Spring Framework

**Join us for outdoor grass volleyball in Hasenheide park!** This event is not suitable for complete beginners. We play with two nets. The "chill court" is for mixed-level play with 3v3 up to 5v5. The "competitive court" is for higher-level 2v2 play with beach rules. Be sure to wear suitable sports clothing and perhaps bring a drink. There are no facilities such as changing rooms and showers in the park. A nearby public toilet is also available, but it might be closed, dirty, or not have toilet paper. **Location**: We play in the narrow clearing, located between the two paths in the center of Hasenheide park, on the southern side. Updates will be posted in the WhatsApp group, which you can join via [https://tinyurl.com/ParkVolley](https://tinyurl.com/ParkVolley) **RSVP**: Put yourself on the waitlist, even if other people are already on there. The waitlist is not chronological, so even if there are 30 people on there, you still have a chance! If you get a spot, you will be moved to the attending list and notified by Meetup. This is a free event with limited space. **If you can't make it, promptly update your RSVP to NO** so others can take your place. If you do not show up or cancel last minute, you will be marked as a no-show, reducing your chances of getting off the waitlist in the future. **Payment:** This event is free, but you are invited to make a 2 EUR donation towards equipment. **Attending**: Do not join if you have an infectious disease. You need to be on the attendee list to attend; **being on the waitlist is not sufficient**. Do not bring friends that are not on the attendee list. **Showing up without having a valid RSVP will get you banned**. **Safety**: Mind the terrain. The grass might be uneven and contain items such as bottle caps. It is not suitable for diving or playing like on a beach. Be careful not to twist your ankle. Keep an eye on your belongings since we are in a public park. We do *not* have a full first aid kit available. Please inform the organizer of any medical conditions that might require attention during the event. Some things you *might* want to bring: \* Drink \* Snacks \* Insect spray \* Sunscreen \* Toilet paper, if you wish to use the public toilet Join our WhatsApp community via [https://tinyurl.com/ParkVolley](https://tinyurl.com/ParkVolley) Follow us on Insta at [https://www.instagram.com/berlinvolleyball](https://www.instagram.com/berlinvolleyball) Pictures might be taken and shared publicly, such as on Meetup or Instagram. You can opt out by letting the organizer know you do not wish to be photographed. By RSVP'ing to this event, you acknowledge and agree to the following: Participation in this volleyball event is at your own risk. The organizer is not responsible for any injury, loss, or damage sustained during the event, whether caused by negligence or otherwise. You are aware of the inherent risks involved in park volleyball and voluntarily assume these risks. You agree to hold the organizer harmless from any claims, liabilities, or expenses arising from your participation, including any medical costs. Share anonymous feedback with the organizer via https://www.admonymous.co/entropy

**Overview** This two day workshop is open to filmmakers, writers, and creative souls alike - Join us as we discover the amazing word of Fiction! **Workshop Description** *"Whatever You Say I Am, That’s What I’m Not"* [https://workshops.filmarche.de/event/260502_charactersanddialog](https://workshops.filmarche.de/event/260502_charactersanddialog "https://workshops.filmarche.de/event/260502_charactersanddialog") This two-day workshop will explore two essential elements of great fiction: character and dialogue. Together, we’ll first consider (and challenge) some ideas of more traditional storytelling; this is so we can then look at other, more unexpected ways to craft a vivid and undeniable narrative. We’ll discuss a range of techniques for creating characters who’re worthy of audience investment—characters who continually grow more known yet also more mysterious: * What exactly makes a character “interesting” to audiences? * What distinguishes a character arc that’s confusing from one that’s compelling? * What’re common pitfalls or out-of-date formulas for creating characters? * How can you elevate character development from basic level existence to magnetic presence? We’ll also focus on dialogue—one of the most evocative as well as most difficult-to-wield tools in a writer’s toolbox. So we want to demystify why it challenges so many writers. In class we’ll read examples of contemporary fiction writers—like George Saunders, Joy Williams, and Richard Price—who’ve cracked the dialogue code in uniquely spellbinding ways. And we’ll apply some of their techniques to our own creative work. Besides serving as a method for character development, dialogue can also act as a powerful force by which to create conflict, escalate tension, and galvanize a plot’s pacing. Together, we’ll break down some of dialogue’s seemingly more elusive principles, including: * What distinct challenges does dialogue present to writers? * What qualities do we tend to find in or use to describe the better kinds of dialogue? * How do we organically and clearly distinguish different characters’ voices from each other? * What’re some techniques to avoid writing dialogue that sounds one-dimensional or perfunctory? By the end of this workshop, you’ll come away with a greater grasp of how to craft exciting characters, write engaging dialogue, and overcome several unique challenges in storytelling. **Workshop Location and Dates** This event takes place over the course of two days (Saturday May 2nd from 10:00 - 18:00, Sunday May 3rd from 10:00 - 18:00) at the filmArche campus in Berlin Neukölln. **About the Instructor** Alexander Lumans is a fiction writer based in Berlin. He’s been awarded fellowships to The Arctic Circle Residency in 2015 and 2025, a 2018 U.S. National Endowment for the Arts Grant in Fiction, and the Philip Roth Residency at Bucknell University. His writing has appeared in The Paris Review, Electric Literature’s Recommended Reading, Guernica, PolarLit, Off Assignment, American Short Fiction, and others. And he’s won fiction contest prizes from The Sycamore Review, The Yalobusha Review, and Gulf Coast. He received his MFA from Southern Illinois University Carbondale. He currently teaches for the Berlin Writers’ Workshop. And he’s currently at work on a novel set in the contemporary High Arctic of Svalbard, Norway. ### **\*To Register for the Event/Purchase a Ticket** PLEASE READ! Tickets cost between 80 - 120 euros. In order to register and pay for the event, you must visit this website and register there: [https://workshops.filmarche.de/event/260502_charactersanddialog](https://workshops.filmarche.de/event/260502_charactersanddialog "https://workshops.filmarche.de/event/260502_charactersanddialog") Please click the link above to register and send your proof of payment to the email provided. We look forward to seeing you there!

**Join us for spikeball at a sunny spot in the Hasenheide park!** Everyone from beginners to intermediate players is welcome. If you are a try-hard pro, this event is not for you. Spikeball is played with four people. The rules are like two vs two volleyball, except instead of hitting a ball *over* a net, you’ll be hitting the ball *onto* the net. The ball will bounce off the net, and the other team will have a chance to return it. You do not need to bring any equipment. Sports clothing, shoes that allow for quick movement on grass, and a drink are recommended. DM J to get an invite link to our WhatsApp group. **Location**: We meet at our usual playing location, close to Café Hasenschänke, inside Hasenheide park. See the map pin. We'll be next to the two volleyball nets from this volley meetup [https://www.meetup.com/berlin-volley/events/](https://www.meetup.com/berlin-volley/events/). You cannot join the volley group by signing up for spikeball. **Payment:** This event is free, but we invite you to make a donation of 1 EUR towards the equipment. **Attending**: Do not join if you have an infectious disease. **Safety**: Mind the terrain. The grass might be uneven and contain dangerous items like glass and bottle caps. Be careful not to twist your ankle. Please keep a close eye on your belongings, as we are in a public park. We do *not* have a full first aid kit available. Please inform the organizer of any medical conditions that might require attention during the event. Pictures might be taken and shared publicly, such as on Meetup or Instagram. You can opt out by letting the organizer know you do not wish to be photographed. By RSVP'ing to this event, you acknowledge and agree to the following: Participation in this spikeball event is at your own risk. The organizer is not responsible for any injury, loss, or damage sustained during the event, whether caused by negligence or otherwise. You are aware of the inherent risks involved in spikeball at the park and voluntarily assume these risks. You agree to hold the organizer harmless from any claims, liabilities, or expenses arising from your participation, including any medical costs. Share anonymous feedback with the organizer via https://www.admonymous.co/entropy

**A place to meet sound, without maps** Facilitated by **Vesti Gium (they/them)** Everyone enters as they are. No score. No threshold of skill. We follow the room, moment by moment— listening, nudging, letting the music find itself. A breath, a shoelace, a laugh, a footstep— each carries weight. Silence is welcomed; noise is celebrated. There are no wrong directions here. We practise a listening that reaches outward and inward: to ourselves, to one another, to the space we shape together. That is where the music begins. * 🌀 Bring a voice, an object, an instrument, a movement—or nothing at all. * ✨ **Priority given to FLINTA folks and people with migration background.** * 🎧 No experience needed. Curiosity is enough. * 📍 Berlin – \[theodorstraße 5,12099] * 🗓 Every Saturday 12:00 * 📬 DM or email **[vestigium.impro@gmail.com](mailto:vestigium.impro@gmail.com)** to join Come make sound—come be heard.

A 2‑hour painting session focused on colorizing 3D‑printed models. **About this course** This workshop is designed to introduce participants to the world of painting 3D‑printed objects such as busts, masks, figurines, and miniatures. Whether you want to learn techniques for smooth gradients, realistic textures, weathering, metallic finishes, or character detailing, this course will guide you through every step. You can join at any time. Each session is self‑contained and suitable for all skill levels. All essential painting materials are provided, and you are welcome to bring your own brushes or paints if you prefer. The workshop is hosted by visual artist Miltos Despoudis. **How much does it cost?** See options below: Member Pass (8 × Lessons, 2 hours each): 100 € Includes: * up to 4 small 3D models of small size to print * special low‑cost 3D printing prices * storage space for your ongoing prints or projects * prepaid lesson tickets are valid for 3 months Single Drop‑In Pass 1 × Lesson (2 hours): 15 € **How do I subscribe?** Reserve a spot here and simply show up at the event. Payment is done on‑site. Please confirm your attendance so we can prepare the appropriate materials and printing resources. **What do I need?** All painting supplies are provided. Optionally you may bring your own 3d print models or art tools. There will be ready-to-paint small 3d prints at the session. These are given for free. For custom ones you need to book for the Member's Pass. **More Info** Sessions happen weekly. Learn more about additional creative workshops here: [creativesessions.art/workshops](https://creativesessions.art/workshops/) **Refund Policy** Refunds are considered on a case‑by‑case basis. If you booked a Single Drop‑In Pass, refunds are possible up to one day before the event. For the Member Pass, once one session has been used, refunds are not possible.

Das Sufi-Zentrum Rabbaniyya setzt Die Schatzkammer der Liebe fort. Inspiriert von Hazrat Farid ad-Din Attars „Mantıq-at Tayr", Vogelgespräche, bietet die Veranstaltungsreihe faszinierende Einblicke in die Erzähltradition des mystischen Orients und die sufische Reise zur Selbsterkenntnis. Jeden Monat werden die Besucherlnnen durch meditative Gesänge und die Tänze der Derwische aus dem Sufi-Zentrum Rabbaniyya in die mystischen Dimensionen des traditionellen Sufismus entrückt. Die Veranstaltung ist kostenfrei, der Eintritt ins Museum erfolgt über die gegebenen Bedingungen unter https://www.humboldtforum.org/de/programm/termin/lesung/rumis-schatzkammer-der-liebe-72781/

**Wooden tray making with Japanese traditional pattern** In this workshop, we will make a wooden tray with Japanese traditional pattern Asanoha麻の葉 and Kikko亀甲. They are one of the 1000 Monyo patterns from Japan. The color of choise is all yours! 15:00 Welcoming, receiving the material 15:15 Start 1\. Theory of Monyo 10 mins 2\. Sanding 30 mins 3\. Staining 20 mins 4\. Picking color pieces 15 mins 16:30 Break 15 mins 16:45 6\. Placing pieces and glueing 30 mins 7\. Assembly of Tray frame 30 mins 17:45 Cleanning 18:00 End of the Workshop **Instructor:** Maya Utsunomiya **Participation fee:** 45 Euro **Registration** is required. **Material specifiation:** Birch plywood, stained with natural oil **Language** English **Product size:** 300mm(W) x 300mm(D) x 25mm(H) **About Maya Utsunomiya Dipl.-Ing.** Maya is a licensed Japanese architect based in Berlin and founder of wanowa. She has practiced at Architecture offices in different cities such as Commune design in Los Angeles, Shigeru Ban architects in Paris and VUILD Architects in Tokyo. She currently runs a design praxis in Berlin. Her main focus has been wood construction using digital fabrication. As a life work she dedicates in community building through japanese ‘Monozukuri’, aiming to connect people beyond language barriers.

**Looking for a fun, social outdoor sport in Berlin this summer?** Join us to get to know Strandvölkerball - a German twist on dodgeball played on sand! **🏐 What is Strandvölkerball** Strandvölkerball is a **German version of dodgeball played on sand**, combining quick reflexes, teamwork, and a lot of laughs. No experience needed! Most people who join are beginners or haven't played since school. Our ball is very soft! **📍Central Berlin Location** We play **weekly games right next to the East Side Gallery** **in Friedrichshain**, one of the most iconic spots in Berlin. It's the perfect setting for enjoying summer evenings, moving in the sand, and meeting new people. You also have a great view of the beautiful Oberbaumbrücke. **🌞 Weekly Social Games - All Levels Welcome** * **Mixed games every week during the summer** * Focused on **fun, movement, and community** * **Beginner-friendly** – easy to learn, no pressure * Come solo or bring friends! * **Check back on the day of the event** \- sometimes we have to cancel due to **heat, storm, or lack of participants** During the season, some of our training sessions may be reserved for tournament preparation. **🏆 Friendly Tournaments & Special Events** We also host occasional **tournaments**, which are still focused on **fun and inclusive competition**. To join a tournament, you should visit at least some of our social games to learn the rules. Please read the tournament descriptions carefully. 🔥 **Season Highlight: The StrandVÖLKERball-WM** Our biggest event is the **StrandVÖLKERball-WM**, a multi-day festival with: * Teams from all over Germany * Great music, good vibes, and lots of high-quality Strandvölkerball games * Open participation, attend a few trainings, and you'll likely find a team * Want to start your own team? Awesome! Register at: [strandvoelkerball.de/wm-landing/](https://strandvoelkerball.de/wm-landing/) **If you have any questions, please don't hesitate to contact us or check our [Website](https://strandvoelkerball.de/).** We can help you with everything, from joining your first social game to finding a team for one of the tournaments. \-\-\- **Auf der Suche nach einem unterhaltsamen, geselligen Outdoor-Sport in Berlin diesen Sommer?** Komm zu uns und lerne Strandvölkerball kennen – eine deutsche Variante von Völkerball, die im Sand gespielt wird! **🏐 Was ist Strandvölkerball** Strandvölkerball ist eine deutsche **Variante von Völkerball, die im Sand gespielt wird** und schnelle Reflexe, Teamwork und jede Menge Spaß vereint. Keine Vorkenntnisse erforderlich! Die meisten Teilnehmer sind Anfänger oder haben seit ihrer Schulzeit nicht mehr gespielt. Unser Ball ist sehr weich! **📍Mitten in Berlin** Wir spielen wöchentlich **direkt neben der East Side Gallery in Friedrichshain**, einem der bekanntesten Orte Berlins. Es ist der perfekte Ort, um Sommerabende zu genießen, sich im Sand zu bewegen und neue Leute kennenzulernen. Außerdem hat man einen tollen Blick auf die schöne Oberbaumbrücke. **🌞 Wöchentliche Community Games - Alle Spielstärken willkommen** * **Jede Woche im Sommer gemischte Spiele** * **Spaß, Bewegung und Gemeinschaft** stehen im Vordergrund * **Anfängerfreundlich –** leicht zu lernen, kein Druck * Komm alleine oder bring Freunde mit! * **Schau am Tag der Veranstaltung noch einmal vorbei** – manchmal müssen wir aufgrund von **Hitze, Sturm oder zu wenigen Teilnehmern** absagen. Während der Saison können einige unserer Trainingseinheiten für die Turniervorbereitung reserviert sein. **🏆 Freundschaftsturniere & Sonderveranstaltungen** Wir veranstalten auch gelegentlich **Turniere**, bei denen der **Spaß und der integrative Wettkampf** im Vordergrund stehen. Um an einem Turnier teilzunehmen, sollten Sie mindestens einige unserer Community Games besuchen, um die Regeln zu lernen. Bitte lesen Sie die Turnierbeschreibungen sorgfältig durch. 🔥 **Saison-Highlight: Die StrandVÖLKERball-WM** Unser größtes Event ist die **StrandVÖLKERball-WM**, ein mehrtägiges Turnier mit: * Teams aus ganz Deutschland * Toller Musik, guter Stimmung und vielen hochkarätigen Strandvölkerball-Spielen * Offene Teilnahme – Nimm an ein paar Trainingseinheiten teil und du wirst mit Sicherheit ein Team finden! * Möchten Du dein eigenes Team gründen? Super! Registrier dich unter: [strandvoelkerball.de/wm-landing/](https://strandvoelkerball.de/wm-landing/) **Wenn Du Fragen hast, zöger bitte nicht, uns zu kontaktieren oder unsere [Website](https://strandvoelkerball.de/) zu besuchen.** Wir helfen dir gerne weiter, vom ersten Community Game bis hin zur Suche nach einem Team für eines der Turniere.

AKRO YOGA OPEN JAM Partner-Akrobatik im Offenen Wohnzimmer - Offene Jam Du möchtest deine neu gelernten Flows und Figuren aus der Partnerakrobatik mit anderen Menschen ausprobieren? Dann bist du hier genau richtig. Wir wollen gemeinsam einen Raum schaffen, in dem wir gemeinsam an unseren Flows arbeiten und kreativ experimentieren können. Nach einem gemeinsamen Warm Up wird frei ausprobiert, um am Ende bei einem gemeinsamen Cool Down wieder zusammen zu kommen. Du kannst gerne alleine kommen, es wird genug potentielle Partner\*innen vor Ort geben. Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort. \*\*\*\* Anmeldung erforderlich : melde dich bitte an unter [akro@filua.de](mailto:akro@filua.de)

Chitta Walks is for people whose days move fast, while the mind never fully lands. Thoughts keep looping even when nothing is urgent. The body moves, but attention is elsewhere. Over time, this disconnect drains clarity and ease. This walk is a simple reset. We meet in Berlin’s Tiergarten and walk at a gentle pace. Parts of the walk are in silence, with light guidance and a few short prompts. The walk itself is the practice, bringing body and mind back into the same moment. No apps. No performance. Just a clear space to slow down and notice what is happening. If you want to slow down without withdrawing from life, join a Chitta Walk. ✨ **What to expect (approx. 90 minutes):** * A short arrival and orientation * A guided silent walk (phones off, no conversation) * One concise science-based impulse on attention or stress * Optional reflection in pairs or small groups * A simple takeaway or experiment for daily life 🚶**Who this is for:** * Professionals, creatives, and people in transition. * People who feel mentally busy and want more clarity and balance. * Those curious about mindfulness, but grounded and practical. * Anyone comfortable with silence and gentle self observation. 🔔 **Practical notes:** * Duration: 60-90 minutes * Wear comfortable shoes and weather-appropriate clothing * No prior experience needed * Group size is limited to keep the space quiet and focused 🧭 **Facilitator:** My name is Partha Sarathi, you can call me PS. I have lived in Berlin for over 12 years. With a background in physics and materials science, my interest in mindfulness grew through personal experience with stress and health challenges. I facilitate the space and structure of the walk, inviting shared exploration rather than instruction. 🤔 **Why Chitta Walks?** Chitta is a Sanskrit word referring to the mind or field of awareness, used here in a practical, non-religious sense. Chitta Walks is about noticing how the mind works by slowing down and walking together. Mindful walking makes thought patterns visible in real time, while moving and sensing in the world. The name points to a simple capacity: noticing what is happening in the mind without immediately trying to fix, judge, or optimize it. 🌿 **Possible effects:** A calmer nervous system. Clearer attention. A felt sense of being more present in your body. Subtle insights into how your mind reacts under everyday conditions. A quieter, more grounded way of moving through the city. **Come as you are. Walk. Notice. Leave with a little more space inside.**

أسعد الله صباحكم أعزائي. يصادف يوم الجمعة القادم يوم العمال العالمي. تُقيم مدينة برلين احتفالاتها بذلك اليوم التاريخي على أصوله الفوضوية واللاسلطوية. يوم العمال هنا هو يوم للفوضى، للشغب واختلال نظام المواصلات. يوم يحتفل به العامل والعاطل عن العمل على حد سواء، ويوم نستذكر به أجدادنا العمال - أين كانوا وأين صرنا وأين ما زلنا. إن نجوتم من ذلك اليوم، ولم تحرّموا بعده التجمعات بجميع أشكالها، انضموا إلينا يوم الأحد التالي للكتابة. نعدكم بالأمن والأمان، بالهدوء والنظام، وتمارين كتابة ممتعة ترضي ميولكم السياسية اليسارية احتفالاً بيوم العمل والعمال. !!!! ننتظركم على الوقت قبل أن نبدأ بنشاطاتنا، لذلك رجاءً تحديث الحضور (RSVP) قبل اللقاء بيوم !!!! أهلاً بكم محبي وممارسي هواية الكتابة باللغة العربية! ندعوكم للانضمام إلينا في لقائنا القادم: سنبدأ بجولة تعارف سريعة، ثم نقوم بأحد تمارين الكتابة الإبداعية الممتعة، وفي النهاية سنفتح المجال لمن يريد مشاركتنا نصاً كتبه أو فكرة لمشروعه، لنناقشها ونتبادل الآراء بموضوعية. بغض النظر عن مستواك الحالي، حتى وإن لم تكتب من قبل - لا تتردد في الانضمام إلينا! الهدف من هذه اللقاءات هو خلق مساحة للكتابة ومشاركة التجربة مع الآخرين، لتنمي هواية وعادة الكتابة. كل ما تحتاجه هو الرغبة وبعض الوقت. (وورقة وقلم أو لابتوب) لا تترددوا في التواصل معي إن كان لديكم أي أسئلة أو اقتراحات نور

**Meet Point:** [Luftschloss Tempelhofer Feld](https://www.bing.com/alink/link?url=https%3a%2f%2fluftschloss-tempelhoferfeld.de%2f&source=serp-local&h=GJQ9V%2fiqL4FpyRsnbIo1%2b55xvEBSBtGWD%2b9ON71floY%3d&p=lw_magsmlt&ig=06366049907145DF8D45D47C15A7C207&ypid=YN636B5DA575E63775) **Start Time:** 11am **Distance:** 75 km **Pace:** About 20 km per hour (moderate pace) Beautiful forecast for this Sunday. Time for a - well overdue - start to the 26 cycling season. Kick off with a standard loop down to the beautiful lakes of Potsdam, Werder. Stopping at my favourite beer gardens for a late lunch and swim for those who want to. If the mood is right we might even catch a band at the Weder Bluten Fest as we loop back to Potsdam station. We will meet on Templehof, head out down the Teltopw canal towards Potsdam, then down to the lunch stop near Caputh. Plenty of opportunities to drop and get the train home for those who need to be home early or don't want to cycle so far. **The Cycling** We are a not a racing bike group, but the pace is reasonable. Expect between 18 and 22 km per hour depending on who comes on the day. Bring a good bike (doesn’t have to be special just in good order. All sports bikes can take part from tour bike, racers to mountain bikes. Heavy 3 speed city bikes would not be appropriate however). **What to Bring** Bring swim stuff, suncream, spare inner tube for your tyre size, cash, waterproofs SNACKS **The Route** See you there Simon

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

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

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.