Cloud Computing

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/.

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/.

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.

Do you like to play football - but relaxed and not with competitive or aggressive players? Are you a bit lazy, a bit old, a bit unfit or not so talented? Are you tired of insecure bros who only want to show off their skills? **Then [Lousy & Lazy Football](https://www.instagram.com/landlsc/) is the right thing for you!** We are a group of friendly people who just want to have a relaxed kick. All genders, ages (+18) and nationalities welcome. **Feel free to join the waitlist even if it seems long - sometimes we make the event larger and play on two pitches (24 players, four teams) or even three pitches (36 players, six teams), depending on demand.** Note: **We do not allow high-studded football boots during our sessions.** To avoid injuries, we only play with "Multinocken" (multistuds) or shorter. Please have a look here: [link](https://www.11teamsports.com/de-de/fussballschuhe/multinocken/). Rules for lazy & lousy football 1. **Don’t be competitive** 2. **No hard tackling/sliding challenges** 3. **Support new players by giving them the time and space to play the ball** 4. **Don’t dribble past multiple players (trying to take on a player is fine but at no point should you be trying to dribble past multiple players).** 5. **Don’t close down the defenders too quickly. Give the team a chance to play the ball out.** 6. **Rotate the goalkeeper** 7. **Be a teamplayer** Waiting list: This meetup is for members of the Lousy & Lazy Sport Club. If you want to try out our lousy & lazy sport events, you can do a trial run (Probetraining).

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

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)

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)

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/.

In May, [Bruno Caballero](https://github.com/bruno-ah-um) will show us how to target hardware accelerators from Java with MLIR based on [his fork of the OpenJDK Project Babylon](https://github.com/bruno-ah-um/openjdk-babylon-mlir-tosa). Bruno leads the Java Virtual Machines Engineering team at [MicroDoc](http://www.microdoc.com), which develops JVMs and maintains ports across various processors and operating systems. In this talk, we’ll explore a toy project that translates Java code into MLIR for the TOSA dialect, which is used for AI and accelerator workloads. We’ll briefly introduce current approaches (e.g., TornadoVM and Babylon/HAT), before looking at how this project reuses existing compiler infrastructure instead of building new backends. Finally, we’ll touch on whether DSLs should be embedded in general-purpose languages like Java or designed as standalone languages. Small snacks and drinks will be available. There is always space for outside topics and discussions. If you have specific questions, please bring them. Looking forward to meeting everyone again!

**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.*

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 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.

​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)

Hi everyone, Our next CorrelAid Berlin in-person meetup is coming up! 📰📊 🗓️ When: Thursday, May 21, 2026 🕠 Time: 18:30 \~ 20:00 📍 Where: Café Milagro, Bergmannkiez, Kreuzberg The meetup is informal and open to **data folks, journalists, NGO practitioners, and anyone curious about #DataForGood**. No talks, no slides, no prior experience required – just bring your questions, examples, and opinions. Whether you’re already involved in projects or just curious about CorrelAid Berlin and data science, you’re very welcome to join – grab a drink, meet others, and exchange ideas. Looking forward to seeing you there! CorrelAid Berlin team 💙

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

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

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.

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.

**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

On Thursday, May 21, 2026, we will meet at the 700N Conference Room at 700 N Hurstbourne Pkwy. Doors will open at 6:00 p.m., and the presentations will begin sharply at 6:30 p.m. Along with an excellent presentation, TEKsystems will provide food. Please RSVP so we know how much food to order. Afterward, we will go to Brick House Tavern for drinks and food to continue the conversation. The session will also be broadcast at https://twitch.tv/TaleLearnCode. ### **GitOps: Easy Deploy and Even Easier Rollback** GitOps isn't just for containers. The methodology of deploying from a build is now baked into our culture. Take it a touch farther with infrastructure as code and a few extra techniques, and you can reliably deploy to any platform: cloud, on-prem, container, PaaS, and more. Join us as we learn the methodology of GitOps, the critical pieces you need in place, and the elegance of rollbacks with GitOps. You'll leave with a working repo of deployment techniques that doesn't consume any paid tools or container-specific techniques.

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)