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**[👉Ticket needed (click here)](https://eventfrog.ch/de/p/sport-fitness/wandern/walk-connect-panorama-trail-on-uetliberg-7454202791579394752.html) or** **[www.social-circle.ch](https://social-circle.ch/)** Join us for a relaxed forest walk focused on great conversations, not intense hiking. We’ll match you with new friends for one-on-one chats – no small talk, just real connection. It’s the perfect Sunday to move your body, breathe fresh air, and meet like-minded people! 🌸🌲🥾 **Coming alone? That’s totally fine!** We’ll match you with people who share your vibe using the Social Circle app - we will introduce you to it during the event **Stay in the loop:** Join our WhatsApp group for updates and the live meeting location on the day: [https://chat.whatsapp.com/HGKLziV4s7bLZWEiouTQhi?mode=ems_copy_t](https://chat.whatsapp.com/HGKLziV4s7bLZWEiouTQhi?mode=ems_copy_t) *If the link doesn’t open on your phone, try using WhatsApp Web on your computer.* **Timeline** * ⏰ **11:45** – Meet under the big clock at Zurich Main Station (HB) * **12:15** – Take line 10 up to Uetliberg * **12:40** – Arrival at the top and quick icebreakers to get things flowing * ️ **13:15** – Walk through the forest (panorama trail) with one-on-one matchups (we switch partners along the way) * ️ **14:45** – Arriving at Restaurant Felsenegg and head back to the city **What to Bring** * Your smartphone for the friend-matching * Comfy shoes for forest trails * Water and a small snack to keep your energy up Let’s make your Sunday social, simple, and refreshing! **Disclaimer** Participation in this event requires a valid ticket, which must be purchased in advance via the link provided in the event description. Please note that tickets are non-refundable and non-transferable. We do not accept cash payments on the day of the event. To ensure a smooth and safe experience, we kindly ask all participants to follow the instructions and announcements from the event organizers. While our team works hard to create an enjoyable and welcoming atmosphere, attendance is at your own risk. We want everyone to feel comfortable and respected. If you encounter any issues or uncomfortable situations during the event, please speak directly to a member of our team — we’re here to help. We reserve the right to exclude participants from the event if they do not adhere to basic standards of respectful interpersonal behavior. This decision is at the discretion of the responsible organizers. By signing up, you agree that any content captured during the event (including photos and videos) may be used on Social Circle’s social media channels and those of our partners. Please be aware that we cannot wait for late participants, as this disrupts the planned group flow and connections. If you're delayed or choose a different route, it’s your responsibility to catch up with the group. A live location will be shared in the event's WhatsApp chat to help you reconnect. Want more events like this join our newsletter: [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP)

Welcome to an exclusive private poker evening for people who enjoy style, conversation, and a touch of friendly competition. Join us for a curated social night in an elegant setting, designed for both experienced players and curious beginners. Your ticket includes access to the evening, the poker table, a refined social atmosphere, and the chance to connect with a handpicked group of guests. Expect cards, drinks, networking, and a polished private-club experience with a relaxed but sophisticated energy. Limited seats available. Reservation required.

Abonniere meinen [Whatsapp-Kanal](https://whatsapp.com/channel/0029Vb72OOCEKyZ9YmR6Xq2u) für regelmässige Tipps rund ums Schweizerdeutsch. **Lust auf Bewegung an der frischen Luft und dabei locker (Schweizerdeutsch) plaudern?** 🚶💬 Dann komm zum Walk and Talk! **So funktioniert’s:** **Wir treffen uns am Treffpunkt Zürich HB und gehen gemeinsam los** **Damit wir uns finden halten wir ein Plüschtier auffällig in der Hand.**** Jede und jeder bringt sich ein – Gesprächsthemen entstehen unterwegs von selbst Im Anschluss können wir, wer Lust hat, noch gemeinsam irgendwo einen Kaffee trinken ☕ **Der Organisator ist nicht zwingend jedes Mal dabei – die Idee ist, dass das Treffen auch selbstorganisiert funktioniert** Hinweise: Bequeme Schuhe & wettergerechte Kleidung Findet bei (fast) jedem Wetter statt Wasser/Getränk nach Bedarf mitnehmen Jede und jeder darf gerne Freunde mitbringen

# Aura Kamera und Analyse deiner Aura * Kraft, Farbe, Grösse Ihrer Aura & Eigenschaften * Diagnose der Chakren (Gleichgewicht & Aktivität) * Harmonisierung gestresster & blockierter Chakren * Gleichgewicht zwischen Verstand, Seele & Körper * Energie-Attacken und Energielöcher erkennen * Yin-Yang-Gleichgewicht * Emotionales Gleichgewicht * Bericht über die Ergebnisse PICTURE OF AURA & ANALYSIS * Power, color, size of your aura & characteristics * Diagnostics the balance & activity of your chakras * Harmonize stressed or blocked energy centers * Jin-Jang balance * Balance between mind, spirit & body * Emotional balance * See energy attaks and energy holes * Report of results Mit dieser erstaunlichen Methode können Sie die Energie-niveaus in Ihren Chakren messen, den aktuellen Zustand Ihrer Aura bestimmen und mögliche Probleme erkennen. Diese Informationen sind ein wertvolles Hilfsmittel für alle, die sich auf dem Weg der Selbsterkenntnis befinden und bereit sind, sich spirituell weiterzuentwickeln. Die angebotenen Anleitungen und Methoden zielen darauf ab, eine höhere Bewusstseinsebene zu erreichen und eine harmonische Entwicklung der körperlichen, geistigen und seelischen Gesundheit zu fördern. Mithilfe der Aurakamera können Sie eine Energie- und Gesundheitsdiagnose durchführen. Dabei erhalten Sie Einblick in die unsichtbare Welt der Energien. Sie lernen die Farbe Ihrer Aura kennen, verstehen die Funktionsweise Ihrer Chakren und erfahren, wie Sie diese harmonisieren können. Sie gewinnen neue Erkenntnisse über sich selbst und sehen die Welt mit anderen Augen. Die Aura-Untersuchung von Kindern ab vier Jahren ist vollkommen sicher, da der Sensor ausschliesslich die elektromagnetischen Wellen des Körpers misst Die Aurakamera liefert dabei wertvolle Informationen übe den Charakter und den Energiezustand des Kindes. Anmeldung unter [info@om-center.ch](mailto:info@om-center.ch) oder 076 2626329

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/p/eating-drinking/digital-detox-cafe-7438263258744627340.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

Herzlich willkommen zu unserem wöchentlichen Deutsch-Konversations. Der Fokus liegt auf freiem Sprechen in einer lockeren, freundlichen Atmosphäre, ohne Druck und ohne Unterricht. Das Meetup ist ideal für Lernende ab Niveau B2 bis C2, die ihr Deutsch aktiv anwenden möchten. Die Themen entstehen spontan aus dem Alltag, aus aktuellen Ereignissen oder aus Vorschlägen der Teilnehmenden. Komm vorbei, auch wenn du nur zuhören oder langsam anfangen möchtest! 📢 Hier ist die WhatsApp-Nummer, um in Kontakt zu bleiben: https://chat.whatsapp.com/JoQufaeFR2GBXKdt3nSE2I 🤳 Bitte teile es und folge uns auf Instagram: https://www.instagram.com/deutsch.sprechen.zurich 📅 Hier ist der Veranstaltungskalender: https://fasthub.wixsite.com/deutsch/treffen 💬 Hier ist der temporäre WhatsApp-Link, falls du kommst und chatten möchtest: https://chat.whatsapp.com/HmHEWIJ16or1qRqXVyvipe

**Skip the waiting list by sending me an email of confirmation of your donation** Hi everyone, Join us on a hike to the thermal waters of the Tamina Gorge caves, an award-winning 2020 Tripadvisor destination: https://www.tripadvisor.com/Attraction_Review-g198797-d1474082-Reviews-Tamina_Gorge-Bad_Ragaz_Canton_of_St_Gallen.html The hike is around 5 h long, intermediate fitness level, 460 m elevation, 15 km. We will walk up the bus route (no cars allowed), cross a natural bridge and back by the mountain next to it. Entry to the caves is 5 CHF, we will buy the tickets at the museum. You can bring lunch or order at the self-service restaurant at the museum. Train schedule: see photo Zurich HB-Bad Ragaz (from 14 CHF) Meeting point is under the blue angel 15 min before the train leaves. I will join you at Bad Ragaz train station. **Booking system:** Mandatory donation of 10 CHF to your favourite charity. To secure your spot or move from the waiting list to the going list, please send me a confirmation of your donation to [[[[[laurameetup@yahoo.com](mailto:laurameetup@yahoo.com)]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/))]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/))]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/))]([mailto:laurameetup@yahoo.com](http://mailto:laurameetup@yahoo.com/)) Alternatively, you can donate here: [Zurich Weekends and Hiking | Schweizerisches Rotes Kreuz](https://actnow.redcross.ch/en-GB/project/zurich-weekends-and-hiking?tab=overview) Check out our Facebook page: [https://www.facebook.com/share/15HuDGWwiM/?mibextid=wwXIfr](https://www.facebook.com/share/15HuDGWwiM/?mibextid=wwXIfr) Cancelled in case of bad weather. Minimum: 5 persons with confirmed donation; max:15 See you, Laura

Open Sharing Circle ✨ *** **Wichtig: Bitte sei pünktlich, damit der Austausch möglichst nicht gestört wird :)** Wir sind beim 25hours Hotel Zürich West. – Nimm dein Lieblingsspiel mit, wenn du eines hast. _____________ Dieser Circle findet auf Deutsch statt. Wir kommen zusammen, um im Moment präsent zu sein und uns so zu zeigen, wie wir wirklich sind. Die Intention ist, in einem sicheren und vertrauensvollen Raum zu teilen — Gedanken, Emotionen, Ziele, Meinungen — alles, was sich für dich im Moment lebendig anfühlt. Niemand muss etwas teilen, und jede\*r ist willkommen. ⸻ Worum geht es? • Stärkung von Selbstwahrnehmung & Selbstvertrauen • Persönliches Wachstum • Aufbau tiefer Beziehungen & Vertrauen • Menschen auf einer echten, menschlichen Ebene kennenlernen • Sich frei fühlen, sich authentisch auszudrücken ⸻ Circle-Vereinbarungen Frei & freiwillig Du darfst alles teilen, was du möchtest — und musst nichts teilen. Sprich aus deiner eigenen Erfahrung Teile aus deiner persönlichen Perspektive: deine Erfahrungen, Gedanken, Gefühle und Wahrnehmungen. Der Raumhalter kann dich dabei sanft unterstützen, indem er als Zeichen eine Hand auf die Brust legt. Respekt & Vertraulichkeit Wir begegnen uns respektvoll und ohne zu urteilen. Was im Circle geteilt wird, bleibt im Circle. Rede-Objekt Nur die Person, die das Rede-Objekt hält, spricht. Verständnisfragen sind willkommen. Redezeit & Raum teilen Nimm dir Zeit beim Teilen und lass gleichzeitig Raum für andere. Ratschläge & Unterstützung Sprich für dich selbst und gib Ratschläge nur mit Einverständnis. Bitte frage ausdrücklich nach, wenn du Ratschläge oder Unterstützung möchtest. Trigger & Emotionen Jede\*r ist für die eigenen Gefühle und Themen selbst verantwortlich. Starke Emotionen (z. B. Weinen) sind willkommen und werden respektiert. Unterstützung wird nur angeboten, wenn sie gewünscht ist. Eigene Bedürfnisse Kümmere dich selbst um deine Bedürfnisse (WC, Essen usw.) und respektiere den Gruppenraum. Raumhalter Das Organisationsteam wählt Raumhalter, die den Ablauf des Circles unterstützen und darauf achten, dass die Vereinbarungen eingehalten werden. Der Circle kann bei Bedarf sanft unterbrochen werden. Fokusrunde Der Raumhalter kann intuitiv eine kurze Fokusrunde initiieren, wenn es unterstützend wirkt. Mobiltelefone Bitte schalte dein Handy auf lautlos und nutze es nur für Notizen, falls nötig. Zeit Dauer: ca. 3 Stunden. Du kannst jederzeit gehen, idealerweise während der Pausen (etwa alle 45 Minuten). Nach dem Circle gibt es Raum, um zu bleiben, sich zu verbinden oder weiter zu teilen, wenn du magst. Teilnahme CHF 5 Basisbeitrag + freiwillige Kollekte. Damit unterstützt ihr Organisation und ermöglicht es uns, den Sharing Circle möglichst vielen Menschen zugänglich zu machen. Bezahlung: Bar vor Ort oder per Twint an +41 79 123 16 74

Are you looking for a way to start your Sundays on the right foot? Look no further! Our weekly Sunday morning yoga class is the perfect way to energize your mind, body, and soul. This Sunday morning yoga class is designed to help you relax and find inner peace, leaving you feeling refreshed and ready to tackle the week ahead on a positive note. In this class, you will experience a combination of physical postures, deep breathing and mindfulness that will help to reduce stress, improve your focus and concentration, boost your energy levels, and enhance your overall well-being. You will also develop greater body awareness, increase flexibility, and strengthen your muscles. The peaceful and calming environment will allow you to disconnect from the world and focus on your own well-being. This is the perfect opportunity to prioritize self-care and invest in your physical and mental health. The hybrid yoga class, both online and in-person, is for everyone. Whether you're a beginner or a seasoned yogi, you'll benefit from this yoga class. I promise that you will feel much more relaxed, recharged and rejuvenated after this yoga class, 100% guaranteed :) Your contribution: 25 CHF (online live, first time 15CHF), 30 CHF (first time 15CHF, in the Yoga Studio at Oerlikon, Zurich). Note: We're excited to announce the new Referral Program! Share your love of yoga with your friends or colleagues and receive a free class for every referral who signs up. Plus, your friends can enjoy their first class for just 10 CHF. Please let me know which format (online or in-person) you like to join. See you on the mat :)

☀️ Summer Hatha Yoga & Brunch in Zurich ☀️ Join us for a relaxed and refreshing Hatha Yoga & Summer Brunch on Sunday 10 May in Zurich – in the green area near Wollishofen. We’ll begin at 10:30 with 1h yoga practice, open to all levels – including beginners. 🧘 Yoga spots are limited to 20 participants. Cost is 20 CHF - please pay via Twint +41 791977702 to save your spot. 🥐 After yoga, we’ll stay together from for a relaxed picnic-style brunch. This part is open to everyone – no registration, no fees. Feel free to join us at any time :) Just bring your own food, drinks, and good vibes. What to bring: Yoga mat Comfortable clothes Water Your own brunch items 🍓🥐🧃 To stay up to date join the WhatsApp group 🌿 [https://chat.whatsapp.com/JjcN8KKelJ7L5kNT40j6vT](https://chat.whatsapp.com/JjcN8KKelJ7L5kNT40j6vT)

Step into a world of relaxation, strength, and flexibility with Aerial Yoga – the perfect way to start your Sunday. This dynamic practice combines the benefits of traditional yoga with the support of a hammock, allowing you to stretch deeper, decompress your spine, and find mental calm. Whether you're new to yoga or a seasoned pro, Aerial Yoga offers something for everyone. **Why You’ll Love Aerial Yoga:** **\* Relieve Spinal Tension –** Experience the anti-gravity magic of Aerial Yoga, which helps decompress your spine, release built-up tension, and improve posture. \* **Ease Lower Back Pain** – Gentle inversions and supported stretches provide relief for lower back discomfort, leaving you feeling refreshed and aligned. 
\* **Perfect for All Levels** – Whether you're a complete beginner or a yoga enthusiast, the hammock offers support, making the practice accessible and fun for everyone.
 **\* Increase Flexibility & Strength** – The hammock allows for deeper stretches and core activation, boosting both flexibility and muscle tone. **\* Stress-Free Sunday** – Float through the air in a calm, peaceful environment and leave the stress of the week behind, feeling balanced, energized, and relaxed. Spaces are limited, so don’t miss your chance to elevate your practice – reserve your spot now and make your Sundays the best part of your week! ✨ Class in English // Open-level (beginners are all welcome :)) ✨ Props provided or bring your own ✨ Location: Zürich Oerlikon, Wattstrasse 3, 8050 Zürich ✨ Please contact me if you like to join to reserve the hammock / Registration via [Yoga Nest Eversports page](https://www.eversports.ch/s/yoga-nest-1) See you in the hammock :)

Ready to sweat, smash, and socialize? Join **Zurich Fun Gamers (ZFG)** for our bi-weekly Sunday Badminton session at the legendary Yonex Halle! Whether you are a complete beginner or a smash-master, this is the perfect way to end your weekend. We book **minimum 4 courts**, so there is plenty of space for everyone. **[Tickets Required : Click here :](https://eventfrog.ch/ZFGBadminton)**[ ](https://eventfrog.ch/ZFGBadminton) **🏸 The Setup** * **Social Vibe:** We mix and match! It’s about fun first. * **Skill Levels:** We guarantee at least **one dedicated Beginner Court**. Advanced players can form a **Competitive Court** to battle it out. 🏆 * **Equipment:** Shuttles are **included**. Rackets available for rent (CHF 5). * **🔄 Rotation:** We may allow **2 extra players** on the bench to rotate in. This ensures full courts in case of no-shows/injuries and gives everyone a chance to catch their breath! 😅 **👟 The "Golden Rule" (Strict!)** * **NO OUTSIDE SHOES:** You must bring a separate pair of **clean, non-marking indoor court shoes** and change into them *inside* the locker room. No street shoes allowed on the courts. **🎟️ [Tickets & Pricing (Book Early & Save!)](https://eventfrog.ch/ZFGBadminton)**[ ](https://eventfrog.ch/ZFGBadminton)*[T](https://eventfrog.ch/ZFGBadminton)o manage court bookings (48h cancellation policy), we reward early planners:* * **[Early Bird Ticket:](https://eventfrog.ch/ZFGBadminton)**[ ](https://eventfrog.ch/ZFGBadminton)**[CHF 22](https://eventfrog.ch/ZFGBadminton)**[ (Buy 72h before event)](https://eventfrog.ch/ZFGBadminton) * **[Standard Ticket:](https://eventfrog.ch/ZFGBadminton)**[ ](https://eventfrog.ch/ZFGBadminton)**[CHF 25](https://eventfrog.ch/ZFGBadminton)**[ (Last minute)](https://eventfrog.ch/ZFGBadminton) * *Note: You must buy a ticket on Eventfrog to play. No cash/Twint on spot.* **📍 Logistics** * **Location:** Yonex Halle, Hardbrücke (Zurich) * **Meeting Point:** Inside the lobby at **15:50** (Warm-up & Shoes change) * **Game Time:** 16:00 – 17:30 (90 Mins) 🍻 **After the Game:** The fun doesn't stop at match point! We usually stay for a drink or coffee nearby to cool down and socialize. That’s the real ZFG vibe! ✨ Let’s smash it, ZFG-style! 💪🔥

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

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

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.