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**WALK THE TALK** Zurich Toastmasters is the place to be if you want to improve your public speaking, communication, and leadership skills. **Walk the Talk** offers a friendly and inspirational environment for all levels of public speaking experience. Guests and new members are always welcome! A typical meeting includes 1–3 prepared speeches by members, evaluations of the speeches, and Table Topics – impromptu speaking. This meeting is Hybrid. "You can speak well if your tongue can deliver the message of your heart." John Ford DISCLAIMER: We may take pictures/videos of our events and share them online or on social media. If you do not wish to be in the pictures, please let us know before the meeting starts. We will do our best to respect your wishes.

**Ascension Pub Crawl - White Party ending @ Plaza Club.** This Ascension Wednesday, we will hit Switzerland's biggest Asian Festival. DJs all the way from Kuala Lumpur turning Plaza Club into a big Party on 4 floors. Get ready to meet new people and have a fantastic time with our Pub Crawl Tour. **What to expect**: Watch this short [Youtube video](https://www.youtube.com/shorts/VrBFWgXQNhw) about our general events to know it all! In a group of expats, locals and tourists, you will experience Zurich's nightlife in a unique way. Tour-guides will take you to 3 different venues and make sure you spend a great night out! **When**: Wednesday - Meet @ 9pm **Where**: 2.Akt Zürich **Price**: from 25.- incl. shots, nachos, entrance fee to the Club **Tickets**: https://tinyurl.com/PC-13-05-26 (pls buy tickets in advance) **WhatsApp Group**:[https://chat.whatsapp.com/Dttaz9sydMZ0tSqX2MgVjb](https://chat.whatsapp.com/Dttaz9sydMZ0tSqX2MgVjb) (Join for updates & pics) **Before the Pub Crawl**: If you come 1 hour earlier, you can participate to the Language Exchange. We encourage you to join both to have more time getting into the atmosphere and for the ease to meet new people. Looking forward to seeing you all again!! Sébastien, Fernando, Oscar More information: [https://www.pubcrawlzurich.com/](https://www.pubcrawlzurich.com/) Event pictures? Follow us on [IG](https://www.instagram.com/pubcrawlzurich) and [FB](https://www.facebook.com/pubcrawlzurich)

4 courts

2 Short Talks by David Stark – Against Planning in Game Design – Are We Doing Game Marketing Wrong? Plus, as always, meeting and chatting with other game developers. Note that the event is on **Wednesday** this month.

Join us for a community-led developer event focused on AI-assisted coding with GitHub Copilot. This event brings together developers to explore practical workflows, real-world use cases, and hands-on experiences using GitHub Copilot. Whether you are new to GitHub Copilot or already using it, this event will help you better understand how to apply AI-assisted coding techniques in everyday development. **Agenda** \- 4:30pm: Doors open\, Snacks\, and Networking \- 5:00pm: Welcome\, Community update \- 5:10pm\~5:40pm: Tech talk: GitHub Copilot overview \- 5:40pm\~6:40pm: Tech talk: GitHub Copilot in Practice \- 6:40pm\~7:30pm: Open discussion and closing **Tech talk: Mastering GitHub Copilot CLI** **Speaker:** Aymen Furter - Cloud & AI Solution Engineer, Microsoft **Abstract:** Learn to harness the power of agentic development by transitioning to autonomous, multi-step terminal workflows. This session focuses on mastering plan-based execution, repository-aware context, and integrating external data via the Model Context Protocol. **Tech talk: GitStop Using GitHub Copilot Like a Toy** **Speaker:** Emanuele Bartolesi - GitHub Tech Lead, Xebia **Abstract:** GitHub Copilot is easy to love in a demo. Real projects are different. Production codebases come with legacy code, missing context, inconsistent patterns, unclear requirements, and delivery pressure. That is where GitHub Copilot either becomes a real advantage or just an expensive toy. This talk focuses on practical ways to use Copilot in real development workflows, going beyond autocomplete. Agent mode, skills, Copilot CLI, and better prompting can make a real difference when working in messy repositories and under real deadlines. Designed for developers and tech leads who want more than flashy demos, this session shares concrete tactics to get better output, reduce noise, and make Copilot genuinely useful in day-to-day software delivery.

**[Tickets here on Eventfrog](https://eventfrog.ch/de/p/gruppen/jackpot-comedy-7413646370706339342.html)** **Down on your luck?** Perfect. Comedy works best on people with low expectations. At **Jackpot Comedy**, comedians test brand-new jokes alongside the ones that actually work. Some hit the jackpot, some crash out spectacularly. Either way, you win, because it’s funnier when anything can happen. Expect a proper underground comedy night, close to the stage, real crowd energy, and comics who are risking their dignity for your entertainment. Hosted by **[Jack Roberts](https://www.instagram.com/jackrobertscomedy/)**, a man who has invested his long-term financial stability entirely into making strangers laugh. We’re downstairs at **Bar OTRO,** just off Langstrasse, the ideal location for high-risk decisions you’ll be glad you made the next morning. No dress code. No awkward theatre seating. Just drinks, friends, and a very high probability of laughing harder than you planned. Roll the dice. Bring someone you like. Or someone you’re unsure about, this is an excellent test. **[Tickets here on Eventfrog](https://eventfrog.ch/de/p/gruppen/jackpot-comedy-7413646370706339342.html)** **SHOW BEGINS AT 20:00 (Doors at 19:00)**

. **❤️ WELCOME HOME** **❤️** * **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 . **weather?** Event takes place rain or shine (we got ultra rain-protected areas for all) . **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**! 🙂

In this gentle aerial yoga class, we use a soft fabric hammock suspended just 10 cm above the floor. The hammock supports your body as you move, helping you stretch more deeply, improve flexibility, and build strength in a new way. With the fabric holding part of your weight, you can explore each pose with more ease, sometimes with a soft sway, sometimes with a bit of challenge. We combine mobility, strength, and relaxation, and finish with a peaceful Savasana in the hammock. The class is in English and open to all levels. * Props provided or bring your own * Drop-in rate CHF 35.-, abos and packages available on studio website and Eversports * Please register and purchase a pass via [Yoga Nest Eversports](https://www.eversports.ch/org/widget/6bb2f0f6-b0ff-4d15-84be-5f9229b128f2?venueId=b336fe38-08c9-45ab-a1d8-3255d21ed886)

Apéro Mensuel

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/de/p/essen-trinken/digital-detox-cafe-7459337924938572153.html) or** **[www.social-circle.ch](www.social-circle.ch)** **Unplug & Create: Digital Detox Café at Paint it Easy** Take a break from screens and reconnect with yourself and others at our Digital Detox event in Zürich’s most inviting creative space, Paint it Easy. We’ll kick off the evening with a relaxed atmosphere, setting the tone for a mindful and inspiring night. Join our craft group: [https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3](https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3) Choose your path for the evening: **Deep Talk with Question Cards:** Dive into meaningful conversations and connect with fellow participants on a deeper level. **Boardgames:** Just for fun or to meet new people. **Creative Activities:** * **Drawing** (included) * **Canvas Painting** (CHF 10/hour + canvas, e.g., 30x40 cm: CHF 9) * **Pottery Painting** (CHF 20–45 per piece) * **Jewellery Making with Beads** (CHF 10/hour + materials, avg. CHF 20–30) * **Linocut Printmaking** (CHF 25–35 per piece) **Location:** Paint it Easy, Zürich **Ticket:** CHF 15 **Includes :** Welcome drink\*, drawing material, notebook, games. **Doesn't include** : optional creative activity fees (depending on your choice) \*Warm drink, homemade iced tea, or lemonade Want more events like this? Join our community! [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP) No experience needed—just bring your curiosity and an open mind! Whether you're painting, reflecting, or connecting, this is your space to recharge, express, and enjoy. Please note that pictures might be taken and used, if you don't want to be on them please let the host know. Tickets are not refundable. #digitaldetox

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/p/eating-drinking/pub-quiz-optional-matching-for-singles-7450176547221194998.html) or** **[www.social-circle.ch](www.social-circle.ch)** 🎉 **Pub Quiz Night** 🎉 Join us for a night full of **mind-bending questions**, **unexpected twists**, and **more laughs than right answers** (probably). Whether you're a trivia wizard or just really good at pretending you know stuff, this night’s for you! Join our whatsapp group for updates on this event: [https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66](https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66) 📍 **Location:** BOHO 💰 **Price:** 15.- (includes tasty snacks + a prize for the winning team 🍾) 👥 **How Teams Work:** 🔹 Got a crew? Awesome, bring your squad and show us what you've got! 🔹 Looking to mingle with singles? We’ve got you! → Think 2 girls + 2 guys = the perfect cocktail of brainpower and awkward icebreakers 🔹 Not single? No problem! We’ll still team you up with some brilliant minds and maybe a few terrible guessers for balance 🏆 **What’s in it for you?** Glory, bragging rights, and the sweet, sweet taste of Prosecco-fueled victory. 💬 **Come for the trivia, stay for the chaos.** Spots are limited, so grab your seat before your smarter friend does! 🎟️ ​P.S. Pictures might be taken during the event, if you do not want it please let the organizer know. Tickets are non-refundable. **Want more events like this? Join our WhatsApp community:** [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP)

**join my new adults songwriting group** for 1 session every 3-4 weeks Saturdays from 10-14:00 Next class is Jan 20th 2024 **Connect with Ariane: 077 425 0018** **Registration and payment is required 150.-/workshop of 4hours** Classes are in English! Dive into the world of songwriting with our beginner-friendly classes! Tailored for newcomers and more advanced songwriters, our monthly sessions offer a supportive space to ignite your creativity. Classes take place once a month on Saturdays and last for 4 hours. Through various exercises, you'll learn the basics of lyric writing, melody development, and song structure. Draw inspiration from personal experiences and various music genres to cultivate your own style. These courses offer more than just musical skills. You'll become part of a relaxed, mindful process that allows for self-expression and stress relief. Additionally, join a community of like-minded individuals fostering collaboration and providing constructive feedback in a supportive environment. In addition, we offer a WhatsApp group for supportive communication and advice between classes. Join us and discover the joy of songwriting under the guidance of Ariane, an experienced teacher with over 20 years of expertise. Ariane specializes in nurturing artists and excels as a vocal coach. Become part of this experience and explore the art of songwriting under Ariane's guidance. Unleash your creativity, relax, and connect with fellow music enthusiasts as you embark on this fulfilling journey!

Hola chicas!! 🙋🏻‍♀️ Vamos a un show de comedia Stand Up!!! Para disfrutar juntas y reírnos un rato 😁🎤🎭😂 La entrada está a muy buen precio! (10 chf). Nos vemos ahí 7 pm (cada quién con su ticket comprado de antemano) para hacer cola y agarrar buen lugar juntas!!! Llevaré un letrero que diga “Amigas Hispanas en Suiza”, para que las caritas nuevas del grupo me reconozcan 😄 Saludos y hasta entonces!!! Ascia 😁 ———————— ¿Estás cansada de reírte en “HAHA” y no en “JAJA”? ¡Zúrich también se ríe en español! **La Tarima** es un open mic de comedia 100% en español, donde latinos con historias, acentos y traumas convertidos en chistes se suben al escenario sin miedo (o con miedo, pero igual se suben). Ven a reírte con comediantes que no superan a sus ex, inmigrantes que convierten el sufrimiento en material, y gente que simplemente habla demasiado… en español. [Tickets La Tarima](https://eventfrog.ch/en/p/theatre-stage/comedy-cabaret/la-tarima-comedia-en-espanol-zurich-7430255307647900210.html?fbclid=PARlRTSARO3ZlleHRuA2FlbQIxMQBzcnRjBmFwcF9pZA8xMjQwMjQ1NzQyODc0MTQAAadNeVRWW8JUVbx6di54ljBrx3IpRoPEcqzkcKUv9xlUsc1YZhSkcDwACJSACQ_aem_UqcxDmVOuR3QnikxQvRs8g) NOTA: Si quieres estar en comunicaciòn con nosotras el día del evento, solicita tu entrada a nuestro chat de whatsapp (link en la descripciòn de Amigas Hispanas en Suiza)

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates listed for this series are about 95% reliable. We are finalizing our 2026 schedule, so minor adjustments are still underway. 2. Each class in this series has an attendance fee, on a first-come, first-served basis. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. **Introduction:** **The breakdown of the six-class series is as follows:** **Class 1: TBD** **Class 2: TBD** **Class 3: TBD** **Class 4: TBD** **Class 5: TBD** **Class 6: TBD**

**PLEASE READ THE FOLLOWING IMPORTANT NOTES:** 1. The dates listed for this series are about 95% reliable. We are finalizing our 2026 schedule, so minor adjustments are still underway. 2. Each class in this series has an attendance fee, on a first-come, first-served basis. 3. Each class, from BOTH a sign-up and fee perspective, is a separate entity. **Introduction:** **The breakdown of the six-class series is as follows:** **Class 1: TBD** **Class 2: TBD** **Class 3: TBD** **Class 4: TBD** **Class 5: TBD** **Class 6: TBD**

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!

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**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