Payment Systems

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.

**We are starting into a new round of having some human magic happen :)** **What to expect at an Authentic Games Berlin event?** Authentic Relating is embodied communication practice. We search for authenticity – staying true to your needs, feelings and boundaries – while relating to other human beings with their needs, feelings and boundaries. **Theme of the evening: World beneath Words** So much of our daily life happens in words: explaining, planning, performing, thinking ahead. In this session, we are going to explore what becomes possible when we drop beneath all of that. When we let silence speak. When connection is felt before it is named. Through a series of Authentic Relating games, we will tune into the subtle layers of experience that usually stay unnoticed: the micro‑shifts in attention, the quiet impulses, the way connection changes when we move, pause, breathe, or simply stay. We will shift our attention from talking to sensing, from explaining to experiencing. What becomes visible when we stop rushing toward meaning? What do we feel when we let the room speak? If you are curious about the layer of connection that lives underneath language, come explore with us and meet us in the world beneath words. And as usual: Come Curious - Leave Connected. Join us on Tuesday, **19th May** 2026 at **Café Maggie**, [Frankfurter Allee 205, 10365 Berlin](http://maps.google.com/maps?q=Frankfurter%20Allee%20205%2C%2010365%20Berlin), **7–9 pm** (please come to land up to 15 minutes earlier, as we start at the full hour, doors close at 7 pm) **Price** The event is donation based. Cash or PayPal only, no registration needed. Suggested donation: 8-20 €. No one will be turned away due to the lack of funds. **What to bring?** Nothing but you. You have everything you need to take part in this experience of human connection. **Everyone is welcome to join. Even if you are on the waitlist here on Meet-Up, please come and join us - we will have a spot for you.** **No previous experience with Authentic Relating Practices needed.** **Spread the word. Bring a friend - all are welcome. We look forward to seeing you there.** **Accessibility and diversity note** We aim to make our Authentic Games events accessible and diverse. We would like to explicitly welcome everybody, regardless of age, social background, identity, body shape, (dis)abilities etc. We put effort into dismantling biases and systems of oppressions we participate in as well as meeting various access needs. Feel free to contact us at [[authenticgamesberlin@gmail.com](http://authenticgamesberlin@gmail.com)]([mailto:authenticgamesberlin@gmail.com](http://mailto:authenticgamesberlin@gmail.com)) if you have any concerns or questions in this regard. Authentic Games events are based on talking and listening to other people in pairs, trios or bigger groups. Depending on the number of participants, this may generate a considerable level of noise in the space. The event is held in English with possible translation to German or Polish. While playing the game you can talk in a language you choose with your partner(s). Sometimes the games may also involve movement (for example walking). Consensual touch with other participants is allowed but never necessary. The upcoming event is happening in Café Maggie at Frankfurter Allee 205 – next to U-Bahn Magdalenenstraße. The space is on the ground floor, but there is one small doorstep at the entrance. There is a barrier free toilet inside. Despite the name, you cannot buy drinks in Café Maggie, but we provide water and tea for participants.

Hi friends, **To attend the meetup please ➡️➡️➡️ [REGISTER HERE](https://guild.host/events/react-berlin-meetup-tmi8du) ⬅️⬅️⬅️ via Guild.** **On May 19**, join us for an evening with the community — we’ll dive into scaling frontend architectures, the reality of “write once, run everywhere,” and lessons from building cross-platform applications in production. **🗣 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/), [JSNation](https://guild.host/events/JSNation) and [React Day Berlin](https://reactday.berlin/) organizers – [GitNation](https://portal.gitnation.org/). **🤝 Sponsored by** Huge thanks to our friends from [Enpal](https://www.enpal.de/)! At EnpalTech we’re driving Enpal’s mission to revolutionize sustainable energy. Our team builds innovative applications that enhance every stage of the customer journey, from sales to energy management. With Enpal’s Energy Platform and Virtual Power Plant, we integrate decentralized energy sources to create a smarter, more efficient grid, accelerating the transition to renewable energy. We deliver impactful solutions — from operational software in Enablement Platform to appointment management in CraftOS — and stay agile to ensure renewable energy is accessible to all. [Enpal Teams: Software Engineering](https://www.jobs.enpal.com/teams/software-engineering) **🕑 Event Schedule** 18:30 - Doors open - snacks, beer, socialization 19:00 - Intro and announcements **19:10 - From One App to Many: Scaling Frontend with Domain‑Driven Architecture - [Natalia Dmitrieva](https://www.linkedin.com/in/natalia-dmitrieva-652307124/)** **19.35 - The Fourth Platform: How Vega Got Us Surprisingly Close to "Write Once, Run Everywhere" - [Bogdan Plieshka](http://linkedin.com/in/gotbahn/?skipRedirect=true)** 20:00 - Break with drinks **20:15 -** **React Native in 2026: Not Your Daddy’s React Native - [Conor Lamb](https://www.linkedin.com/in/conorobrienlamb/)** **20:40 - Networking, Open Mic Lightning Talks** Mingle until 21:30pm 🗣️ **Talks** **➡️ From One App to Many: Scaling Frontend with Domain‑Driven Architecture - [Natalia Dmitrieva](https://www.linkedin.com/in/natalia-dmitrieva-652307124/)** *How we transformed a React monolith into multiple apps inside one codebase.* *You always start small: one product, one team, one stakeholder. But once you succeed and need to scale, your original frontend architecture might not be ready for what comes next. As our Sales Process Orchestration Platform expanded to support multiple products and sales channels, our original monolithic application became a bottleneck.* *In this talk, I'll share how we transitioned to a domain‑driven, multi‑app architecture while deliberately keeping a single React codebase. You'll see how we applied Domain‑Driven Design concepts on the frontend, structured clear boundaries between sales channels, and used Nx to orchestrate builds, enforce architecture rules, and keep teams moving independently without losing shared foundations.* **➡️ React Native in 2026: Not Your Daddy’s React Native - [Conor Lamb](https://www.linkedin.com/in/conorobrienlamb/)** *React Native has changed a bunch, and if you haven't looked at it lately you're in for some fun. We'll walk through building a real app with (my beloved 😍) Expo. Talk about project setup to app store submission with detours into AI-assisted development and ofc, talk about the casual masochism that is mobile dev.* **➡️ The Fourth Platform: How Vega Got Us Surprisingly Close to "Write Once, Run Everywhere" - [Bogdan Plieshka](http://linkedin.com/in/gotbahn/?skipRedirect=true)** *"Write once, run everywhere" is a promising goal in software development, but one that often breaks down under real-world problems. At Zattoo, building streaming applications across Android, Apple, and Web meant years of separate native stacks that were not aligned, and therefore did not scale. This talk explains how moving to a multiplatform architecture, enabled by Vega as a fourth (React Native first platform), brought us very close to achieving that goal.* — **👍 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)

Register: [https://globalai.community/chapters/berlin/events/agentcon-berlin/](https://globalai.community/chapters/berlin/events/agentcon-berlin/) Join us for AgentCon Berlin 2026, a dedicated space for developers, builders, startups, students, tech-enthusiasts researchers, and innovators to dive to explore the future of autonomous AI agents. This event is part of the AI Agents World Tour, connecting communities from San Francisco to Singapore. Whether you're designing intelligent copilots, orchestrating multi-agent systems, or advancing agent frameworks, AgentCon Berlin offers a platform to share insights, inspire others, and shape what’s next. More information soon! Supported by Neo4j

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. Complete your event RSVP here: [https://gdg.community.dev/events/details/google-gdg-berlin-android-presents-google-io-extended-watch-party-2026-05-19/cohost-gdg-berlin-android/](https://gdg.community.dev/events/details/google-gdg-berlin-android-presents-google-io-extended-watch-party-2026-05-19/cohost-gdg-berlin-android/)

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.

We are back in the c-base! Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine! Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs. There are drinks usually available from the c-base bar. If you can't find us. just ask around or ask in irc (#krebs on hackint)

English, see below. *** Willkommen beim Bitcoin Meet-up im Café Holzmarktperle (Holzmarktstraße 25). Die Berliner Community kann einfach nicht genug davon bekommen über Bitcoin zu reden. :) Deshalb bieten wir dieses Meet-up als weitere Option neben dem etablierten “Berliner Bitcoin-Stammtisch @ Friedel Richter” an. Jeder ist willkommen - Bitcoin-Anfänger, Enthusiasten, etc. Wir freuen uns auf den gemeinsamen Austausch mit anderen Plebs in lockerer Runde und gemütlicher Atmosphäre und beantworten auch gerne eure Fragen. Natürlich könnt ihr im Café mit Bitcoin ₿ / Lightning ⚡bezahlen. Dies ist der richtige Ort für Menschen, die glauben, dass Bitcoin die Welt verändern kann und Teil der nächsten großen Revolution in der Finanzwelt sein wird. *** Welcome to the Bitcoin meet-up at Café Holzmarktperle (Holzmarktstraße 25, Berlin). Since we can’t get enough of talking Bitcoin we are offering this meet-up as a another option in addition to the established Berliner Bitcoin-Stammtisch @ Friedel Richter. Everyone is welcome - Bitcoin beginners, enthusiasts, … you name it. We are always happy to meet with other plebs, teach, talk and help! Payment in Bitcoin ₿ / Lightning ⚡accepted! This is the place to be for people who believe that Bitcoin will rock the world and will be part of the next big revolution in the financial world.

Hast du Angst, vor Publikum zu sprechen? Verlangt dein Beruf Präsentationen, Pitches oder Vorträge? Wirst du nervös, sobald alle Augen auf dich gerichtet sind? Verlierst du manchmal den roten Faden oder merkst, wie deine Zuhörer gedanklich auf Wanderschaft gehen? Dann bist du bei uns genau richtig. Bei Toastmasters trainierst du deine Redekunst in einem sicheren, wertschätzenden Umfeld. Schritt für Schritt. Rede für Rede. Mit klarem Feedback und echter Unterstützung. Hier wächst nicht nur deine Technik, sondern auch deine Präsenz. ## So läuft ein typischer Abend ab 🎤 Der Abend wird von **Alexandra, unserer Präsidentin**, eröffnet. Sie führt durch das Programm und sorgt dafür, dass sich Gäste wie Mitglieder gleichermaßen willkommen fühlen. ### 🗣 Vorbereitete Reden (meist 4 Reden à 5–7 Minuten) In der Regel erwarten dich vier vorbereitete Reden. Persönlich, inspirierend, humorvoll oder nachdenklich. Jede Rede dauert zwischen 5 und 7 Minuten und ist Teil eines individuellen Lernwegs. ### ☕ Pause Zeit zum Austausch, Durchatmen und Kennenlernen. ### ⚡ Stegreifreden (1–2 Minuten) Hier wird es spontan. Ein Impuls, eine Frage, ein Gedanke. Auch **mutige Gäste** dürfen sich ausprobieren und ganz ungezwungen Bühnenluft schnuppern. ### 📝 Feedbackteil Nun kommt der vielleicht wichtigste Teil des Abends. * **Bewertungsreden** zu den vorbereiteten Reden (je 2–3 Minuten) * Feedback weiterer Rollen wie Zeitnehmer oder Sprachstilbewerter * Ein **Gesamtbewerter**, der den Abend als Ganzes reflektiert Das Feedback ist konstruktiv, konkret und immer wertschätzend. Es zeigt Stärken auf und gibt klare Impulse zur Weiterentwicklung. ### 👋 Verabschiedung Zum Abschluss rundet Alexandra den Abend ab und gibt einen Ausblick auf kommende Treffen. ### 🍽 Danach: Restaurant & Socializing Wer mag, kommt mit ins Restaurant. Dort wird weitergeredet, gelacht, diskutiert und vernetzt. Wenn du lernen willst, klarer zu sprechen, souveräner aufzutreten und deine Botschaften wirkungsvoll zu platzieren, dann komm einfach zum nächsten Clubtreffen. Die Bühne wartet nicht auf Perfektion. Sie belohnt Mut. ✨

Silent Book Club is a group of book lovers who enjoy reading together in public. All books and all readers are welcome. (Kindly RSVP 'yes' only if you can make it, so we can save a seat for you and our fellow readers on the waitlist!) This page-turning party will unfold in the Café (1st floor) at the Bode Museum. There's no entrance fee, but please order at least one item from the cafe and don't bring any outside drinks :) No quizzes, no pressure, no assigned books - just a group of book-loving souls basking in the beauty of silent reading. **Our thrilling agenda:** 10:30 am - 11:00 am - Arrivals, ordering drinks/food (social time) 11:00 am - 12:00 pm - The Great Quiet Reading Hour (where silence is the star) 12:00 pm - 12:30 pm - Optional socializing, share your reading adventures or just keep exploring the pages Stay for lunch, and who knows? You might just find your next favorite book over a pizza. NB: If you plan to go for lunch, please consider bringing cash, as some restaurants only accept card payments after a certain amount.

Wie jedes Jahr versammelt sich die Bitcoin-Community in Berlin, um den legendären „Bitcoin Pizza Day“ zu feiern. Die Transaktion von Laszlo Hanyecz gilt als eine der ersten bekannten Zahlungen mit Bitcoin für reale Güter: 10.000 Bitcoin im Austausch gegen zwei große Pizzen. Zur Feier dieses historischen Moments treffen wir uns dieses Jahr im Restaurant Viale dei Tigli. Auch dort werden Bitcoin-Zahlungen akzeptiert und natürlich gibt es Pizza. **Bitte beachtet: Jede Person bezahlt ihr Essen und ihre Getränke selbst vor Ort.** Das Ganze ist als lockeres Get-together ohne feste Agenda gedacht – einfach zusammenkommen, austauschen und gemeinsam Pizza essen. Wir freuen uns über viele Teilnehmer. Da die Plätze begrenzt sind, bitten wir um möglichst verbindliche Zusagen. Vielen Dank.

**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.*

**\>\>\> 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***

Berlin ICT Traders: Road to Consistency Meetup This meetup is for serious traders in Berlin who already have trading experience but are still working toward long-term consistency and profitability. This is not a beginner meetup, a signal-selling group, or a place for unrealistic expectations. Most of us are still on the journey — testing, learning, improving, making mistakes, and trying to become consistently profitable through discipline and experience. The goal of this meetup is simple: • Meet like-minded traders in Berlin • Share real trading experiences and lessons learned • Discuss trading psychology and discipline • Exchange ideas, market perspectives, and setups • Talk about backtesting, journaling, and improving execution • Learn from mistakes and grow together This is a space for honest conversations — no ego, no fake guru culture, and no pretending to have everything figured out. If you’re serious about trading, committed to growth, and believe that consistency comes through learning and discipline, you’re welcome to join us. Let’s build a strong local community and reach consistency together.

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

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

**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

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

Westerville Pride Festival Sat\. June 6\, 2026 \| 5 PM \- 8 PM If you're thinking of attending, or being a sponsor, vendor, or volunteer, visit our website at https://www.westervillequeercollective.org/pride for more information! Location and other info will be announced soon :)

**✅ Bachata Mondays with Todd Smith!** **👉 Beginner Bachata Class** **$15 In Advance / $20 At the Door** . 7:00 pm – 7:15 pm … Registration 7:15 pm – 8:15 pm … Beginner Class . **👉 Intermediate Bachata Class** **= $15 In Advance / $20 At the Door** . 8:15 pm – 8:30 pm Registration 8:30 pm – 9:30 pm Intermediate Class . **👉 If You Take Both Bachata Classes** **= $25 In Advance / $35 At the Door** . **👉 Buy Advance Tickets Now at:** . https://columbussalsadancing.com/bachata-mondays-dance-class-tickets/