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***The Heart Shaped Society*** is throwing a rock & metalcore karaoke night for those who are true karaoke geeks 🫶 Join us for a karaoke night where post-hardcore, emo, and metalcore collide with pop queen anthems. Whether you’re here for Taylor Swift or Senses Fail, Lorde or Linkin Park, the mic is yours <3 **IMPORTANT :) This time we're doing karaoke at Roderich, so please make sure you have the correct address. The bar only takes cash. This time we have 2 microphones for proper duets and a huge screen + beamer!** **You will find us in the BASEMENT this time :)** 💜At karaoke, we'll be running a queue in the order of each attendant and you can request songs that are on YouTube. 💜You're welcome to bring your own food or snacks. 💜**Please do not bring your own drinks!** Show the bar some love and support their drinks menu! :> Come as you are, sing what you feel :) See you soon, my heart shaped friends 🫶

**Hi everyone!** We’ll now be meeting twice a week at Denizen House (Köpenicker Str. 40, 10179 Berlin), on **Mondays and Wednesdays**! * **Mondays:** levels A1 to B2 * **Wednesdays:** levels B1 to C1 We work with dedicated materials tailored to each level, so everyone will have a place to practice and improve. **Event schedule** * **18:00 – 18:30** Arrival and registration * **18:30 – 19:50** Sprachcafé * **19:50 – 20:00** End and clean up Please be aware that the moderated event starts at **18:30**. Before this time, we are busy setting up the space. Registrations usually take place around **18:15 / 18:20**. Participants are kindly asked **not to arrive too far in advance** at the house. If someone arrives much earlier, Denizen may ask them to pay either for a drink (consumption) or for a **day pass**, as the space is a co-working environment during the day. **Please remember, our event is only happening from 18:00 to 20:00** **How the Sprachcafé works** We use different materials to help participants gain confidence in German. Together with whiteboards and our volunteers, the Sprachcafé is based on **interactive conversations** in small groups. **Participation fee** The Sprachcafé has a **participation fee of 5 €**, which helps cover organizational costs and **includes one soft drink for free**. Tickets can be purchased directly on the day of the event, card and cash payments are accepted. As the Sprachcafé has become very popular, we now need to **limit the number of participants**. Please understand this measure; it ensures that everyone has a comfortable space to practice. We kindly ask you to be **rücksichtsvoll** and only RSVP “Yes” if you are certain you can attend. If your plans change at the last minute, please update your RSVP so someone on the waiting list can take your spot. Getting your ticket early can help secure your place. **Please note** Our event will begin **promptly** at the scheduled start time. If you arrive late, we cannot guarantee your participation, even if you have a ticket or have RSVP’d. We encourage all guests to arrive on time to ensure a smooth and enjoyable experience for everyone. Thank you for your understanding and cooperation. **About Denizen** Denizen is a new-style co-working space focused on being an integral part of local communities. Located on the ground floor of the historic Eiswerk on Köpenicker Straße in Kreuzberg, Denizen House is a communal place providing work, refreshment, and recreational facilities throughout the day. Think of it as a living room for the neighborhood. If you have any questions, don’t hesitate to let me know. If you’d like to contribute to this night, send me a message! Ich freue mich schon! Grüße, **Nacho**

``` Viele KI-Agenten wirken in der Demo stark, brechen im Alltag aber an Komplexität, Unsicherheit und fehlender Systematik. In diesem Vortrag schauen wir uns an, wie Evaluation-Driven Development hilft, Agenten vom PoC in belastbare Produktion zu bringen. Anhand konkreter Beispiele sprechen wir über wiederholbare Tests, sinnvolle Metriken, Observability, Error Handling und die Frage, woran man eigentlich erkennt, ob ein Agent wirklich gut funktioniert. Ideal für alle, die GenAI nicht nur ausprobieren, sondern verlässlich einsetzen wollen. ```

**They say May is the month of rebirth.** So, may we all gather again and recalibrate our collective oscillators. On **May 18**, we’re moving past the factory settings and diving into the human signal chain. **Connect Beyond the Preset** is an evening dedicated to the tools that make us move and for all the creators, builders, tinkerers, and the curious who know that the most powerful "plugin" in any studio is a fresh perspective. Move away from the isolated glow of your laptop screen and come into a space where conversation flows as freely as the voltage in a modular rack. **It is happening on:** **Monday, May 18 at 6:00 p.m. CET** **FORUM Factory, Besselstraße 13-14, 10969 Berlin** This time, we’re opening the floor to the people building the future of expression. Innovation isn't just about faster processors; it’s about deeper connections. We gather to bridge the gap between the code and the chord, between the builder and the player. This is a networking event in its truest sense. No stiff business cards or corporate bios. Just like-minded people from all areas of life, united by the passion for music and tech, sharing drinks, swapping ideas, and finding their next creative partner-in-crime. Whether you work in the music business, you're a founder, a musician, a developer, or simply someone who loves where music and technology meet, this evening is made for you. **FREE ENTRY. FREE DRINKS!** **Do not sleep on this!** **[RSVP HERE](https://music-tech.de/connect-beyond-the-preset-berlin-music-tech-meetup-24)** \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **PRESENTATIONS** Expect an evening with local innovators on stage presenting the tools they’ve built to make music education more accessible, push the boundaries of music production, and create new ways of visual expression through music. The presentations are more like open-source conversations. Meet the local community members who are building bespoke tools and hear the stories behind them. No corporate sales pitches. Just raw, creative problem-solving and inspiration. **Presenter I** **Andreas Jacobi** (*CEO und Co-Founder,* [Audiotool](https://www.audiotool.com/) *)* Making music together is magic. For too long, software got in the way. Audiotool is the only DAW built for collaboration from the ground up — free, browser-based, real-time multiplayer. Now we’re opening the infrastructure — so the next generation of music tools can be built multiplayer, and the ones you already love can become it too. **Presenter II** **Aibek Mazhitov** (Founder [Vibely](https://apps.apple.com/uy/app/music-visualizer-vibely/id1528056717)) Aibek is an iOS developer by day and musician by night. He'll be presenting Vibely - a music visualizer app that lets artists and creators turn their audio into stunning visual content in minutes. Inspired by channels like Monstercat and Trap Nation, Vibely is used by creators with millions of followers on TikTok." **Presenter III** **Mohammad Tomaraei** (Founder of something new and special) Almost 40% of new songs on streaming platforms are AI-generated. Human creativity is at risk. That's why I’m building an interactive platform for learning music, singing, and dance through your favorite songs. You focus only on learning what matters to you. It analyzes each song, shows you how it’s built, teaches you how to perform it on instruments like guitar, piano, and drums, and gives real-time feedback as you practice. AI is optional as a personal coach that explains things in a way that makes sense to you. **Presenter IV** **David Pocknee** presents a prototype of [Chordite](https://davidpocknee.ricercata.org/funis/index.html) \- a composition\-first music environment\, inspired by video games\. It is software for musical exploration and experimentation\, designed to live alongside and communicate with your DAW\. It provides space to craft music in new ways\, using 3D graphics\, game controllers\, and musicologically\-informed interfaces\. **LET OTHERS PLAY WITH YOUR TOOL - LIKE FRANK** We will set up tables on which you can place your laptop, speakers, synth, or other hardware, etc. to let the meetup attendees play with it. Like Frank Hahn. He will present [Kreuzberg Audio](https://kreuzberg-audio.com) , a Berlin-based plugin forge building tools for modern electronic music production. At the meetup he'll show three of them: KREATUR (premiere), an AI-powered music production tool that puts generative AI to work as a creative instrument without taking control out of the producer's hands; KA-303, the freshly updated acid synthesizer with a dynamic 32-step pattern grid, polyrhythmic page system, MIDI import and five groove engines; and Reecer Synthesizer, the flagship in free public beta with a triple oscillator engine, 29 filters from Moog Ladder to Polivoks, a quad distortion chain, and a composing section with 150 patterns. You can do this to. Just send us a message here.🙌 ——————————————————————————————————- **WALL OF OPPORTUNITIES** A big piece of paper, pinned to a wall with space for everyone to leave a note. Whether you are looking for a project partner or want to offer your skills and services. **AN EVENT FOR EVERYONE** Whether you are interested in learning more about music, tools for artists, new technologies, music communities, entrepreneurship, or just hanging out with the local Berlin music tech community, this event is for you. **DRINKS** are free **ENTRY** **is free**, but RSVP is **mandatory** **Please 👉 [REGISTER HERE](https://music-tech.de/connect-beyond-the-preset-berlin-music-tech-meetup-24)** *We are grateful that the [Berlin Senate Department for Economics, Energy and Public Enterprises](https://www.berlin.de/sen/wirtschaft/en/) provided us with some funding for this event.*

**Would you like to practice your German and do some theatre at the same time?** Join us for our **Spielend Deutsch lernen** workshop starting this September! Our workshops are conducted in German and are designed for non-native speakers. No prior theatre experience is necessary, but a basic knowledge of German (A2 level) is required to participate. We encourage regular attendance to build a cohesive team and work towards a group performance at the end of the six-month workshop. ### Workshop Details: * **Start Date:** 15th septembre 2025 ( * **End Date:** 29th June 2026 * **Schedule:** Every Monday from 7 pm to 9 pm (except on bank holidays and Easter holidays) * **Location:** Theater Spiel Raum, Bethanien Kreuzberg ### Cost: The workshop is run by our German-speaking theater teacher **Irina Usova**. She also directly handles the logistics and communication with the participants. Our courses are paid per period: September–December, January–March, and April–June. **Full price** : for 1 years 697 € **Reduced price :** Applies to students, low-income individuals, and job seekers – proof required: 574 € **Inscription during the year** : Price recalculated according to the number of remaining sessions **Please note that the number of participants is limited to 15, so be sure to sign up early!** We look forward to welcoming you to our workshop. If you have any questions, please don’t hesitate to contact us at : **info@coursetjardins.com** Please register on this formular if you are interested : https://widgets.yolawo.de/w/0/bookables/6888d9fff8185e5091aabd22 Don't forget to look at our Website : coursetjardins.org in the section theater workshop. Looking forward meeting you all :)

Andere drücken die Schulbank, wir aber wollen in gemütlicher (und realer) Atmosphäre wieder aufeinandertreffen und einen Deutsch-Spanisch-Tandemkurs aufleben lassen. Beim einfachen Zusammenkommen und kennenlernen lässt es sich schließlich viel effektiver lernen. und Spaß haben. ...

Liebe Rhetorikfreunde, Habt ihr Lust, die Kunst des Redens zu erlernen? Du kannst als Gast einfach reinschnuppern oder als Clubmitglied das volle Programme nutzen. Mithilfe eines ausgezeichneten praxisorientierten Programms kannst du einen von 11 verschiedenen Lernpfaden auswählen und in 5 aufeinander aufbauenden Stufen lernen: * frei und ohne Blackout zu reden * unterhaltsam und überzeugend zu präsentieren * souverän zu moderieren * Deine Körpersprache wirkungsvoll einzusetzen * spontan zu einem vorher unbekannten Thema zu pitchen Haben wir dich neugierig gemacht? Ganz gleich, ob du einfach mal „reinschnuppern“ oder dein Können gleich mit einer kurzen Stegreifrede unter Beweis stellen möchtest – wir freuen uns auf dich. Willkommen sind * Redebegeisterte * Redescheue * Kreative, denen die Werkzeuge zur Kommunikation fehlen * Angestellte/Selbstständige, die besser vor Publikum oder vorm Chef reden wollen Du kannst bei uns alle aktuellen Herausforderungen trainieren: * Präsenztreffen vor Publikum * Onlinetreffen * Präsentieren * Pitchen Wir freuen uns auf rege Teilnahme und Anmeldung. *** Der Eintritt ist kostenfrei. Wir beginnen pünktlich um 19:00 Uhr. Einlass ab 18:45 Uhr.

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)

No agenda. No awkward intros. Just good people. Just Gutsy is a weekly meetup for solo travelers, nomads and locals who love meeting them, a simple way to find your people in a new city. Who comes: Solo travelers in transit · digital nomads · curious locals who love meeting travelers What to expect: casual and self-led · small group energy · show up, talk to someone, see where it goes Not sure how to talk to strangers? I put together a set of questions that actually make it easy — find them here: [justgutsy.com/icebreakers](http://justgutsy.com/icebreakers) The only things you need to do: → Comment below so others know you're coming → If plans change, update your RSVP → When you arrive: comment "Here, [what you're wearing]" so people find you When & where: • Every Sunday · 4PM local time Meetup.com sometimes shows a different timezone — ignore it, it's always 4PM where you are • Location: in front of the Indischer Brunnen Join Just Gutsy → [justgutsy.com](http://justgutsy.com/) · Early members get lifetime premium access to the app

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

📚 **Berlin Arabic Book Club – Weekly Meetup** Join us for our weekly book discussion. Whether you're reading a novel in Arabic, a memoir in English, or a philosophical essay in German, you're welcome to bring it and share a few thoughts. Each session is relaxed, with no required reading — just bring a book you’re currently into or one you’ve read and want to talk about. ### 🔸 What to Expect: * We gather, grab coffee or tea ☕, and introduce ourselves. * Each member briefly talks about their book (any language is fine: Arabic, English, or German). * We open the floor for conversation, questions, or thoughts sparked by the books. * Cultural exchange is encouraged! ### 🔸 What to Bring: * A book you're reading or one you'd love to talk about. * An open mind and curiosity. **اللقاء الأسبوعي لنادي الكتاب العربي في برلين** انضموا إلينا في لقاءنا الأسبوعي في مقهى **دندنة** الدافئ! سواء كنت تقرأ رواية بالعربية، أو مذكرات بالإنجليزية، أو مقالة فلسفية بالألمانية — فأنت مرحب بك لتشارك ببعض الأفكار عنها. اللقاء غير رسمي، ولا توجد قراءة إلزامية — فقط احضر كتابًا تقرأه حاليًا أو كتابًا أحببته وتود الحديث عنه. ### 🔸 ماذا تتوقّع؟ * نبدأ بالتعارف وطلب القهوة أو الشاي ☕. * يشارك كل عضو نبذة عن كتابه (أي لغة مرحّب بها: العربية، الإنجليزية، أو الألمانية). * نفتح المجال للنقاش والأسئلة وتبادل الأفكار المستوحاة من الكتب.

**Chat & Updates:** Telegram: [https://t.me/+VfHrJXPGVWLflGhz](https://t.me/+VfHrJXPGVWLflGhz) Discord: [https://discord.gg/SVb44D9](https://discord.gg/SVb44D9) **\*Deutscher Text unten\*** **Come & go as it fits your schedule** We are meeting in-person and online every week. We offer an office environment for self-study, work and presentation/discussion (lightning talks). **Schedule:** * 10am open doors * 10am online video conference open [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * optional, afternoon, around 1pm: 1h presentation session (if requested / offered) * 6pm or extended open-end **Open co-working / co-learning** work on the FreeCodeCamp curriculum or your own project. Vibe inside but vape outside. **Mutual exchange** and support is welcome. English and German, as needed. We have fast internet, chocolate bars, drinks and a nice atmosphere. :-) **Personal Consultation / Career advice** Bodo runs this meetup for many years. As a Senior Dev/DevOp he is open to giving guidance for your questions about career development. Book a free appointment (up to 60min) with him here: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Code presentations on the projector** Everybody can participate. Show your code and present your project/problem. Get feedback or help and let others learn from you! You don't have to prepare a fancy presentation, show us what you're working on. Also in English or German, as you feel more comfortable. **Komm und gehe jederzeit. Zeitplan:** * 10:00 Uhr Öffnung vor Ort * 10:00 Uhr online room [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * Nachmittag, ca 13 Uhr: optional 1 Std. Präsentation / Gruppen-Diskussion (nach Angebot/Bedarf) * 18:00 bzw. länger, open-end **Präsentationsrunde** nach Bedarf und Angebot am Nachmittag. Dort man kurz zeigen, woran man gerade arbeitet, eventuell Hilfe bekommen oder interessante Tool vorstellen. Du musst keine große Präsentation vorbereiten. Ebenfalls auf Englisch oder Deutsch, wie Du Dich wohl fühlst. **Gegenseitiger Austausch** und Unterstützung sind willkommen. Es wird Englisch und Deutsch gesprochen. **Persönliche Beratung / Karriereempfehlung** Bodo veranstaltet dieses Meetup seit vielen Jahren. Als Senior Dev/DevOp gibt er Dir auch persönliche Ratschläge für Karriere im 1:1 Gespräch. Reserviere Deinen kostenfreien Online-Videocall (bis zu 60min) hier: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Tech & Buzz:** Claude Code, nodeJS, npm, nvm, TypeScript, JavaScript, Bootstrap, Tailwind, Bulma, React, Angular, NextJS, Vue, Nuxt, Docker, Container, Virtualization, Django, Codex, LLM, vibe coding, static site generation, OAuth2, Simple SAML, UX, UI, CMS, markdown, Hugo, Netlify, freeCodeCamp, Udemy, Community, Frontend Masters, Backend, SQL, noSQL, MySQL, Python, Linux, Development, git, Version Control, HTML, CSS, Open Source, Responsive Web design, Relational Database, API, Data Science, Machine Learning, Infosec, Cybersecurity, Big Data, AI, Artificial Intelligence, ChatGPT, Stable Diffusion, Data Structures, Data Mining, Ethical Hacking, OSI, Network Security, Julia, Deno, Test driven development, CI, continuous delivery, Deployment Pipe, Bash, devOps, Gitlab, GitHub, Jira, Cloud Computing, Azure, AWS, Apache Server, SSH, Algorithm optimization, SEO, C/C++, Mobile Apps, Apple iPhone, mac OS, Firefox, Chrome, Android, Programming Languages, Cryptography, Patching, Blockchain, DApp, Solidity, Analytics, geek, nerd, Neural Network, MongoDB, ExpressJS, Flutter, Go Lang, AJAX, OOP, UML Diagram, Computer Science, Engineering, Modell, View, Controller, Requirements, risks analysis, PKI, SSL, PGP Certs

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!

Salut les amis, Nous vous invitons pour notre prochaine discussion **le mercredi à 19h00**, **au Dussmann KulturCafé**, au 2e étage de Dussmann das KulturKaufhaus Berlin, Friedrichstraße 90, 10117 Berlin. Nous espérons voir de nombreux nouveaux visages et avoir une discussion animée et inspirante ! ✨ **Au programme ?** Des échanges captivants sur des sujets de **philosophie** et de **société** qui nous intriguent et nous passionnent. Une belle occasion de partager nos idées, découvrir d’autres points de vue et apprendre ensemble dans une ambiance conviviale. **Niveau de français** : Idéalement, il vous permet de participer à une discussion intellectuelle sans trop de difficultés ! **Lieu** : Friedrichstraße 90, 10117 Berlin À bientôt! 😊

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

**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

Join Bold Spirit Travel for an all-women’s journey through the [heart of Provence. ](https://www.boldspirittravel.com/journeys-1/south-of-france-provence-2026) From charming villages and bustling markets, to lavender fields and coastal cliffs, this adventure blends history, art, food, and stunning landscapes. Your base is a boutique hotel in Aix-en-Provence, the perfect hub for exploring southern France. *\*We can only take 10 women on this trip.* **Highlights** * **Aix-en-Provence** – stroll cobbled streets, browse colorful markets, and enjoy lively cafés. * **Marseilles** – tour its historic basilica and meet traditional soap makers. * **Arles & Wine Tasting** – explore Roman ruins and sip wines at Mas Valériole estate. * **Lavender Fields** – capture the beauty of Abbaye Notre-Dame de Sénanque. * **Cassis & the Calanques** – enjoy seaside scenery and an optional boat ride. * **St. Rémy** – wander the vibrant market and visit Van Gogh’s former monastery. * **Les Baux-de-Provence** – experience the dazzling immersive light show. * **Cabrières-d’Avignon** – discover lavender’s artistry at the Lavender Museum. **What's Included:** * 6 nights in a boutique hotel (shared occupancy; private upgrades available). * Expert Bold Spirit tour leader plus bilingual local guides. * Meals as listed in the itinerary. * Private ground transportation. * Pre-trip support: Zoom call, WhatsApp group, and packing guidance. **Why Travel With Us?** This Provence adventure is designed for women who love travel, culture, and connection. You’ll share meals, explore iconic sites, and enjoy the slower pleasures of the French countryside—with expert guidance and community every step of the way. **Pricing:** * **Trip Cost:** USD 5,885 * **Deposit:** USD 700 non-refundable (secures hotels and guides) Get in touch with us to set up a call and learn [more](https://www.boldspirittravel.com/journeys-1/south-of-france-provence-2026). Contact:[ https://www.boldspirittravel.com/contact](https://www.boldspirittravel.com/contact)

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.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.