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NFT (Non-fungible Tokens) Events Today

Join in-person NFT (Non-fungible Tokens) events happening right now

Fun Social Monday Evening Run
Fun Social Monday Evening Run
Come join us for a trail social run, jog, walk! We are not a typical running club, so please read about the concept in “about us”. How it works: we don’t know in advance where the trail will go, but we know it will be fun! A member of the club, the 'hare', sets a trail, usually marked with flour. The rest of us, the 'pack', follows the hare's 'scent', i.e., the marks. There will be a 8-10 km trail for runners with shortcuts down to 5-6 km for walkers and those who need a slower pace. We have no set pace - run/walk as slow or as fast as you'd like. After the run we enjoy some refreshments and socialize. Come a few minutes before the start so that you can say hi and leave your bag in a designated bag car before we set off at 18:30. Don’t worry if there are few registrations on Meetup. We have existed for 44 years, and a lot of our members (anywhere from 20 to 50 people) just show up. Four-legged friends are welcome! We never cancel. See you there!
🤸‍♂️ F*ck the Small Talk #4
🤸‍♂️ F*ck the Small Talk #4
**[🎟️ Sign up here to grab your ticket 🎟️](https://luma.com/ftst4copenhagen)** 🎫 **RSVP ≠ ticket.** A paid ticket is required to attend. 🔗 On your phone and **can’t click**? Click the link in the **comments** :) ㅤ F\*ck the Small Talk has traveled the world from Berlin, London, Lisbon, to Buenos Aires, and has landed now in **Copenhagen!** 😎 ㅤ **📦 WHAT'S THIS ABOUT?** FTST is an out-of-the-box **social experience** where strangers come together for an afternoon of meaningful, fun, and deep conversation. It’s also a different & cool way of meeting new people by getting a bit out of your comfort zone and skipping the small talk! Join us for **games**, **talks**, and **connections** with **friends you haven’t met yet**. Join if you get annoyed after being asked what you do, where you are from, and how long you've been in **Copenhagen** every single time you meet someone. If you feel that there are better questions in life, this is the place for you. 🙌 **📓 HOW DOES IT WORK?** We start with a short & sweet intro talk followed by a few light-hearted group games to warm up. After that, we split you up into small groups and start with the conversation rounds (with 3-4 people). We'll have awesome question cards that will guide the flow of the conversation. You'll be guided by an experienced host (Valerie, you'll love her!) who'll make sure everything goes smoothly. 🍭 **🕹 HOW TO JOIN?** **[Take 1 minute to sign up 👈](https://luma.com/ftst4copenhagen)** 🔗 On your phone and can’t click? Click the link in the **comments** :) Our events are **limited to 30 handpicked guests** to ensure a cozy atmosphere. **Confirm your spot on the link above** to make it happen! We prioritize a balance of gender and age. If you're invited you'll receive a confirmation within 48 hours via Luma (our ticketing platform) **NOTE**: We won't validate your payment unless you've been accepted! (which you most likely will ❤️) **🧧 HOW MUCH IS IT?** The cost to attend is DKK 150-180, and includes the following: ⏰ 3 hours of facilitated and curated activities 🙌🏽 Access to the Llamas in Copenhagen WhatsApp community 👥 A space to meet new people in the least boring way possible 💛 Supporting our mission to spread human connection events around the world *(🎫 also includes those annoying ticket fees!)* **🌳 WHERE IS IT?** We host our events in awesome cafes/bars and parks across the city. We only **reveal the exact location** upon confirmation.📍 This event will take place in a cool venue near Copenhagen station (in Vesterbro). **💛 WHAT THEY SAY** 🗣 “This is the kind of activity **humanity needs every weekend**. Thank you for all.” - *Sonya* 🗣 “F\*ck the Small Talk changes the narrative from "Where are you from?" to "When was the last time you laughed uncontrollably?" and I think that's beautiful.” - Monika 🗣 "It’s a **wonderful** **experience**, it’s like being a kid again, when you were at the park, playing with other kids, and just decided you were going to be best friends for the next hours. Maybe you’ll never see those kids again. But that hour was amazing because you both opened up and trusted each other." - Sara **[Read our 200+ Google reviews here 👈](https://goo.gl/maps/TpZy77bfPFkGoikn7)** *(we ain't your typical meetup ;)* **🤓 FAQ** **• Can I come alone?** Of course, everyone does! **• Can I be late?** Please don't! Late arrivals will disrupt the floooooooow. **• I signed up but never got an invite. Why?** We usually get a high volume of sign-ups, yet we like keeping it cozy & only invite around 30 people. Please try again next time if you do not receive an invite - no hard feelings 💛 **• Is this a networking or dating event?** Nope! Think of us as the *anti-networking* and *anti-speed dating* event. There’s no pressure, no pitches, and no cringy icebreakers. Instead, we create spaces where strangers can connect through fun & meaningful conversations. It’s all about authentic connection, no business cards or romantic expectations required. (doesn’t mean it *can’t* happen, it’s just not the intention!) 𝘾𝙤𝙢𝙚 𝙘𝙪𝙧𝙞𝙤𝙪𝙨, 𝙡𝙚𝙖𝙫𝙚 𝙘𝙤𝙣𝙣𝙚𝙘𝙩𝙚𝙙. ✨ \* Location is only revealed to ticket holders! \* Age guide, 22-39 years old (only a reference of what you expect, not a limit 💃) 🙅‍♀️📱This event is a no-phone experience. 🙅‍♀️📱 We started in Berlin back in 2019 out of the frustration of being asked 'where are you from?' a million times at every single meetup! Now there are chapters in nearly 30 cities, including London, Lisbon, Buenos Aires, Zurich, and Vancouver! 🗺️ We're part of the Epic Llama Universe. **🌍🦙** We design out-of-the-box experiences that spark curiosity, creativity, and human connection. We're on a mission to make boring brilliant! \*\*\* Follow us on[ Instagram ](https://www.instagram.com/epic.llama/)👈 Our [website](https://epicllama.com/fuckthesmalltalk)[ ](https://epicllama.com/)👈
Amager Toastmasters | Inspiring Leadership ~ Insightful Conversations
Amager Toastmasters | Inspiring Leadership ~ Insightful Conversations
🌟 Interested in overcoming your public speaking fears or eager to enhance your communication and leadership skills? Toastmasters is a fantastic place to grow your public speaking abilities in a supportive and friendly community. Our club is a vibrant mix of individuals with diverse skills, and we warmly invite you to join this journey. Transform your public speaking experience, strengthen your communication, and expand your social network. 🗣️ **Register here and let the excitement begin!** 🆓 **Guests can attend for free.** ⏰ **Please be on time! Doors close at 17:55 and the event starts at 6:00 PM.** If you can’t find the entrance or the door is closed, please send a message +45 50 16 85 06 or +45 71 80 95 73 For any questions about membership, just email us at amager@toastmasters.dk Looking forward to seeing you! 🙌
Casual soccer/football
Casual soccer/football
Meditation & Sound Bathing
Meditation & Sound Bathing
**Meditation & Sound Bathing** *A moment to relax and harmonize your body & mind* Find a peaceful moment in the midst of busy everyday life. This session combines simple awareness meditation with a sound bath using Himalayan singing bowls. The sounds and vibrations help calm the nervous system, release tension, and guide the body into deep relaxation. You can simply lie down and relax. No meditation experience is needed -everyone is welcome. Whether you are looking to reduce stress, recharge after work or just enjoy a quiet moment, you are warmly welcome! Price: 250 kr 5-session pass: 1150 kr 10-session pass: 2100 kr \*Sessions are approved for friskvård.
Meet recruiters at Swedish companies hiring international professionals
Meet recruiters at Swedish companies hiring international professionals
**This event is for international professionals in Sweden or those planning to move to Sweden and in search of jobs.** **View available jobs on our website and LinkedIn** [https://www.englishjobs.se/all-jobs](https://www.englishjobs.se/all-jobs) **You can sign up for the event on our website here:** [https://www.englishjobs.se/events](https://www.englishjobs.se/events) # **MEET RECRUITERS** Each week, we host a networking evening focused on an industry such as media, finance, tech, hospitality, gaming etc. This event is invite-only, based on industry and experience to ensure the best quality event for all attendees. Meet and network with recruiters hiring within your industry. Meet other professionals and expand your contact network. **What do you get?** Grow your career and contact network. Meet with people working at companies and get an insight into what it is like working there. Learn about Swedish work culture. **What do you need to bring?** Don't forget your business cards!! Each event is catered for with food and drinks sponsored by a company. As there is limited capacity due to venue space fire regulations and catering. * **This is an invite-only event.** * **\*You must apply to attend\*** # **HOW TO GET AN INVITE?** **Step 1: Register our website here. Refreshments will be served and you can select your dietary preferences on the website:** https://www.englishjobs.se/events **Step 2: Check your inbox for an invite confirmation** If there is a match with the industry theme and recruiters are attending, you will receive an email invitation from EnglishJobs.se **Step 3: Accept or Decline the invite** If you get a place, you will get a confirmation email from englishjobs.se with the address and door code. If you can attend, you must **ACCEPT** It. If you cannot attend, you must **DECLINE** it, so that we can give your spot to the next person on the waiting list. If you do not get an invite email, it means the event is full or your chosen industry did not match the week's event theme. You will get an automatic email if a spot becomes available. **IMPORTANT** === * If you do not have a confirmed place, please **DO NOT SHOW UP** at the venue * Please **IGNORE all automated reminders** and automated emails from Meetup.com * We use a different system to manage our events. **You must RSVP on our website, NOT on Meetup.** **Questions?** Please email alina@englishjobs.se Thanks and see you there, Alina
French x Swedish språkcafé @Taproom
French x Swedish språkcafé @Taproom

NFT (Non-fungible Tokens) Events This Week

Discover what is happening in the next few days

Poker Night at BarrDrew
Poker Night at BarrDrew
♠️ **Poker Night — No Real Money, Just Good Games & Nice People** 🍸 Want to enjoy poker without any financial stakes? Come play, think, and connect with people who also love strategic challenges. **This event is for you if you...** * Enjoy poker and love talking strategy * Are curious about math, game theory * Find the psychology of reading people fascinating * want to meet like-minded people **What to expect** We play Texas Hold'em with play money — so the only thing on the line is your pride. 😄 The atmosphere is chill: cards, good drinks, and discussions about poker strategies. **New to poker?** No worries — we kick off with a beginner's introduction and basic strategy walkthrough. Join us from **18:15**. **Already know your way around the felt?** Jump straight in from **18:30**. Feel free to come and go as you please — no commitment required. The venue is open from **18:00**. **Track your progress on our leaderboard** and see who comes out on top across sessions. See you at the table! 🎰
Fun social extraordinary Saturday run
Fun social extraordinary Saturday run
Join us for a trail run/jog/walk! We are not a typical running club, so please read about the concept in “about us”. How it works: we don’t know in advance where the trail will go, but we know it will be fun! A member of the club, the 'hare', sets a trail, usually marked with flour. The rest of us, the 'pack', follows the hare's 'scent', i.e., the marks. There will be a 8-10 km trail for runners with shortcuts down to 5-6 km for walkers and those who need a slower pace. We have no set pace - run/walk as slow or as fast as you'd like. After the run we enjoy some refreshments and socialize. Come a few minutes before the start so that you can say hi and leave your bag in a designated bag car before we set off at 14:30. Don’t worry if there are few registrations on Meetup. We have existed for 44 years, and a lot of our members (anywhere from 20 to 50 people) just show up. Four-legged friends are welcome! We never cancel. See you there!
AI First til IT udvikling
AI First til IT udvikling
Kom til JCafe og diskuter om IT udvikling har fået AI som fast deltager for alle pladser og opgaver. Agenda * AI first /v Martin Boel * Claude og PF4J - et plugin framework til Java v/Anders Kristian Andersen
AI Meetup Copenhagen #9
AI Meetup Copenhagen #9
**Join us at AI Meetup Copenhagen 21/05/2026** Connect with innovators, designers, academics, suits and developers in a relaxed and positive environment. Enjoy talks from exciting speakers and demo your own ideas on stage. Be a part of our vibrant community! This is a multidisciplinary community and meetup for innovators, creators, and techies who are passionate about learning and talking about artificial intelligence. The event is open from 16:45. The program starts 17:15. **Lightning talks (15 minutes)** * Ali Reza Farahnak, Senior AI Architect, Microsoft * Kræn Hansen, Developer Experience Engineer, Eleven Labs * Daniella Feiglin, Product Manager, Tactile Games * Olga Safonova, Lead Product Manager, Public 360° at Tieto ***SPEAKER BIOS & TOPICS:*** **[Ali Reza Farahnak](https://dk.linkedin.com/in/alirezafarahnak)** is a Senior AI Architect at [Microsoft](https://www.microsoft.com/), focused on AI, Azure, and GitHub. For the past 7 years he has worked out of Microsoft's Global Customer Success organization in Redmond with some of the world's largest customers, including Tesla, NEOM, the London Stock Exchange, Bank of America, Emirates, Aramco, Maersk, Novo Nordisk, and several governments. Since January 2026, he has been part of Customer Success in Denmark, helping Danish enterprises turn generative AI into production-ready solutions. Topic: Most enterprise AI apps stop at the chat window, but your customers are on the phone, on WhatsApp, on SMS, in their inbox, and inside Teams. Ali shows how Azure Communication Services lets a single AI app reach customers across all of those channels, with a live demo of an outbound Danish speaking voice agent, similar to what has been built for the insurance industry, Vodafone Qatar, Norlys and many more, that calls a customer, runs a light identity check, and has a real conversation powered by Azure Voice Live and gpt-realtime-1.5. **[Kræn Hansen](https://dk.linkedin.com/in/kraenhansen)** is a Developer Experience Engineer at voice AI startup [ElevenLabs](https://elevenlabs.io/) where he builds [SDKs](https://elevenlabs.io/blog/elevenagents-react-sdk-v1-0) to enable text-to-speech, speech-to-text, and voice-cloning on the real-time ElevenAgents platform. He formerly worked at MongoDB, building a local-first database and sync engine called Realm. He holds a Master's degree in Computer Science from the Technical University of Denmark (DTU). Topic: "We talk to AI every day, but when we switch from typing to speaking, the rules change. A half-second delay breaks the illusion of conversation. In this talk, I'll take you behind the scenes of how voice agents actually work: what makes a voice conversation feel natural, why latency is the enemy, and the different ways you can deploy voice AI, from fully managed platforms to bringing your own AI model. Whether you're building with voice AI or just curious about where it's heading, you'll walk away understanding what's really going on when you talk to a machine." **[Daniella Feiglin](https://dk.linkedin.com/in/daniella-feiglin)** is a Product Manager at [Tactile](https://tactilegames.com/product-manager-at-tactile/), where she works closely with development teams and stakeholders to turn ideas into fully launched game features. She joined the company in August 2025 and brings nearly a decade of experience in the mobile games industry with a background across game design, market research, and product management. At Tactile, she focuses on using data and market insights to shape product decisions and drive impactful player experiences. Topic: A practical, honest look at how day-to-day work changed using Claude Code. Daniella will share how she transitioned to an AI-powered workflow that allows her to prototype features as she specs them, while providing consistent, high-detail output for her development teams at a higher pace. **[Olga Safonova](https://www.linkedin.com/in/olgasafonova/)** is a product leader with 20+ years in enterprise tech, currently Lead PM for [Public 360°](https://www.tietoevry.com/en/industry/public-360-services/360-case-document-and-records-management/) at Tieto (GovTech, 500K+ users). Previously at Siteimprove, Workday, LEO Innovation Lab and Saxo Bank. She also builds: Open-source MCP servers (a few running in production), an OTel observability library for AI tool infrastructure, and SkillCheck (getskillcheck.com). Where most product leaders talk about AI, she ships it on weekends. Topic: From personal OS to team OS - Agentic skills, MCPs and team context. As product manager, Olga shares how she built her own AI tooling: A personal OS of agentic skills, MCP servers, CLIs, and the cross-machine configurations that keeps it coherent. ... ***Venue:*** [Tactile Games](https://tactilegames.com/) \- Vestergade 33\, Copenhagen ***Sponsors:*** Thanks to [Tactile Games](https://tactilegames.com/) for event sponsorship along with sponsoring food, beverages and snacks. A big thanks to our foundational sponsor [Transmission](https://www.transmission.dk/). ***Sponsorship opportunities:*** Please contact the group administrator ([Martin Schultz](https://www.linkedin.com/in/martinschultz/)) if you would like to be an event sponsor, a sponsor of food and/or beverages or if you would like be a future venue sponsor. This is a non-profit event. ***Please note:*** 1. Attendance is capped at 75 participants to maintain quality interaction, and we reserve the right to select attendees to optimize group dynamics. 2. Photos and perhaps video will be taken at the meetup and shared on our Meetup.com group, on various LinkedIn channels, our LinkedIn newsletter, the AI Meetup Copenhagen website, possibly by the event host, other participants and by our sponsors. Let us know at the event if you don't want to be in the photos or videos (that's not a problem). 3. If you're signed up, but find that you're unable to attend, you're *expected to cancel* your attendance (your RSVP status) here on the Meetup platform. You can still join future meetups - you will only cancel your attendance for this meetup. 4. Speaker bios are submitted by the speakers themselves and reviewed only for basic accuracy. AI Meetup Copenhagen does not independently verify all information provided.
Founders Running Club :: Copenhagen
Founders Running Club :: Copenhagen
**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)
May meetup
May meetup
Welcome to another exciting evening of NixOS! If there are no speakers, we just hold a regular hack evening. Room: Kantine, 1. Sal, PASCAL\* ## Details Interested in NixOS? Maybe only its package manager Nix? Want to share how you (ab)use Nix(OS) in your own company? Join this NixOS user group meet-up! Topic will be announced. *Why NixOS?* **NixOS The Purely Functional Linux Distribution** NixOS is a Linux distribution with a unique approach to package and configuration management. Built on top of the Nix package manager ( nixos.org/nix ), it is completely declarative, makes upgrading systems reliable, and has many other advantages ( nixos.org/nixos/about.html ). **Declarative** NixOS has a completely declarative approach to configuration management: you write a specification of the desired configuration of your system in NixOS’s modular language, and NixOS takes care of making it happen. **Reliable** NixOS has atomic upgrades and rollbacks. It’s always safe to try an upgrade or configuration change: if things go wrong, you can always roll back to the previous configuration. Come join us for a cosy night of Nix(OS). There will be pizza, kindly sponsored by PROSA
Google I/O Extended 2026 Watch Party | Framna, Copenhagen
Google I/O Extended 2026 Watch Party | Framna, Copenhagen
**❗ Complete your event RSVP here:** [https://gdg.community.dev/events/details/google-gdg-copenhagen-presents-google-io-extended-2026-watch-party-framna-copenhagen/](https://gdg.community.dev/events/details/google-gdg-copenhagen-presents-google-io-extended-2026-watch-party-framna-copenhagen/) Join Framna for their annual Google I/O Livestream Event on May 19. Framna are opening their doors at their office in Islands Brygge for an exciting evening of technology, talks, and tasty treats! Schedule: 17:00 - Doors Open 17:30 - Enjoy snacks and refreshments 19:00 - Google I/O Livestream begins 21:00 - Event concludes This is a fantastic opportunity for tech enthusiasts, industry professionals, and anyone interested in the latest developments in technology to come together and experience the magic of Google I/O. Whether you’re a developer, a student, or just curious about the future of tech, you’re welcome to join us. The event is open to all and free to attend. Come network, learn, and be inspired. We look forward to seeing you there! Agenda 5:00 PM: Doors Open 5:30 PM: Enjoy snacks and refreshments 7:00 PM: Google I/O Livestream begins 9:00 PM: Event concludes *** Partner Framna Denmark (https://framna.com/) Framna is a diverse and global team of builders, thinkers, and creators. We are united by one mission: to craft digital products that make everyday life better for millions of people worldwide. Today, over 500 of us collaborate across eight studios in Denmark, the Netherlands, Sweden, Switzerland, and the US. We partner with industry leaders (and those about to be) to create digital products that define markets, reshape industries, and drive meaningful growth. We call it Win by product. ***

NFT (Non-fungible Tokens) Events Near You

Connect with your local NFT (Non-fungible Tokens) community

NFT AI ART Columbus
NFT AI ART Columbus
NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.
Drunken Philosophy: What’s up with all the AI hate?
Drunken Philosophy: What’s up with all the AI hate?
**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.
COUNT Discussion Meeting: Topic: Current Events
COUNT Discussion Meeting: Topic: Current Events
We may pick a specific topic and post in advance or may discuss current events and various ad hoc topics . We would love to spend time hanging out and getting to know one another. Atheist, agnostics, other non-theists, and atheist-friendly people are welcome to join us. Note: COUNT operates a Facebook page at www.facebook.com/groups/COUNT.discussions (http://www.facebook.com/groups/COUNT.discussions/) to promote discussions among members and visitors.
TBD
TBD
**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
Join Biggest Community | Investors Founders | Columbus | Online
Join Biggest Community | Investors Founders | Columbus | Online
Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - +971504724873 ( WhatsApp Only)
Psychic Development Series  II - Pueo Group
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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