Context Driven Testing
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Frequently Asked Questions
Yes! Check out context driven testing events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the context driven testing events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find context driven testing events near your location here. Connect with your local community and discover events within your area.
Context Driven Testing Events Today
Join in-person Context Driven Testing events happening right now
Chitta Walks - Awareness in Motion
Chitta Walks is for people whose days move fast, while the mind never fully lands. Thoughts keep looping even when nothing is urgent. The body moves, but attention is elsewhere. Over time, this disconnect drains clarity and ease.
This walk is a simple reset.
We meet in Berlin’s Tiergarten and walk at a gentle pace. Parts of the walk are in silence, with light guidance and a few short prompts. The walk itself is the practice, bringing body and mind back into the same moment.
No apps. No performance. Just a clear space to slow down and notice what is happening.
If you want to slow down without withdrawing from life, join a Chitta Walk.
✨ **What to expect (approx. 90 minutes):**
* A short arrival and orientation
* A guided silent walk (phones off, no conversation)
* One concise science-based impulse on attention or stress
* Optional reflection in pairs or small groups
* A simple takeaway or experiment for daily life
🚶**Who this is for:**
* Professionals, creatives, and people in transition.
* People who feel mentally busy and want more clarity and balance.
* Those curious about mindfulness, but grounded and practical.
* Anyone comfortable with silence and gentle self observation.
🔔 **Practical notes:**
* Duration: 60-90 minutes
* Wear comfortable shoes and weather-appropriate clothing
* No prior experience needed
* Group size is limited to keep the space quiet and focused
🧭 **Facilitator:**
My name is Partha Sarathi, you can call me PS. I have lived in Berlin for over 12 years. With a background in physics and materials science, my interest in mindfulness grew through personal experience with stress and health challenges. I facilitate the space and structure of the walk, inviting shared exploration rather than instruction.
🤔 **Why Chitta Walks?**
Chitta is a Sanskrit word referring to the mind or field of awareness, used here in a practical, non-religious sense.
Chitta Walks is about noticing how the mind works by slowing down and walking together. Mindful walking makes thought patterns visible in real time, while moving and sensing in the world.
The name points to a simple capacity: noticing what is happening in the mind without immediately trying to fix, judge, or optimize it.
🌿 **Possible effects:**
A calmer nervous system.
Clearer attention.
A felt sense of being more present in your body.
Subtle insights into how your mind reacts under everyday conditions.
A quieter, more grounded way of moving through the city.
**Come as you are. Walk. Notice. Leave with a little more space inside.**
Monthly Book Club Meeting - May
Dear Book Enthusiasts,
For our May gathering, we’ll be reading ***Broken April*** by the Albanian writer **Ismail Kadare**.
First published in 1978, this powerful novel is set in the remote highlands of northern Albania, where life is governed by the ancient Kanun — a strict code of customary law that regulates honor, hospitality, and blood feuds. The story follows a young man who has just committed a killing required by the code and now lives through the brief, suspended days before vengeance inevitably returns. Through this stark and poetic narrative, Kadare explores fate, tradition, violence, and the quiet tragedy of lives bound by inherited laws.
📅 Date & Time: 10.05.2026 at 15:00
📍 Location: Audrey coffee, Holzendorffstraße 18, 14057 Berlin
💬 Fee: As always, a 3 € contribution after the meeting helps cover organization costs
I’m very much looking forward to discussing this haunting and thought-provoking novel with you — and to sharing another thoughtful afternoon together.
Warmly,
Sofya
Sunday Tech Coffee Meetup
Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin.
We are usually inside and to the right. Ask the barista/bartender if you can't find us.
Laughs and Drinks in an Art Gallery 😍
**[Reserve Seats on Eventbrite](https://ComedyinArtGallery.eventbrite.de/?aff=meetup)** **(<= Required for entry)**
**Show starts: 8pm in an upscale Mitte Art Gallery**
The perfect blend of art, humour and socialising!
**Laughing is contagious 😃 and has the power to bond people🙌**
Welcome to an event that deserves your presence. We have booked an Art Gallery in Mitte and are showcasing an english comedy show by Prateek (IG: jazz.comedy) and creative game show that brings people together through laughs and conversations. We will be laughing a lot.
**Event Details:**
Gallery Opens: 7:30pm
Event starts: 8:00pm
Event ends: 9:30pm
This is an English language event.
**Pay what you want (at the end of the show).**
This is not a free show. We just let you decide the price for the show (recommended 8-12 euros per person).
We can't wait to see you there!
**[Reserve Seats on Eventbrite](https://ComedyinArtGallery.eventbrite.de/?aff=meetup)** (<= Required for entry)
**Host/Comedian:**
**Prateek Jajoo (IG: jazz.comedy)**
Prateek's been on the top comedy stages from Comedy Cellar in NYC to the cool clubs across Europe. Now, imagine a show that takes you on a hilarious journey through Asia, New York City, and Berlin, all through the eyes of an immigrant trying to integrate in different cultures as a local.
IG: @jazz.comedy
**Pay what you want (at the end of the show).**
This is not a free show. We just let you decide the price for the show (recommended 8-12 euros per person).
ACX Spring Meetups Everywhere 2026
Let's meet for the [ACX Spring Meetups Everywhere 2026](https://www.astralcodexten.com/p/meetups-everywhere-spring-2026-times) in the Humboldthain!
This will likely be a big meetup, as it was announced by Scott on ACX. From experience, I expect 25–50 attendees.
Humboldthain is good to reach by public transport; the next train stops are S+U Gesundbrunnen and S Humboldthain.
If you’re reading this, you’re invited. Please don’t feel like you "won't be welcome" just because you’re new to the blog, demographically different from the average reader, or hate ACX and everything it stands for. You'll be fine!
I'll buy some snacks; feel free to bring something to share as well. There are also many restaurants around if you get hungry.
Location: Big lawn at the center of Humboldthain — [https://plus.codes/9F4MG9WP+36](https://plus.codes/9F4MG9WP+36)
Contact: Reply to this event, message me here on Meetup, or join the Telegram group below.
Next public toilet: [https://g.co/kgs/bp9nGd](https://g.co/kgs/bp9nGd)
Group Link: [https://t.me/+tVWSc66-0UM5MzA6](https://t.me/+tVWSc66-0UM5MzA6)
Improv Meetup & The Actors Workshop
***Join us for an afternoon of stagecraft on Sundays at DNA. Arts.***
There are *two* workshops - the *Improv Meetup (2.30-4pm)*, and the *Actors Gym (4.40-6pm)*.
**Join us for one, the other, or both!**
*15 euros per workshop, or free to DNA members. Visit the community [here!](https://www.dna-artclub.com/)*
***1) IMPROV WORKSHOP: SUNDAYS: 2.30 - 4pm***
**AIM:**
* *Meet cool people*
* *Perform on stage*
* *Enjoy improv games*
* *Learn to tell short, interesting stories*
* *Build confidence on stage*
**INDIVIDUAL CLASS INCLUDES:**
ice break with warm-up games & exercises to start thinking "scenic"
show games
**YOUR COACH:**
*Roby Dematt has played improv for years. Performs regularly at ImprovWorks and BerlinoItaliaImprov. He´s part of several troups and took part in improv festival and workshops all around Europe.*
***2) ACTING WORSHOP: SUNDAYS: 4.30 - 6pm***
**Welcome to the *Actors Gym*!**
\- a fun\, supportive training ground where actors play\, experiment\, and build their craft\.
*Through engaging games and exercises, you’ll develop core acting skills and bring them to life by performing a short script at the end of every session.*
This drop-in class welcomes both new and intermediate actors eager to learn, stretch, and have fun.
**ABOUT YOUR COACH:**
*Geoff is a dedicated, professional teacher and actor. He is also active as a writer, director and producer of small-scale projects here in Berlin. He loves to meet and work with new actors, and has a real passion for discovering new talent.*
30 min Swim and Coffee 🌅🌊👋☕
**Join us for a swim at Stadtbad Tiergarten Pool (near Hauptbahnhof)!**
Hey everyone,
We are doing a casual non-professional swim. It's an indoor heated (+26°C) pool, and I'd love for you to join us! We'll be gathering for a casual chill 30-minute swim. No need to race or compete, just enjoy the water and calm after completing the swim.
Afterwards we go to a nearby café for coffees and chat, but no pressure to stick around - totally optional!
**Bring**
* swimsuit
* towel
* 1 Euro coin (for a locker)
* ticket (5.50€, buy online or on site)
**Where**
In the entrance hall inside the pool.
Context Driven Testing Events This Week
Discover what is happening in the next few days
Intro to Improv: Presence & Spontaneity
Sundays, 13:00-15:30, May 10-June 28
Class Show: Sunday July 5
Prerequisites: none!
ImprovWorks Berlin is excited to announce our next round of improv comedy courses! We truly believe that everyone can become confident and funny on stage.
Over 8 weekly classes, we explore the principles of comedic improvisation primarily through short-form games. Together, we create a conscious, supportive space where we focus on becoming good listeners, making spontaneous choices, and working together as a team. We’ll empower each other with the “Freedom to Fail,” thereby unleashing our inner creativity. The concepts of presence, agreement, trust, commitment and support are fostered through large and small group exercises.
We’ll also have a ton of fun and make new friends! In the end-of-class show, you’ll get to show off all you’ve learned to an invited audience of family and friends.
Sundays, 13:00-15:30, May 10-June 28
Class Show: Sunday July 5
Spots are limited in these small classes, so sign up soon!
[https://www.improvworksberlin.com/book-online](https://www.improvworksberlin.com/book-online)
🌍 JUST GUTSY — Solo Travelers Meetup (Berlin 4PM local time)
No agenda. No awkward intros. Just good people.
Just Gutsy is a weekly meetup for solo travelers, nomads and locals who love meeting them, a simple way to find your people in a new city.
Who comes:
Solo travelers in transit · digital nomads · curious locals who love meeting travelers
What to expect:
casual and self-led · small group energy · show up, talk to someone, see where it goes
Not sure how to talk to strangers? I put together a set of questions that actually make it easy — find them here: [justgutsy.com/icebreakers](http://justgutsy.com/icebreakers)
The only things you need to do:
→ Comment below so others know you're coming
→ If plans change, update your RSVP
→ When you arrive: comment "Here, [what you're wearing]" so people find you
When & where:
• Every Sunday · 4PM local time
Meetup.com sometimes shows a different timezone — ignore it, it's always 4PM where you are
• Location: in front of the Indischer Brunnen
Join Just Gutsy → [justgutsy.com](http://justgutsy.com/) · Early members get lifetime premium access to the app
Lesen. Schreiben. Teilen.
**Worum geht’s?**
Entdecke die Kraft der Worte – in Gemeinschaft. In dieser offenen Gruppe lesen wir gemeinsam kurze literarische Texte – Gedichte, Mikrotexte oder Auszüge aus längeren Werken – und lassen uns von ihnen zum Schreiben einladen.
Nach dem gemeinsamen Lesen nehmen wir uns Zeit zum Nachdenken und Austausch. Anschließend schreiben wir 20–30 Minuten Seite an Seite – inspiriert von einzelnen Worten, Sätzen oder dem, was uns gerade bewegt.
Im Mittelpunkt stehen nicht handwerkliche Aspekte, sondern das persönliche Erleben, das Gefühl von Verbundenheit und die Funken, die Worte in uns entzünden können – besonders für Menschen, die belastende Erfahrungen gemacht haben, und alle, die auf der Suche nach neuen Perspektiven sind.
Wer möchte, kann am Ende den Text teilen, der während der Sitzung entstanden ist – genauso willkommen ist es, einfach nur zuzuhören. Das Teilen ist immer freiwillig.
**Die Teilnahme ist kostenlos – und ohne Anmeldung möglich.**
**Über die Gruppenleiterin**
**[Ingrid E. Johnson](https://ingridejohnson.com/de)** ist Deutsch-Amerikanerin, Gründerin von RECASAS und Peer-Support-Spezialistin.
Lesen und Schreiben haben ihr selbst durch schwierige Zeiten geholfen. Schreiben in Gemeinschaft bedeutet für sie eine andere Quelle von Kraft und Inspiration – und genau dieses Erlebnis möchte sie ermöglichen.
Mehr Informationen hier:
https://recasas.org/2025/10/01/lesen-schreiben-teilen/
In Zusammenarbeit mit RECASAS, im Rahmen der Sonntagsöffnung der Amerika-Gedenkbibliothek (ZLB), veranstaltet von artecom.
Strandvölkerball (Beach Dodgeball) – Free Fun Social Sport on Sand in Berlin
**Looking for a fun, social outdoor sport in Berlin this summer?** Join us to get to know Strandvölkerball - a German twist on dodgeball played on sand!
**🏐 What is Strandvölkerball**
Strandvölkerball is a **German version of dodgeball played on sand**, combining quick reflexes, teamwork, and a lot of laughs. No experience needed! Most people who join are beginners or haven't played since school. Our ball is very soft!
**📍Central Berlin Location**
We play **weekly games right next to the East Side Gallery** **in Friedrichshain**, one of the most iconic spots in Berlin. It's the perfect setting for enjoying summer evenings, moving in the sand, and meeting new people. You also have a great view of the beautiful Oberbaumbrücke.
**🌞 Weekly Social Games - All Levels Welcome**
* **Mixed games every week during the summer**
* Focused on **fun, movement, and community**
* **Beginner-friendly** – easy to learn, no pressure
* Come solo or bring friends!
* **Check back on the day of the event** \- sometimes we have to cancel due to **heat, storm, or lack of participants**
During the season, some of our training sessions may be reserved for tournament preparation.
**🏆 Friendly Tournaments & Special Events**
We also host occasional **tournaments**, which are still focused on **fun and inclusive competition**. To join a tournament, you should visit at least some of our social games to learn the rules. Please read the tournament descriptions carefully.
🔥 **Season Highlight: The StrandVÖLKERball-WM**
Our biggest event is the **StrandVÖLKERball-WM**, a multi-day festival with:
* Teams from all over Germany
* Great music, good vibes, and lots of high-quality Strandvölkerball games
* Open participation, attend a few trainings, and you'll likely find a team
* Want to start your own team? Awesome! Register at: [strandvoelkerball.de/wm-landing/](https://strandvoelkerball.de/wm-landing/)
**If you have any questions, please don't hesitate to contact us or check our [Website](https://strandvoelkerball.de/).** We can help you with everything, from joining your first social game to finding a team for one of the tournaments.
\-\-\-
**Auf der Suche nach einem unterhaltsamen, geselligen Outdoor-Sport in Berlin diesen Sommer?** Komm zu uns und lerne Strandvölkerball kennen – eine deutsche Variante von Völkerball, die im Sand gespielt wird!
**🏐 Was ist Strandvölkerball**
Strandvölkerball ist eine deutsche **Variante von Völkerball, die im Sand gespielt wird** und schnelle Reflexe, Teamwork und jede Menge Spaß vereint. Keine Vorkenntnisse erforderlich! Die meisten Teilnehmer sind Anfänger oder haben seit ihrer Schulzeit nicht mehr gespielt. Unser Ball ist sehr weich!
**📍Mitten in Berlin**
Wir spielen wöchentlich **direkt neben der East Side Gallery in Friedrichshain**, einem der bekanntesten Orte Berlins. Es ist der perfekte Ort, um Sommerabende zu genießen, sich im Sand zu bewegen und neue Leute kennenzulernen. Außerdem hat man einen tollen Blick auf die schöne Oberbaumbrücke.
**🌞 Wöchentliche Community Games - Alle Spielstärken willkommen**
* **Jede Woche im Sommer gemischte Spiele**
* **Spaß, Bewegung und Gemeinschaft** stehen im Vordergrund
* **Anfängerfreundlich –** leicht zu lernen, kein Druck
* Komm alleine oder bring Freunde mit!
* **Schau am Tag der Veranstaltung noch einmal vorbei** – manchmal müssen wir aufgrund von **Hitze, Sturm oder zu wenigen Teilnehmern** absagen.
Während der Saison können einige unserer Trainingseinheiten für die Turniervorbereitung reserviert sein.
**🏆 Freundschaftsturniere & Sonderveranstaltungen**
Wir veranstalten auch gelegentlich **Turniere**, bei denen der **Spaß und der integrative Wettkampf** im Vordergrund stehen. Um an einem Turnier teilzunehmen, sollten Sie mindestens einige unserer Community Games besuchen, um die Regeln zu lernen. Bitte lesen Sie die Turnierbeschreibungen sorgfältig durch.
🔥 **Saison-Highlight: Die StrandVÖLKERball-WM**
Unser größtes Event ist die **StrandVÖLKERball-WM**, ein mehrtägiges Turnier mit:
* Teams aus ganz Deutschland
* Toller Musik, guter Stimmung und vielen hochkarätigen Strandvölkerball-Spielen
* Offene Teilnahme – Nimm an ein paar Trainingseinheiten teil und du wirst mit Sicherheit ein Team finden!
* Möchten Du dein eigenes Team gründen? Super! Registrier dich unter: [strandvoelkerball.de/wm-landing/](https://strandvoelkerball.de/wm-landing/)
**Wenn Du Fragen hast, zöger bitte nicht, uns zu kontaktieren oder unsere [Website](https://strandvoelkerball.de/) zu besuchen.** Wir helfen dir gerne weiter, vom ersten Community Game bis hin zur Suche nach einem Team für eines der Turniere.
Biesenthaler Becken: Hike through Glacial Lands Carved in Ice Age
***Discover a diverse landscape of open fields, lakes, forests & creeks while listening to the birds singing and the water murmuring.***
**HOW DO I JOIN THIS EVENT?**
Click on link below to get complete info and to sign up for this event by getting your ticket.
[https://urbanaturetravel.com/event/biesenthaler-becken-hike2026](https://urbanaturetravel.com/event/biesenthaler-becken-hike2026)
**SPECIAL OFFER FOR NEW USERS**
* 10% New User Discount using promo code: **MEETUP10**
* Valid for this trip or any other trips available on our website.
**WHY GO?**
Join us as we explore the ancient landscape of Biesenthaler Becken, a region well-known for its rich biodiversity and breathtaking scenery. Take a break from the humdrum of city life and immerse yourself into the serenity of sprawling forests, meadows with wildflowers, and the company of little forest animals and migratory birds.
The trail starts from the former agricultural town of Biesenthal where you will meander through beautiful open fields with views of the Streesee lake before stopping for a picnic lunch break. Then, you will continue on towards the Biesenthaler basin to explore its glacial landscape dating back to the Ice Age. Enjoy a photo stop at the stunning Lake Hellsee and finally, toast to a great hike at a beer garden on the banks of the Obersee Lake.
**TRIP DETAILS**
**Meeting Location & Time:**
* Option A: Berlin Central Train Station (Berlin Hbf) at 9:30 am
* Option B: Biesenthal Bahnhof[ ](https://maps.app.goo.gl/BP6msv5NN99yBNva8%20%22https://maps.app.goo.gl/BP6msv5NN99yBNva8%22)at 10:45 am
**Finishing Location & Time:**
* Option A: Berlin Central Train Station (Berlin Hbf) at 5:30pm
* Option B: Bus stop Lanke, Dorf at 4pm
**Hiking Distance:** 13 km walking, 5 hours from start to closing, multiple break times
**Hiking Difficulty:** Easy – Walking on marked paths / dirt roads, mostly flat terrain, relaxed pace
**Kid Friendly:** Yes
**What is Included?**
* Community Leader & Guide for the entire duration.
* Transportation to and from Berlin (based on the ticket option selected).
* Access to Google photos album dedicated for this trip for sharing all your amazing pics & videos from the trip.
* Access to a WhatsApp group for confirmed participants.
**Note:** Please contact us immediately if you do not have WhatsApp & we can make alternate arrangements from our end to ensure you do not miss out on any communication.
Please do join our WhatsApp / Telegram channel for updates about our future trips including possible early bird discounts, contests etc.
1. [WhatsApp Channel](https://go.unt.global/travelgroup)
1. [Telegram Channel](https://t.me/urbanaturetravel)
Empathy Game - May
Über uns
Hello, Berlin!
We're Mindful Mingle, a cozy corner in our bustling city dedicated to heartfelt conversations. A place where you're not just another face in the crowd, but a valued member of a caring community. Mindful Mingle welcomes openness and emotional honesty.
**\*\*\* READ BEFORE ATTENDING \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\* \*\*\***
\#\# 🌿 Mindful Mingle Community Guidelines
Creating a space for real conversations, mindful connection, and mutual respect
These guidelines are here to help us keep our gatherings safe, supportive, and enriching for everyone. Please read them before attending an event.
\#\# 💛 1\. Come as You Are
This is a space for real people, not perfect ones. Whether you’re having a great week or a rough day, you’re welcome here. Just be yourself, no masks needed.
\#\# 🗣️ 2\. Listen with Empathy
When someone shares, listen with your full attention and an open heart. Avoid interrupting or offering unsolicited advice. Sometimes, the most powerful support is simply being present and listening.
\#\#\# 🤝 3\. Respect Confidentiality
What’s shared in the circle stays in the circle.
Trust is the foundation of this group, please don’t repeat or post about anyone’s personal experiences outside of the meetup.
\#\#\# 🧘 4\. No Judgment\, No Fixing
Everyone’s experience is valid. This isn’t a space for therapy or debate, but for compassionate sharing. Let’s honor each person’s truth without trying to “fix” or analyze it.
\#\#\# 🌍 5\. Diversity Is Our Strength
We celebrate people of all backgrounds, beliefs, and identities. Discrimination, harassment, or exclusion of any kind will not be tolerated.
Bring curiosity and kindness, we learn so much from each other’s perspectives.
\#\#\# 🕊️ 6\. Honor the Flow
Please arrive on time if you can, and stay as long as feels right. Our events are flexible, but being punctual helps maintain the shared rhythm and presence in the group.
\#\#\# 📍 7\. Be Mindful of Space and Time
Keep introductions and sharing brief so everyone has a chance to speak.
If you’re speaking, take a breath, and make room for others. If you’re quiet, know that your presence still matters deeply.
\#\#\# ☕ 8\. Kind Curiosity Over Critique
It’s okay to disagree, that’s part of rich conversation. But let’s do so mindfully, with respect and empathy. Ask questions to understand, not to challenge.
\#\#\# 🌸 9\. This Is a Shared Space\, Not Therapy
Mindful Mingle is about community and connection, not a substitute for therapy or crisis support. If you’re struggling, please know you’re not alone and professional help is always encouraged. We’re here to listen and care, not to diagnose or treat.
\#\#\# ✨ 10\.
A Final Note
Mindful Mingle is a living community, these guidelines grow with us.
By showing up with kindness, honesty, and openness, you help create the safe, heartfelt atmosphere that makes this group special.
Thank you for being part of it. 🌿
From S Friedrichshagen to U Hönow (16 km; fast speed: 5.5 km/h)
During this hike, we’ll take a look at what has changed over the winter (in case you joined us on this hike last year on 3 October). As in autumn, we will meet at Friedrichshagen S-Bahn station (on the platform, east exit) and start the event with an ice cream from a famous ice cream place on Bölschestraße. Then we will hike through the Erpetal, across woods and fields, into the outer districts of Berlin (https://www.komoot.com/tour/2936165603).
If you don't like ice cream, please arrive at the S-Bahn station Friedrichshagen at 13:30 am instead. We will pick you up at the corner of Fürstenwalder Damm and Dahlwitzer Landstraße. To the north-east of the station, there is an area with benches and a toilet. On Google Maps, the toilet is indicated as 'Berliner Toilette S-Bahn'. We will pick you up at this spot.
If you need to contact other participants during the hike (for example, to find out where to meet us if you are running late), please use the Signal group link that I will send to all participants via private message three hours before the hike. This timing is intended to prevent non-participants from misusing the link for unwanted advertising, which has happened in the past. Signal allows us to share our locations during the hike without involuntarily forwarding this information to the intelligence services of authoritarian or non-authoritarian states, but unfortunately the location sharing function does not include tracking, i.e. no continuous updates.
For all other purposes, especially socialising and posting photos, please use the Telegram subgroup 'Event Chat & Photos': https://t.me/addlist/KAOk2PA4BDE0ZTY8 .
The hike will take place if at least 6 people sign up. As long as there are more than 6 people, you can sign up and cancel as many times as you like. If there are 6 or less people, please avoid cancelling, as this might make the other participants feel insecure about whether the hike will take place (or whether there is something wrong with the hike and they should cancel as well --> Matthew effect - Wikipedia). If there are less than 6 participants, the hike will also take place unless the majority of the participants are in favor of canceling the hike.
Context Driven Testing Events Near You
Connect with your local Context Driven Testing community
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
CONNECTED Westerville Mastermind Group
Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.
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.
Connected Westerville Night of Networking!
Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"
Christians in Tech - Meetup #35 @ Improving
Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you.
Our Website
[https://linktr.ee/citcbus](https://linktr.ee/citcbus)
Sponsors and Partners
* Improving (Venue Sponsor)
* Bethel World Prayer Center (Fiscal Sponsor)
* Fruits & Roots (Coffee Partner)
Contra dance May 16 (First Unitarian Universalist Church) note new time!
# **Saturday, May 16, 2026**
**Beginners’ Session 1:30 to 2:00 PM**
**Dancing 2:00 to 4:30 PM**
**Please note that this is an afternoon dance!**
**You are invited to join us for dinner at Olive and Lime (in the church’s back parking lot) after the dance.**
**Kim Thompson, from Athens, will take the mic and we’ll dance to the music of Roscommon Sessions. Kim will lead us through a variety of old and new dances that welcome newbies and delight experienced dancers.**
**Roscommon Sessions, a traditional Irish music quartet from Columbus, Ohio, began their musical journey centered around the energy and spontaneity of Irish sessions. They are excited to bring their lively jigs and reels, a couple of flowing waltzes, and the occasional musical surprise to the All Soles contra dancers!**
**Roscommon Sessions is Steve Steele (guitar), Jim Lindroth (percussion), Carol Metheny (fiddle) and Sarah Sigmon (fiddle).**
**We hope to see you dancing!**
**Location: First Unitarian Universalist Church, 93 W. Weisheimer Road, Columbus, OH 43214.**
**Cost is $10 for adults, $5 ages 12-25.**
**New to dancing? A beginners’ session, from 1:30 to 2:00 PM, will get you started. You will learn some basic figures that will be repeated in the afternoon’s dances. All dances will be taught and no partner is needed. Dancing is from 2:00 to 4:30 PM.**
**Please bring your own refillable water bottle.**
**All Soles Dance upcoming dance dates are, as follows:**
**June 20, 2026**
**Tentative:**
**July 25, 2026–Summer Potluck and Dance**
**No August Dance**
**September 26, 2026**
**October 17, 2026**
**November 21, 2026**
**December 19, 2026**
**Visit our website at: https://firstuucolumbus.org/connection/all-soles/**
Building Momentum: From Ambiguity to Execution
**Building a great product is one thing—building momentum behind it is another.**
Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations.
In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch.
You’ll walk away with insights on how to:
* Build and sustain momentum across teams
* Adapt to changing priorities without losing direction
* Scale products thoughtfully in complex environments
Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward.
Come connect, learn, and swap stories with fellow product professionals.
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Food and drinks will be provided by Switchbox, our generous host.
Free parking will be available at the front and back sides of the Switchbox Office.
























