that–like living ecosystems–adapt, regenerate, and endure.* ​*The event will be held at Alte Hölle, just one hour southwest of Berlin. The venue sits on the grounds of a forest hotel dating back to the 1800s. Once a Stasi recreation site, Alte Hölle is now owned and inhabited by a collectivist community of friends who are turning this space into a sustainable venue for group events of technologists, hackers, artists, and activists. Set on 100,000 square meters of lush meadows and ancient forests, Alte Hölle is both a community and location with values that resonate deeply with DWeb, a place we are excited to nourish and leave richer than when we arrive.* ​\~ *Want to learn more about DWeb Camp? Visit [dwebcamp.org](https://dwebcamp.org/?utm_source=luma).* ​*If you would like to ask us questions directly, come to this DWeb Berlin Node Meetup!* ​**ABOUT [FORESIGHT INSTITUTE](https://tix.dod.ngo/redirect/?url=https%3A%2F%2Fforesight.org%2F%3AKGDRA98_WloIHITFgu1CImdKctQC8aAb4pjQGNQQsYY&utm_source=luma) BERLIN HUB** ​[Foresight Institute](https://tix.dod.ngo/redirect/?url=https%3A%2F%2Fforesight.org%2F%3AKGDRA98_WloIHITFgu1CImdKctQC8aAb4pjQGNQQsYY&utm_source=luma) supports the beneficial development of high-impact technology to make great futures more likely. \~ Learn more about the Berlin Hub and how to get involved here: [https://foresight.org/grants/grants-ai-for-science-safety/](https://foresight.org/grants/grants-ai-for-science-safety/?utm_source=luma)

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**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** TBD **YouTube Link** TBD

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.