Distributed Source Code Management

## GET READY FOR YOUR SECOND YEAR The founding dragons invite you to study these preview cards to prepare. Look for cards from Lorehold, Quandrix, and the other three colleges to help you with your studies. You may even find rarities from the Mystical Archive as you unravel the Secrets of Strixhaven! Return to the plane of Arcavios for our first look at the newest Standard set. Whether you're a math-magician from Quandrix or a silver-tongued Silverquill, this is your chance to sling brand-new spells and crack open the latest **Mystical Archive** rarities. ## **Draft Event with 3 Magic: Secrets of Strixhaven Play Boosters in English** For every 2 Players there is 1 Play Booster added to the price pool, and for every Player there is a Price Pack added to the price pool. Depending on number of participants there are also foil price packs and promo cards. Entry fee: 25.- Doors: 18:00 Start: 19:00 Please be here 10 - 15 mins prior, so we have enough time to register you. For the registration, you'll need the Magic Companion App, and an Account on the App (You can use your Arena Account to set it up) **Follow us on:** Facekbook: [www.facebook.com/kabooom.comicshop](https://www.google.com/url?q=http://www.facebook.com/kabooom.comicshop&sa=D&source=calendar&usd=2&usg=AOvVaw3i-NuLJrngd8LKVzkf-X5x) *Instagram:* [https://www.instagram.com/kabooom_comics/](https://www.google.com/url?q=https://www.instagram.com/kabooom_comics/&sa=D&source=calendar&usd=2&usg=AOvVaw1vS_2BJgQb5IVJhI3ulEmv) Join our Discord community: [https://discord.com/invite/XeEKXnk](https://www.google.com/url?q=https://discord.com/invite/XeEKXnk&sa=D&source=calendar&usd=2&usg=AOvVaw3BXj2MMMOgyGxsTFCr6RfC)

. **❤️ WELCOME HOME** **❤️** Event takes place, rain or shine (we got ultra rain-protected areas for everyone ❤️) * **See** **[VIDEO & PHOTOS](https://photos.app.goo.gl/o476bvQ6ZC8CGhG57)** of previous events * **Join** our **Whatsapp** with zero-spam promise [https://chat.whatsapp.com/G01nWpon13VB0gebrqFmfx?mode=gi_t](https://chat.whatsapp.com/G01nWpon13VB0gebrqFmfx?mode=gi_t) (if link does not work please open via laptop's browser on https://web.whatsapp.com/ ) * **Join** our **[INSTAGRAM](https://www.instagram.com/wearetheconnectionspace/)** * **Testimonials** (scroll to "photos" section to read testimonials) *"The best event I know on Meetup to connect to new friends."* *"First participation, an evening to remember!"* *"So far in 7 years this is the first time I see a really good organised event!"* *"Mega schön"* *"I was positively surprised. They organized everything so well; I met some interesting, friendly people. I highly recommend it"* *"Great! Everything excellent, super organized... lots of people. Great atmosphere"* *"Had a blast!"* *"I am really grateful for the warm atmosphere, inspiring moments"* . **why? Offline fun meaningful connections** with new **friends** for free! That's what we truly desire and makes us happy and healthy! . **how? No "forced" process, only optional fun activities**! In today's event we will have: * New-comer area (never was easier to spark a conversation, with ice-breakers, optional for first time attendees) * fun social games * mindful games * or simply join the great vibe and talk to anyone anytime! 😃 * 20:00 Speed-friending - guaranteed process to meet new people while having fun, with moderator * 20:30 Slow-Friending more time to connect & deeper connection **where?** join **WHATSAPP (see link above)** where we will post the exact location of our tables on the same day of the event (look for "pinned" message). Or just come and find Christos wearing [this hat](https://photos.google.com/share/AF1QipMse15UzdSJkJB9Tygbr0j3D9VEX1XBua4p0c33ysAJpE3vywTxIJ7hY0n4YtNc7w?key=UEhJR042X0tsQXBoZzB0QmgzSGhCU3R0QUdCQjJn) on the rooftop or call him on 0768175380 . . **coming late?** we got many people until closing at 00:00 so come whenever! . **coming solo?** 95%+ do too - perfect place to come solo! . . . . . . . ***MORE INFO? Read on...*** . **ABOUT US:** **Why?** **fun** **offline meaningful connections**! Have **fun** meeting **new friends** & **existing friends** thus building your **community.** Its scientifically proven that **offline** **human connections** make us **happy** and **healthy** (more on this below) **Where?** at the **rooftop** of Zürich's most famous and beautiful **garden** \- Frau Gerolds garden\! **How?** **Disconnect** your phone & Connect with people in a **free** and **super-fun** event! These recurring events create a "fixed" community without any specific reasons for connection (like interests, genders, age or countries). **Everyone is welcome**! The event is that **simple**😀 * 🌴NEW: beautiful **rooftop** in most beautiful **garden** in central Zürich that comes with its own bar * **🥇** **New comer area** for first-time-atendees with ice-breaker questions (optional area, in case you want to talk to first-time attendees) * 👭 **meet like-minded** **friends** by **voting** your favorite discussion topics - the top 5 will be turned into topic-based tables! * 🃏 **Fun social games** (read game names below) * **🎲 Mindful Connection Games** from [The School of Life](https://www.theschooloflife.com/shop/?_product_type=games-card-sets) with games and questions that go deeper in connection (game names below). Grab a game and start playing. * 👬 or simply **hang-out** and **meet new & old friends** **without** a process . **IMPORTANT:** * **Why so many options above for connection?** We always have: a first-timer area, Fun social games, Mindful games, ice-breaker questions or simply just talk freely to anyone. Often we add: Speed-friending and a Music jam. We believe **you are unique** and each of us prefers different ways of connection. Also we want to provide an opportunity for everyone to try something new * **Easy and "Safe":** We have the whole location reserved for us so its safe to open up and meet new friends (unlike bars in Zürich where people find it strange if strangers talk to them). Christos and volunteers will also help with connection. Read more info below. * **Christos** (see [PHOTO](https://photos.app.goo.gl/pdtVaVGCyDEJ28uE8)) and our co-organisers will be wearing name budges and will aim to **welcome** **everyone.** * **Thank YOU** for being so open in meeting new people and making 50+ events with 7500+ attendees in 2.5+ years happen! * more info via our **[LINKS](http://linktr.ee/connectionspace)** * Yes YOU are **good** & **courageous** for looking for new fun connections! * 95% of people come **solo** \- you can too❤️ * Everyone is in same situation and you ll be surprised how **friendly people** are ❤️ * Come **early** though **later** also ok as many people there **until 00:00** * **It works**! We heard of many new friendships, living together and even getting a new job * For **volunteering** for free please msg Christos 0768175380. We can provide free drinks for your service . **TIPS on HOW TO CONNECT:** * **Look out for a good smile/vibe** in a person/group of 2-3 people and say "Hi my name is xxx, can I join?". * **Try something different** (person, game, table, activity) often until you find **fun** **quality connection** * **Ask** **Support:** we understand going out to meet friends can be a stretch. We make this easy with a fun and safe event. Also you can ask for help from our clearly communicated (see photos of this event) "**People Connectors**" who can help you discreetly to connect with others * **Invest time**(not quickly just come by) as friendships are an investment * **Come back**: big turnaround, people come randomly at each event, so you never know who you ll meet . . . . . **ABOUT US:** **(in detail)** . . **WHY Connection Space**? * ... we ❤️ **uniting people** while having **fun!** We make the world better by enabling **fun quality offline connections** & building **community!** * ... we truly believe **Human Connections** is what we truly **deeply crave** for and what we truly **need** so we can be **happy** and **healthy**! This is proven by data in [ANCIENT HISTORY](https://www.youtube.com/watch?v=Kg_47J6sy3A), in [MODERN HISTORY](https://www.kiltrohealth.com/blog/blue-zones-social-connection-the-secret-to-longevity-and-well-being) and also scientifically proven by [HARVARD ](https://www.youtube.com/watch?v=8KkKuTCFvzI)in an 87 year old study. Yes this makes you [HEALTHY](https://www.scientificamerican.com/article/relationships-boost-survival/#:~:text=Overall%252C%2520social%2520support%2520increases%2520survival,%252Da%252Dday%2520smoking%2520habit) and is what you really need - the other things are not as important as society tells you. . * **WHAT is Connection Space?** Imagine a co-working space where everyone is with headphones, laptops, mostly being 'alone' all day ... or a cafe/restaurant/bar where pretty much all people talk to people they already know.. . The **"Connection Space"** is exactly the opposite of that; its a **fun** social environment outside family and work, a cultural exchange, where we **unite** and hangout with **new and old friends** as **one community**. . Thats it. . No to phones, laptops, zoom-calls, books No to a specific reason to get together (eg. only for specific hobbies, genders, age groups, languages etc) No to just talking to your friends Not a dating, not a party, not an expat-only meetup NO to division (political racial gender etc) . Yes to simple and real in-person connection with new and old friends YES TO FUN! We got many optional activities for you to try out Yes to feeling like home & come as you are Yes to unity, love and respect for one another Yes to eating, drinking and music Yes to everyone-is-welcome & always-free events YES to UNITY! Getting along with each other in spite of different opinions . Our events are **inspired** by the Greek village culture of "[Καφενείο](https://en.wikipedia.org/wiki/Kafenio)" (village coffeeshops) with photos [HERE](https://www.google.com/search?sca_esv=569660528&sxsrf=AM9HkKlXnclaLfgcockKtdr9qHdmD5jaGw:1696060562834&q=greek+%CE%BA%CE%B1%CF%86%CE%B5%CE%BD%CE%B5%CE%B9%CE%BF&tbm=isch&source=lnms&sa=X&ved=2ahUKEwi52fX67dGBAxXnlf0HHZNiBHUQ0pQJegQICRAB&biw=1460&bih=913&dpr=2). When myself Christos was a kid, my granddad took me to these "[Καφενείο](https://en.wikipedia.org/wiki/Kafenio)". Every neighbourhood had one, and people met, without an exaggeration, on a daily-basis. It was the community center of the village. People met new and old friends, played games, socialised, ate snacks, drank coffee and ouzo. It was a very friendly, welcoming and homey environment. Unfortunately this concept is rapidly dying in Greece. As a kid I had extremely good memories of these coffeeshops, and for this reason I am passionate to revive and recreate this environment and also add a modern twist. Hope you enjoy it! . * **WHAT is NOT Connection Space? NOT** a drinks or party event (responsible drinking only, no shots, no free drinks). **NOT** a dating event. **NOT** foreigners-only, but everyone is welcome * **What KIND of event is this?** Its a mix of **social** and **cultural event** that build **community**. We have many people from so many different cultures socialising, we promote culture with events with Art exhibitions and Live Music and we also revive the social culture of the Greek traditional village coffeeshop (Καφενείο - read more above). * **WHO?** Wir wollen gerne mehr **Schweizer/innen** dabei haben! Alle sind willkommen und die meisten können Deutsch sprechen. Not an expat event. **Everyone welcome**! * **Mindful Connection Games:** from [The School of Life](https://www.theschooloflife.com/shop/?_product_type=games-card-sets) available: Confessions Game, The Friendship Game, Connection Game, The Loser Game, Games for grown-ups and three sets of "100 questions" (Conversation Toolkit & Careers & Relationships) * **Fun Social Games:** bring your own **board/card games** or choose from: Cards against humanity, Exploding Kittens, Codenames, Debatable, Sotally Tober, Taboo, Mafia, Uno, Monopoly and more. . Looking forward to **fun quality Connections**! 🙂

English below. Der Klang des Gongs erzeugt eine kraftvolle Welle, die durch den ganzen Körper fliesst, berührt jede Zelle, jeden Gedanken und jedes Gefühl, klärt, harmonisiert und führt zu tiefer Entspannung. Der Gong führt dich genau dorthin, wo deine Seele sein möchte. 💫 Mögliche Wirkungen der Klangtherapie: • Tiefe Entspannung • Befreiung von Anspannung • Abbau von Stress und Ängsten • Verbesserter Schlaf und erhöhte Konzentration • Regeneration des Nerven- und Hormonsystems • Emotionales und energetisches Gleichgewicht • Auflösung unbewusster Muster und Ängste • Verbesserung der Durchblutung und der Beweglichkeit, Entspannung der Muskeln 🎵 Klangtherapie ist eine uralte, spirituelle Methode der Heilung, Verjüngung und Transformation. Heute ist sie eine der natürlichsten Methoden, um mit sich selbst und seiner Lebensenergie in Verbindung zu treten. 💖 Kommen Sie und teilen Sie diese Erfahrung – lassen Sie uns gemeinsam in den Raum des Klangs eintauchen, wo sich der Körper entspannt, der Geist Frieden findet und das Herz sich daran erinnert, was Liebe ist. Anmeldung hier oder online: www.om-center.ch Bezahlung vor Ort auch möglich per Twint, Karte oder bar. \-\-\-\- ENGLISH \-\-\-\- The sound of the gong creates a powerful wave that flows through the entire body, touching every cell, every thought, and every feeling, clearing, harmonizing, and leading to deep relaxation. The gong takes you exactly where your soul wants to be. 💫 Possible effects of sound therapy: • Deep relaxation • Release of tension • Reduction of stress and anxiety • Improved sleep and increased concentration • Regeneration of the nervous and endocrine systems • Emotional and energetic balance • Dissolution of unconscious patterns and fears • Improved circulation and mobility, relaxation of muscles 🎵 Sound therapy is an ancient, spiritual method of healing, rejuvenation, and transformation. Today, it is one of the most natural ways to connect with yourself and your life energy. 💖 Come and share this experience—let's dive into the space of sound together, where the body relaxes, the mind finds peace, and the heart remembers what love is. Register here or online at: www.om-center.ch Payment on site via Twint, credit card, or cash possible.

We are currently playing in a regular group of 12 players at higher intermediate/advanced level. Your registrations here will first be on the waiting list and when confirmed, payment is to be made by twint to secure your spot for participation. There is a charge of Chf 22 per person. That is inclusive of feather shuttles. Place of event - Schumacher Sport Center, Am Stadtrand 46, Dübendorf. Court no. 10, 11 & 12

Welcome to a journey of deep relaxation connecting you back to yourself, to your heart, to your inner calm and intuition with effortless yoga nidra meditation, practiced lying down, sound healing and nourishing yoga in a friendly circle. Enjoy: * Stress, anxiety and tension relief * Deep relaxation * Better sleep * Emotional balance and uplift * Greater clarity and confidence * Enhanced creativity and intuition * Meaningful connections with others in the circle We share nourishing and healing yoga and breath practices with Yoga Nidra infused with Tibetan singing bowls to help you reduce the hold of stress, anxiety and tension. Rest deeply and come back to calm, balance and inner freedom. We journey together into deep rest and make space for more calm, peace and love in our hearts and in our lives. Each circle includes: **Nourishing gentle Yoga** **​** Gentle and transformative yoga practices to liberate the flow of energy and connect back to our source of vitality, blood wisdom and intuition. **Yoga Nidra** **​** Yoga Nidra is the antidote to the stress of life in today’s world. It is a zero effort practice of surrendering to all that is. Generally practiced lying down, yoga nidra brings you to a state of deep relaxation, allowing body and mind to restore. Yoga Nidra helps to disengage from thoughts and emotions and release anxiety and anger. It can also improve sleep, release tension and reverse symptoms of trauma and exhaustion. **​** **Sound Healing** **​** Sound healing is a gentle and powerful way to reach places in the body that are otherwise impossible to get to. Tibetan singing bowls bring immediate relaxation to body and mind, helping to disengage from thoughts and come into the present moment. Sound healing can help release tension and reduce the hold of stress, pain, fatigue, fear and other difficult emotions. Singing bowl vibrations help to bring us to an optimal state for self- healing. Everything is provided, just bring comfortable clothes. Suggested contribution is 30.= If cost is a barrier welcome to contribute as you can. Please WhatsApp or text me to join on 0782465091 as I don't use Meetup much, participants book via Whatsapp. [www.reconnectiorest.org](http://www.reconnectiorest.org/) Looking forward to sharing peaceful moments together. Love, Myriam

Zürich Boardgame Group welcomes everyone to another boardgame event at Cevi. Nothing is required, just come as you are and prepare yourself for an evening of fun! The team speaks both German and English (and Danish). You can see our entire boardgame collection here (takes a moment to load in your browser): https://gameshelf.io/user/cevi Please let us know in advance if you want to play any of these games and we will bring them out for you to play! There will also be a selection of games from our collection to choose from. We look forward to seeing you!

It's time for a new NixOS release, **26.05 Yarara**! 🎉 For a month before release, NixOS is in ZERO Hydra Failures stage. During this time, the community tries to fix all of the Hydra build failures in *Nixpkgs*. You can read more about the process [here](https://github.com/NixOS/release-wiki/blob/master/src/Zero-Hydra-Failures.md). The 26.05 release schedule will become available soon. **Who is this event for?** Anyone who's interested in Nix! Among the attendees you'll find core Nix contributors, full-on Nix beginners, and everything in between. This event is as much about the upcoming release as it is about engaging with the *local Nix and functional programming community*. It's a great opportunity to get your feet wet while helping us stabilise the next release. [Check out our user group website](https://zurich.nix.ug) for more information about the venue and our agenda! **Do I need to bring anything?** A *laptop* would be useful. Food, drinks, coffee, tea, swag, desks, and friendly mentors are all provided. Bring as many *friends* as you can! 🙂 Make sure they **RSVP**, so we know how much food and swag to get. **Sounds great! Are there other such events?** We organise ZHF every 6 months and we organise smaller Nix meetups irregularly. NixCon 2025 also took place here in Rapperswil! Stay on top of these things by joining the Nix Zürich group or by visiting [our website](https://zurich.nix.ug/) from time to time. **Hackathon** The main objective of the hackathon is to approach Zero Hydra Failures for the upcoming NixOS release by fixing bugs and build errors in Nixpkgs and NixOS. A hackathon is also a great opportunity to address issues that are otherwise hard to fix or get going with. Therefore everyone can pitch projects they want to work on at the venue, and ask for assistance or schedule time to discuss their ideas or code. Image source: Pedro Alvaro Neves (https://www.inaturalist.org/people/pedroalvaro)

[TICKETS FOR THIS EVENT ARE SOLD VIA EVENTROG ](https://eventfrog.ch/en/p/health-spirituality/health-wellbeing/afiya-stressmanagement-7455671259734527406.html) Fühlst du dich oft wie im Hamsterrad? Der Alltag fordert viel, und die eigenen Bedürfnisse bleiben dabei oft auf der Strecke. In unserem gemeinsamen Workshop **„Leichtigkeit im Alltag“** halten wir die Zeit kurz an. Wir gehen der Frage auf den Grund, wie Stress entsteht, wie du ihn auf körperlicher und mentaler Ebene verstehen kannst und am wichtigsten mit welchen einfachen Werkzeugen du ihn regulierst. Es geht nicht darum, den Stress komplett abzuschaffen, sondern eine neue, souveräne Haltung dazu zu finden. **Was dich erwartet:** * **Verstehen:** Einblicke in die Mechanismen der Stressentstehung und Selbstregulation. * **Erleben:** Praktische Übungen für mehr Präsenz und Achtsamkeit im Hier und Jetzt. * **Verankern:** Strategien, um die gewonnene Leichtigkeit nachhaltig in deinen Alltag zu integrieren. **Gemeinsamer Ausklang:** Nach dem Workshop ist noch nicht Schluss! Wir laden dich herzlich zu einem **gemeinsamen Apéro** ein. In entspannter Atmosphäre hast du die Möglichkeit, dich mit anderen Frauen auszutauschen, Erfahrungen zu teilen oder einfach die neu gewonnene Ruhe bei einem Getränk und kleinen Häppchen zu genießen. Gönn dir diesen Nachmittag für dich. Wir freuen uns darauf, gemeinsam mit dir mehr Leichtigkeit in dein Leben zu bringen! [TICKETS FOR THIS EVENT ARE SOLD VIA EVENTROG ](https://eventfrog.ch/en/p/health-spirituality/health-wellbeing/afiya-stressmanagement-7455671259734527406.html)

First meeting to get to know each other. We meet at Babu's coffeshop, no reservation this time.

English below. Der Klang des Gongs erzeugt eine kraftvolle Welle, die durch den ganzen Körper fliesst, berührt jede Zelle, jeden Gedanken und jedes Gefühl, klärt, harmonisiert und führt zu tiefer Entspannung. Der Gong führt dich genau dorthin, wo deine Seele sein möchte. 💫 Mögliche Wirkungen der Klangtherapie: • Tiefe Entspannung • Befreiung von Anspannung • Abbau von Stress und Ängsten • Verbesserter Schlaf und erhöhte Konzentration • Regeneration des Nerven- und Hormonsystems • Emotionales und energetisches Gleichgewicht • Auflösung unbewusster Muster und Ängste • Verbesserung der Durchblutung und der Beweglichkeit, Entspannung der Muskeln 🎵 Klangtherapie ist eine uralte, spirituelle Methode der Heilung, Verjüngung und Transformation. Heute ist sie eine der natürlichsten Methoden, um mit sich selbst und seiner Lebensenergie in Verbindung zu treten. 💖 Kommen Sie und teilen Sie diese Erfahrung – lassen Sie uns gemeinsam in den Raum des Klangs eintauchen, wo sich der Körper entspannt, der Geist Frieden findet und das Herz sich daran erinnert, was Liebe ist. Anmeldung hier oder online: www.om-center.ch Bezahlung vor Ort auch möglich per Twint, Karte oder bar. \-\-\-\- ENGLISH \-\-\-\- The sound of the gong creates a powerful wave that flows through the entire body, touching every cell, every thought, and every feeling, clearing, harmonizing, and leading to deep relaxation. The gong takes you exactly where your soul wants to be. 💫 Possible effects of sound therapy: • Deep relaxation • Release of tension • Reduction of stress and anxiety • Improved sleep and increased concentration • Regeneration of the nervous and endocrine systems • Emotional and energetic balance • Dissolution of unconscious patterns and fears • Improved circulation and mobility, relaxation of muscles 🎵 Sound therapy is an ancient, spiritual method of healing, rejuvenation, and transformation. Today, it is one of the most natural ways to connect with yourself and your life energy. 💖 Come and share this experience—let's dive into the space of sound together, where the body relaxes, the mind finds peace, and the heart remembers what love is. Register here or online at: www.om-center.ch Payment on site via Twint, credit card, or cash possible.

Outstation: https://asvz.ch/ Party at finish. GM to organise running teams - coming soon

Birlikte akşam yemeği yemek ve tanışmak için Türk restoranında buluşacağız. Bu etkinlik sadece bekârlar için.

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!

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

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.

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

**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