Natural Language Processing
Meet other local people interested in Natural Language Processing: share experiences, inspire and encourage each other! Join a Natural Language Processing group.
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Frequently Asked Questions
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Discover all the natural language processing events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Natural Language Processing Events Today
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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
Walk and Talk – and Coffee
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
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
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/)
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)
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)
Natural Language Processing Events This Week
Discover what is happening in the next few days
🏸🔥 ZFG Sunday Smashes -Social Badminton in Zurich -All Level 💥😎
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! 💪🔥
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** 💛
Rigi Kulm Hike // May 10
Hi all,
This time lets hike to the famous "Rigi Kulm". Its out and back hike.
**Hike is limited to 15 people.** Check Komoot link to see if this hike works for you...
**Date: May 10, Sunday**
Hike starts at: 10:30 am from Immensee train Station
Distance: 16 km
Elevation gain: 1300m
Approx time required: 7 hrs (Possibility to take the Cable car down)
🤩 **Highlights:**
\- View of Lake Zug and Rigi from SeebodenAlp
\- Kessiboden Alpine hut
\- Rigi Kulm Summit
**Joining Etiquette:**
\- To make coordination easier\, join the dedicated whats app group\
\- Finalize your plans until 2 days before the hike\. Last min cancellations are NOT appreciated
**Travel:**
\- By train or car\. You are responsible for your own arrangements
\- In the whats app group\, you can offer your car \- mention exact coordinates where people can meet you\, at what time and if you will charge anything\. You need to coordinate this with others in the group yourself\, I am not involved\.
https://www.komoot.com/tour/2935626891?ref=itd&share_token=aID3dWSAFe2pNtcCpCv1rcRggoDHPfd703mxTdAvwZZxzP7ZJd&ref=its
**Dedicated Whats app group:**
https://chat.whatsapp.com/BnqIDw0AOvqH2wWFLzM7mz?mode=gi_t
Open Sharing Circle & Games 🃏✨ (Deutsch)
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
Tamina Gorge Cave- Bad ragaz-St Gallen
**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
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
Natural Language Processing Events Near You
Connect with your local Natural Language Processing community
American Sign Language Beginners Meetup Group
We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able!
Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!
Saturday Mornings @ East Market
Let's grab some coffee/food and share a morning chat! The East Market has an ample parking lot and outdoor and indoor seating.
Grab a cup of coffee from Winston's Coffee & Waffles or on your way to East Market and meet us on the second floor - table behind or east of the elevator.
Per what this group is about:
"Everyone is welcome! International transplants to Columbus who want to improve language skills, Columbus residents who enjoy talking to people from other countries, and those who would like to discuss international travel and culture, and who enjoy getting together for good conversations."
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.
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
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)
Nature Printing with Gelli Plate - $30
Nature Printing with Gelli Plate
Thursday
May 21, 2026
Join local artist Diana Andrews to explore the process of gelli plates. This hands-on, creative experience is suitable for all skill levels, focusing on creating unique monoprints without a traditional printing press. All materials will be provided, but participants are asked to bring additional leaves.
Class Fee - $30
6PM - 8PM
Location: James Bradley Center, Infirmary Mound Park
Register and pay here: [https://www.lickingparkdistrict.com/269/May-2026](https://www.lickingparkdistrict.com/269/May-2026)
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.













![Digital Detox Café [Relax, Play, Socialize, Craft]](https://secure.meetupstatic.com/photos/event/6/e/f/6/highres_529588406.webp?w=640)
















