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Frequently Asked Questions

Yes! Check out artificial intelligence applications events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the artificial intelligence applications events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find artificial intelligence applications events near your location here. Connect with your local community and discover events within your area.

Artificial Intelligence Applications Events Today

Join in-person Artificial Intelligence Applications events happening right now

Digital Detox Café [Relax, Play, Socialize, Craft]
Digital Detox Café [Relax, Play, Socialize, Craft]
**[⚠️ >>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
Rest & Relaxation Circle: Gentle movement, Yoga Nidra & Sound Healing
Rest & Relaxation Circle: Gentle movement, Yoga Nidra & Sound Healing
**Deep Rest & Relaxation Circle – Yoga Nidra, Gentle Yoga & Sound Healing** *(By donation – all are welcome)* You’re warmly invited to a nourishing relaxation circle designed to help you slow down, soften, and reconnect with yourself. Together we’ll explore deep rest through gentle yoga, effortless Yoga Nidra meditation (practiced lying down), and soothing sound healing with Tibetan singing bowls — all held in a friendly, supportive circle. This is a space to pause, breathe, and return to your heart, your inner calm, and your natural intuition. **This practice can support:** * Relief from stress, anxiety, and tension * Deep relaxation and nervous system reset * Better sleep * Emotional balance and uplift * Greater clarity, confidence, and creativity * Enhanced intuition * Meaningful, heart-centred connections with others ### What to expect **🌿 Gentle, Nourishing Yoga** Slow, accessible movements to release tension, support energy flow, and reconnect with your body’s wisdom and vitality. **🌙 Yoga Nidra (guided deep rest)** A zero-effort meditation practiced lying down. Yoga Nidra allows the body and mind to fully rest and restore, helping to calm the nervous system, release anxiety, improve sleep, and gently unwind exhaustion and overwhelm. **🔔 Sound Healing** Tibetan singing bowls guide you into deep presence and relaxation. The vibrations support the release of tension, stress, fatigue, and emotional holding, creating an optimal state for rest and self-healing. Everything is provided — just bring comfortable clothes and an open heart. **Contribution:** Suggested donation: **30.–** If cost is a barrier, please contribute what you can — everyone is welcome. **Booking:** Please WhatsApp or text me on **078 246 50 91** to join, as I don’t use Meetup regularly and bookings are managed via WhatsApp. More info: **[www.reconnectiorest.org](http://www.reconnectiorest.org)** I look forward to sharing this peaceful, nourishing time together. With love, **Myriam** 💛
Outdoor Floral Oil Painting Workshop 🌸🎨 (Mother’s Day Special) 10th May
Outdoor Floral Oil Painting Workshop 🌸🎨 (Mother’s Day Special) 10th May
Outdoor Floral Oil Painting Workshop 🌸🎨 (Mother’s Day Special) 10th May We’ll spend a 7-hour outdoor painting session focused on flowers in bloom, creating a beautiful floral still life inspired by spring. It’s a calm, mindful experience to slow down and enjoy painting in nature. In honor of Mother’s Day (10th May), this special workshop will also include a festive apéro break, making the day feel even more special. In case of bad weather, we’ll paint indoors at the atelier. During the workshop, each participant will create a fully finished 30 × 40 cm oil painting of a floral still life, guided step by step throughout the process. No previous experience is needed. You’ll learn how to: ○ build strong compositions ○ work with natural light and color ○ create depth and atmosphere in your painting ○ complete a finished, expressive artwork All materials are included — just come and enjoy painting flowers. 💐 This workshop is also a perfect Mother’s Day gift — gift certificates are available for purchase, so you can surprise and celebrate your mum with a creative experience. 🕒 Duration: 7 hours | 11:10–18:10 📍 Meeting point: Atelier Rikon, Neschwilerstrasse 19, 8486 Rikon (Zell), Canton Zurich — approx. 30 minutes from Zürich HB by car 📅 Date: Sunday, 10th May (Mother’s Day) 💰 Price: CHF 190 🌸 Language: English & German Spots are limited — reserve yours now! Register here [https://atelier-rikon.ch/oelmalerei-workshop](https://atelier-rikon.ch/oelmalerei-workshop/)
Ultra Wide Angle portrait Workshop with Minh-Ly
Ultra Wide Angle portrait Workshop with Minh-Ly
We'll be shooting Fashion and portraits with Ultra-wide angle lenses with Minh-Ly [Instagram](https://www.instagram.com/minhly_fashion/) The idea is to create unusual fashion and portrait images in the a studio setting. What to bring ?: * Camera + 24mm or wider lens ( I have Sony lenses you can borrow if you have a Sony). Zoom lenses are fine * A drink and a snack to stay powered up * Good mood
Pulp Non-Fiction Storytelling Open Mic Zurich
Pulp Non-Fiction Storytelling Open Mic Zurich
**Storytelling is an art from that has evolved with us over millennia. It is in our DNA to share stories. Let's keep this ancient tradition alive in the funkiest way. Join us for an unforgettable evening where laughter intertwines with the strange and the surreal, as comedian Albert Louw and his extraordinary friends share their most captivating tales!** 👉 [Tickets on Eventfrog](https://eventfrog.ch/en/p/groups/pulp-non-fiction-storytelling-open-mic-zurich-7447274382609654226.html) Gather with us at the ROBIN'S Bar & Coffee. Admission is free, and while donations are appreciated, what's most important is your presence! Reserve your spot now to ensure you don't miss out on a seat. The show will be hosted by local comedian and everyday storyteller [Albert Louw](https://www.instagram.com/laughing_albert/) and feature some of Switzerland’s wide variety of storytellers, each telling true stories from all different kinds of backgrounds.
Deutsch sprechen Niveau B2+
Deutsch sprechen Niveau B2+
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

Artificial Intelligence Applications Events This Week

Discover what is happening in the next few days

Pokémon League Cup Event @Kabooom Comic Shop
Pokémon League Cup Event @Kabooom Comic Shop
Get started in the world of competitive Pokémon at League Challenge and League Cup tournaments. These events are smaller, local events at recognized Play! Pokémon Stores that feature Pokémon TCG. League Cup competitions are a step up from League Challenges—players can expect tougher competitors vying for higher rewards. In Pokémon League Cup tournaments, players can earn season-long rewards, as well as [Championship Points](https://www.pokemon.com/us/play-pokemon/pokemon-events/championship-series/2025/about#championship-points) that go toward earning an invitation to the [World Championships!](https://www.pokemon.com/us/play-pokemon/pokemon-events/championship-series/2025/world-championships) League Cup events are open to all players. Some of these events may have special promotions. While we frequently update our event schedule, we recommend that you check with our [Event Calender ](https://calendar.google.com/calendar/u/0/embed?src=kabooomentertainment@gmail.com&ctz=Europe/Rome) and our [Discord](https://discord.com/invite/XeEKXnk). Constructed Event following the current official [latest regulations](https://www.pokemon.com/us/play-pokemon/about/tournaments-rules-and-resources) All Players have to bring a writen Decklist to be able to participate! Doors Open: 10:30 Start: 11:00 Entry fee: CHF 15.- Please be here 10 - 15 mins prior, so we have enough time to register you. The Tournament Participants will receive a Boosters from the current Set and Price Packs. If you never been at our store before, make sure to have your [Pokémon ID](https://www.pokemon.com/us/account/) ready. **Follow us on:** Facekbook: [www.facebook.com/kabooom.comicshop](http://www.facebook.com/kabooom.comicshop) *Instagram:* [https://www.instagram.com/kabooom_comics/](https://www.instagram.com/kabooom_comics/) Join our Discord community: [https://discord.com/invite/XeEKXnk](https://discord.com/invite/XeEKXnk)
Play Board and Card Games at the Ey Hof
Play Board and Card Games at the Ey Hof
Welcome to our Board and Card Game Event for all kinds of games from fun/leisure games to heavy strategy ones😊 You are welcome to join whenever you feel like it. You don't have to be there at 5pm. Come whenever it's best for you. First timer? No board or card game experience? Not to worry. We are happy to explain every game we play 😊 You are always welcome to bring your favourite games along. We collect no dues at the moment but ask attendees to at least buy a drink in the restaurant where we meet, and not to bring thier own food or drink.
Urban Sketching @ Albisrieden
Urban Sketching @ Albisrieden
< \* \* \* English version below \* \* \* > DE Fürs Wochenende ist gutes Wetter angesagt, also geht es diesmal wieder nach draussen. Albisrieden gehört zu den Quartieren, in denen man noch etwas vom alten dörflichen Zürich spürt: rund um den historischen Kern treffen Fachwerkhäuser, enge Gassen, Brunnen und gewachsene Strukturen aufeinander. Gerade dieser Kontrast macht den Ort spannend fürs Urban Sketching. Treffpunkt: Am Brunnen im Dorfzentrum, direkt beim Ortsmuseum an der Ecke Albisriederstrasse / Triemlistrasse. Bitte bringt euer eigenes Zeichenmaterial und idealerweise einen kleinen Klapphocker mit. Keine Vorkenntnisse nötig. Wir skizzieren rund 2 Stunden, allein oder in kleinen Gruppen, ganz entspannt. Danach treffen wir uns wieder, zeigen unsere Sketches und machen ein Gruppenfoto. Als Leitfaden dienen die Werte der Urban Sketchers: https://urbansketchers.org/de/who-we-are/#mission/ #uskzurich ⸻ EN The forecast for the weekend looks good, so this time we are heading outdoors again. Albisrieden is one of those Zurich districts where you can still sense something of the city’s village past: around the historic centre, timber-framed houses, narrow lanes, fountains and long-established public spaces meet everyday neighbourhood life. That contrast makes it especially appealing for urban sketching. Meeting point: At the fountain in the village centre, right by the local museum (Ortsmuseum) at the corner of Albisriederstrasse / Triemlistrasse. Please bring your own drawing materials and, ideally, a small folding stool. No prior experience required. We sketch for about 2 hours, solo or in small groups, at an easy pace. Afterwards we regroup, share our sketches and take a group photo. As always, we follow the Urban Sketchers values: https://urbansketchers.org/who-we-are/#mission/ #uskzurich
Walk & Connect | Panorama Trail on Uetliberg
Walk & Connect | Panorama Trail on Uetliberg
**[👉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)
Sunday Aerial Yoga: Stretch & Recharge for the Week
Sunday Aerial Yoga: Stretch & Recharge for the Week
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 :)
Rest and Reconnection Circle
Rest and Reconnection Circle
**Deep Rest & Relaxation Circle – Yoga Nidra, Gentle Yoga & Sound Healing** *(By donation – all are welcome)* You’re warmly invited to a nourishing relaxation circle designed to help you slow down, soften, and reconnect with yourself. Together we’ll explore deep rest through gentle yoga, effortless Yoga Nidra meditation (practiced lying down), and soothing sound healing with Tibetan singing bowls — all held in a friendly, supportive circle. This is a space to pause, breathe, and return to your heart, your inner calm, and your natural intuition. **This practice can support:** * Relief from stress, anxiety, and tension * Deep relaxation and nervous system reset * Better sleep * Emotional balance and uplift * Greater clarity, confidence, and creativity * Enhanced intuition * Meaningful, heart-centred connections with others ### What to expect **🌿 Gentle, Nourishing Yoga** Slow, accessible movements to release tension, support energy flow, and reconnect with your body’s wisdom and vitality. **🌙 Yoga Nidra (guided deep rest)** A zero-effort meditation practiced lying down. Yoga Nidra allows the body and mind to fully rest and restore, helping to calm the nervous system, release anxiety, improve sleep, and gently unwind exhaustion and overwhelm. **🔔 Sound Healing** Tibetan singing bowls guide you into deep presence and relaxation. The vibrations support the release of tension, stress, fatigue, and emotional holding, creating an optimal state for rest and self-healing. Everything is provided — just bring comfortable clothes and an open heart. **Contribution:** Suggested donation: **30.–** If cost is a barrier, please contribute what you can — everyone is welcome. **Booking:** Please WhatsApp or text me on **078 246 50 91** to join, as I don’t use Meetup regularly and bookings are managed via WhatsApp. More info: **[www.reconnectiorest.org](http://www.reconnectiorest.org)** I look forward to sharing this peaceful, nourishing time together. With love, **Myriam** 💛
Sunday morning Yoga -- Relax and Recharge (hybrid)
Sunday morning Yoga -- Relax and Recharge (hybrid)
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 :)

Artificial Intelligence Applications Events Near You

Connect with your local Artificial Intelligence Applications community

DotBitz Course Preview & Introduction Session
DotBitz Course Preview & Introduction Session
Join DotBitz for an interactive course preview and introduction session designed for students, parents, and aspiring learners interested in programming and future technology careers. During this session, you will learn about: * DotBitz learning programs and course pathways * How students can start learning programming from an early age * Career-focused learning and mentorship opportunities * Real-world skills students can develop through technology education * Future opportunities in software development and technology careers This event is a great opportunity to explore how DotBitz supports students from beginner learning to career readiness in a structured and supportive environment. ### Event Details 📍 Location: Columbus Metropolitan Library 4500 Hickory Chase Way, Hilliard, OH — Meeting Room 2A 📅 Date: May 18, 2026 🕔 Time: 5:00 PM – 6:00 PM We welcome students aged 9+, parents, beginners, and anyone interested in learning more about programming education and technology career pathways.
Quarterly Community Gathering
Quarterly Community Gathering
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)
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
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.
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.
CBusData - Practical AI for Power BI Developers
CBusData - Practical AI for Power BI Developers
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.
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
Data & Analytics Wednesday - Mapping and Dashboards
Data & Analytics Wednesday - Mapping and Dashboards
**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)