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Frequently Asked Questions
Yes! Check out architecture events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the architecture events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find architecture events near your location here. Connect with your local community and discover events within your area.
Architecture Events Today
Join in-person Architecture events happening right now
Language Exchange
Join us for the weekly Language Exchange! đ
Language Exchange WhatsApp Chat
https://chat.whatsapp.com/C36TAgOl8Ei5qsWMNPZpHU
Join the weekly Language Exchange (every monday) to work on your language skills, socialize and meet cool and open people.
đĄHOW DOES IT WORKđĄ
1. Come to the location (for Spring and Summer the event will take place on a outside)âď¸đš
2. The Event Host will greet youđ¤đ˝đ¤đž
3. Choose the language flag that interests you and speak the language of the flagđŞđ¸đŹđ§đľđšđŽđšđŠđŞđ¨đđŤđˇ
4. Start talking with people around the world and improve your language skillđŞđ˝đ
Becoming an AWS Advanced Partner (AWS UG NĂźrnberg 05/26)
**Hey fellow AWS enthusiasts! â¨**
May is all about AWS Partnership! Not a usual topic you hear about at User Groups. So we are more than thrilled to hear about **Deepika Tomar**'s journey as the AWS Cloud Lead at HWS Gruppe on pathing the way for her company to become an AWS Advanced Partner.
Thanks to our friends at **[codecentric NĂźrnberg](https://www.codecentric.de/standorte/nuernberg)** for sponsoring the event with food and drinks and opening their wonderful offices for us!
**đ Tonight's Agenda**
19:00 - Welcoming
**19:15 - Talk by Deepika**
20:00 - Food, Drinks & Networking
Looking forward to seeing you đđť
[Nora](https://www.linkedin.com/in/nora-schoener/) & [Frank](https://www.linkedin.com/in/frankprechtel/)
\-\-\-
The talk ⤾ď¸
**From AWS Registered to Advanced Tier in 2 Years: Practical Lessons from the Field**
In this session, I will share how we progressed from AWS Registered Partner to Advanced Tier within two years, focusing on real-world actions that made the difference.
I will walk through:
How AWS Summit connections and community engagement helped shape our partner strategy
Building impactful customer case studies and completing the FTR (Foundational Technical Review) successfully
How to identify and generate opportunities using the AWS Partner Portal
Practical use of POC funding and Marketing Development Funds (MDF) for business growth and employee enablement
Key learnings from attending AWS events, webinars, and partner programs
This session is intended for AWS partners who want a practical roadmap to accelerate their growth in the AWS ecosystem.
The speaker⤾ď¸
**Deepika Tomar, Lead AWS Public Cloud @ HWS Gruppe**
AWS Community Builder with 14 years of experience in cloud computing, infrastructure management, and database solutions â I've built a career around turning technology into a lasting competitive advantage. Today, I lead an AWS team driving cloud migration, infrastructure modernization, and a reimagined approach to customer service. This work recently reached a milestone with our organization achieving AWS Partnership status.
Whether shaping IT strategy or bridging cross-functional teams, my focus remains constant: harness technology to deliver real business outcomes, streamline operations, and build a governance foundation that grows with the organization.
\-\-\-
**Please note:**
At the event, photos and videos will be taken for marketing purposes both by our hosts and our location sponsors.
We try to offer a hybrid experience by providing a video stream of the talk. There will be no recording published after the event. Please also keep in mind, that we try our best effort to provide a good streaming experience. We don't offer a professional stream, so delays, technical issues or other interference are a matter to be tolerated.
CHANGE Conference: AI+Humans
### ***If AI reinvents work â how do we ensure people are not left behind?***
Artificial intelligence is rapidly transforming how organisations recruit, structure work, and develop talent. The future of work will not be defined by AI alone, but by how effectively organisations align technological innovation with human capability, responsibility, and opportunity.
The Zurich edition of **CHANGE**, Bevel ONâs social sustainability platform, brings together leaders from business transformation, human resources, consulting, technology, and sustainability to examine how organisations can navigate this transition responsibly and strategically.
At the same time, the event will address a critical social sustainability challenge: how to ensure that technological progress expands opportunity rather than widening inequality. Companies that successfully combine AI adoption with inclusive talent strategies, continuous learning, and human-centred leadership will be best positioned to build resilient organisations and trusted brands.
## **Agenda Overview**
**Location:** [Marriott Zurich Hotel](https://www.marriott.com/en-us/hotels/zrhdt-zurich-marriott-hotel/overview/)
**16:30 â Doors Open**
**17:00 â 17:15 â Welcome Speech**
**17:15 â 18:00 â Panel 1: Workplace Transformation**
**Human-Centred AI as a Leadership Responsibility**
This panel explores how AI is reshaping organisational structures and leadership accountability, focusing on how companies measure impact beyond efficiency and integrate the human dimension into AI-driven transformation, including ESG alignment, governance, and reskilling responsibility. Topics include: integrating AI into sustainability frameworks, future of roles and skills, organizational responsibility for learning & development in AI.
**Speakers:**
* [Liza Engel](https://www.linkedin.com/in/liza-engel-lambert/), Chief Sustainability Officer, Deloitte
* [Antonio Calco Labruzzo](https://www.linkedin.com/in/antoniocalcolabruzzo/), SVP People & Culture Arcera GenMed
* â[Dave Drodge](https://www.linkedin.com/in/davedrodge/), Group Lead Digital Transformation, Roche
Moderator: [Dr Tanja Collavo](https://www.linkedin.com/in/tanja-collavo/), Senior Programme Manager, Cambridge Institute for Sustainability Leadership
**18:00 â 18:15 â Break**
**18:15 â 19:15 â Panel 2: Workforce Reinvention**
**Employment Opportunities in an AI-driven World**
This panel focuses on how organisations can support workforce adaptation in the age of AI, addressing AI-driven recruitment, emerging vs. disappearing roles, bias and inequality in AI systems, and how businesses can use AI to augment human potential rather than replace it. Topics include: augmented work, the rise of agentic AI, data gaps, evolution of recruitment principles.
**Speakers:**
* [Milo Honegger](https://www.linkedin.com/in/milohonegger/), Director AI Value, Oracle
* [Patricia Ferreiro](https://www.linkedin.com/in/patriciaferreiro/), Field Technical Advisor AI, Databricks
* [Antonio Trifilo](https://www.linkedin.com/in/antonio-trifilo/), Senior Software Engineering Leader at Cisco AI-Ops
Moderator: [Inna Malaia](https://www.linkedin.com/in/inna-malaia/), Founder, Bevel World, Managing Director, Bevel ON Association
**19:30 â 21:00 â Networking Reception**
Bringing together executives, workforce strategists, and technology experts, **AI + Humans: Designing the Future Together** offers a forward-looking dialogue on how organisations can integrate artificial intelligence with human potential to shape a more resilient and inclusive future of work.
## **Tickets**
Your donation-based ticket of **CHF 80** supports Bevel ONâs social non-profit mission to create professional pathways for displaced professionals and talents in transition.
This event is proudly sponsored by Marriott International, hosted at the Marriott Zurich Hotel, as part of Marriottâs global *Serve 360* initiative â âDoing Good in Every Direction.â
If youâve ever asked yourself, **âWhere can I truly make a difference?â** â this room is full of the answers.
**See you in Zurich.**
Nature Coaching Session
đż **Imagine finishing a peaceful walk in nature⌠feeling lighter, clearer, and deeply connected to yourself again.**
If something inside you is asking for space, clarity, or an emotional reset, this session may be exactly what you need.
If youâve been feeling overwhelmed, stuck, or disconnected from your inner calm, this Nature Coaching Session offers a gentle space to pause and realign.
This is a **1:1 guided coaching walk in nature**, designed to help you slow down, reconnect with yourself, and hear your inner voice again.
Nature has a powerful way of softening the mind and opening deeper awareness. During our walk, you may experience:
⢠releasing built-up stress
⢠quieting the mental noise
⢠moving from overthinking into embodied presence
⢠accessing new perspectives and insights
⢠feeling grounded, supported, and more like yourself again
***You donât need to prepare anything, just come as you are.***
Depending on what is alive for you, we may explore topics such as:
⢠finding clarity around a personal or emotional situation
⢠reconnecting with your inner voice and intuition
⢠navigating life transitions or uncertainty
⢠reducing overwhelm or anxiety
⢠identifying and shifting limiting beliefs
⢠cultivating deeper presence, self-trust, and inner peace
This is a **safe, compassionate space** where you can speak openly, reflect, and reconnect with what truly matters to you.
### How the session works
đż We meet in a beautiful natural location in **Zurich Seebach** (exact spot shared after booking).
đż The session lasts around **60 minutes**.
đż We walk at a relaxed pace â itâs not about distance, but about **presence and connection.**
đż During the walk youâll receive gentle guidance, reflective questions, grounding practices, and intuitive coaching support.
đż **This session is offered on a donation basis.**
Youâre invited to contribute an amount that feels aligned for you, based on the value you receive and what youâre able to give.
***Payment can be made after the session (cash or Twint).***
Yoga & Small-Group Networking
**Yoga. Pause & Connect** is a welcoming evening in Zurich for people who enjoy an active and **mindful lifestyle** and value **meaningful connections**.
We begin with a **Hatha Yoga** practice designed to help you recharge, release tension, and clear your mind after the day.
Afterwards, stay for **relaxed networking time** â an opportunity to meet like-minded people and build genuine connections in a comfortable small-group setting.
Networking takes place in the cozy chill area, where you can sit, unwind, and enjoy hot beverages or non-alcoholic drinks.
đ **Location:** ANNTIN Wellbeing Studio https://maps.app.goo.gl/NpvNASsiANp6w7128
đ **Date:** Monday, 11th May 2026
â° **Time:** 18:00 â 19:00 Yoga; 19:00 - 20:00 Networking
đ° **Cost:** 29 CHF (Yoga session - open level, beginners welcome).
Spots limited to 16 participants â please reserve your spot with payment **TWINT +41 791977702**. Please sign up only if you are certain you will attend â no refunds policy.
You are welcome to join **both parts of the evening**, but itâs also perfectly fine to come **only for the yoga practice or only for the networking part**.
To stay up to date join the WhatsApp group đż [https://chat.whatsapp.com/JjcN8KKelJ7L5kNT40j6vT](https://chat.whatsapp.com/JjcN8KKelJ7L5kNT40j6vT)
Afro Workout Dance Fitness Class
Hi there! Iâm happy you have come across **Afro Dance Fitness classes**!
Are you interested in group fitness (all levels) or dancing, Afrodance and Working out in a group of likeminded women to Afrobeats music, then this is for you!
Afro Workout is an Afrodance inspired Dance Fitness Class in ZĂźrich that combines dynamic dance moves and intensive Workout to Afrobeats.
Similiar to Zumba but to Afro music including dance movement, fitness and sculpt.
Afro is all about Good Vibes! Expressing a joy of living, to be confident and feel good in your body.
Classes take place **every Monday from 7-8 pm** in ZĂźrich Altstetten.
For all levels! You donât have to be a dancer or a fitness geek. Party, Dance and sweat with us to Afrobeats!
First class is always free for first timers!
Sign up for the FREE class
[Free class](https://afroworkout.as.me/free-class)
Please always sign up and RSVP to every class, via Meet up Event, [Email](vanessa@afroworkout.com) vanessa@afroworkout.ch, DM on Instagram or Sign up link on Website.
There will be always more people in a class then shown on Meet up. Donât hesitate to sign up via above mentioned channels.
Canât wait!
Check daily updates and classes on [Instagram](https://instagram.com/afroworkout.ch?igshid=YmMyMTA2M2Y=)
Website for more information and class info
[www.afroworkout.ch](https://www.afroworkout.ch)
Move, Dance and Stay Fit to Afrobeats!
Architecture Events This Week
Discover what is happening in the next few days
FORE ZĂźrich | Immobilienstammtisch
**đ˘ Einladung zum FORE ZĂźrich Immobilien-Stammtisch đĄđˇ**
Liebe Immobilien-Enthusiasten
Wir laden euch herzlich zum nächsten **FORE ZĂźrich Immobilien-Stammtisch** ein! đ Egal, ob ihr Investoren, Entwickler, Architekten oder einfach an der Zukunft der Immobilienbranche interessiert seid â unser Stammtisch bietet die perfekte Gelegenheit fĂźr Austausch, Networking und spannende Diskussionen.
**đ Location:** ZĂźrich tbd
**đ
Datum & Uhrzeit:** 14.05.2026 ab 19:00 Uhr
**Was euch erwartet:**
â
Informelle Gespräche ßber aktuelle Trends & Entwicklungen in der Immobilienbranche
â
Networking mit Experten & Gleichgesinnten
â
Ideen, Insights & Inspiration fĂźr eure eigenen Projekte
Lasst uns gemeinsam Ăźber die Zukunft des Immobilienmarktes diskutieren und neue Perspektiven entdecken. Wir freuen uns auf einen inspirierenden Abend mit euch!
Beste GrĂźsse
Euer FORE-Team (Elisabeth, Loic & Andreas)
Connection Space WELCOME HOMEâ¤ď¸Meet FRIENDSđFrau Gerolds ROOFTOP! Speedfriend
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**â¤ď¸ WELCOME HOME** **â¤ď¸**
* **See** **[VIDEO & PHOTOS](https://photos.app.goo.gl/o476bvQ6ZC8CGhG57)** of previous events
* **Join** our **Whatsapp** with zero-spam promise [https://chat.whatsapp.com/G01nWpon13VB0gebrqFmfx?mode=gi_t](https://chat.whatsapp.com/G01nWpon13VB0gebrqFmfx?mode=gi_t) (if link does not work please open via laptop's browser on https://web.whatsapp.com/ )
* **Join** our **[INSTAGRAM](https://www.instagram.com/wearetheconnectionspace/)**
* **Testimonials** (scroll to "photos" section to read testimonials)
*"The best event I know on Meetup to connect to new friends."*
*"First participation, an evening to remember!"*
*"So far in 7 years this is the first time I see a really good organised event!"*
*"Mega schĂśn"*
*"I was positively surprised. They organized everything so well; I met some interesting, friendly people. I highly recommend it"*
*"Great! Everything excellent, super organized... lots of people. Great atmosphere"*
*"Had a blast!"*
*"I am really grateful for the warm atmosphere, inspiring moments"*
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**why? Offline fun meaningful connections** with new **friends** for
free! That's what we truly desire and makes us happy and healthy!
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**how? No "forced" process, only optional fun activities**! In today's event we will have:
* New-comer area (never was easier to spark a conversation, with ice-breakers, optional for first time attendees)
* fun social games
* mindful games
* or simply join the great vibe and talk to anyone anytime! đ
* 20:00 Speed-friending - guaranteed process to meet new people while having fun, with moderator
* 20:30 Slow-Friending (separate room) more time to connect & deeper connection
**where?** join **[WHATSAPP](https://chat.whatsapp.com/G6tZE1VcDBc672BzxOh4XG)** where we will post the exact location of our tables on the same day of the event (look for "pinned" message). Or just come and find Christos wearing [this hat](https://photos.google.com/share/AF1QipMse15UzdSJkJB9Tygbr0j3D9VEX1XBua4p0c33ysAJpE3vywTxIJ7hY0n4YtNc7w?key=UEhJR042X0tsQXBoZzB0QmgzSGhCU3R0QUdCQjJn) on the rooftop or call him on 0768175380
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**weather?** Event takes place rain or shine (we got ultra rain-protected areas for all)
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**coming late?** we got many people until closing at 00:00 so come whenever!
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**coming solo?** 95%+ do too - perfect place to come solo!
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***MORE INFO? Read on...***
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**ABOUT US:**
**Why?** **fun** **offline meaningful connections**! Have **fun** meeting **new friends** & **existing friends** thus building your **community.** Its scientifically proven that **offline** **human connections** make us **happy** and **healthy** (more on this below)
**Where?** at the **rooftop** of ZĂźrich's most famous and beautiful **garden** \- Frau Gerolds garden\!
**How?**
**Disconnect** your phone & Connect with people in a **free** and **super-fun** event! These recurring events create a "fixed" community without any specific reasons for connection (like interests, genders, age or countries). **Everyone is welcome**! The event is that **simple**đ
* đ´NEW: beautiful **rooftop** in most beautiful **garden** in central ZĂźrich that comes with its own bar
* **đĽ** **New comer area** for first-time-atendees with ice-breaker questions (optional area, in case you want to talk to first-time attendees)
* đ **meet like-minded** **friends** by **voting** your favorite discussion topics - the top 5 will be turned into topic-based tables!
* đ **Fun social games** (read game names below)
* **đ˛ Mindful Connection Games** from [The School of Life](https://www.theschooloflife.com/shop/?_product_type=games-card-sets) with games and questions that go deeper in connection (game names below). Grab a game and start playing.
* đŹ or simply **hang-out** and **meet new & old friends** **without** a process
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**IMPORTANT:**
* **Why so many options above for connection?** We always have: a first-timer area, Fun social games, Mindful games, ice-breaker questions or simply just talk freely to anyone. Often we add: Speed-friending and a Music jam. We believe **you are unique** and each of us prefers different ways of connection. Also we want to provide an opportunity for everyone to try something new
* **Easy and "Safe":** We have the whole location reserved for us so its safe to open up and meet new friends (unlike bars in ZĂźrich where people find it strange if strangers talk to them). Christos and volunteers will also help with connection. Read more info below.
* **Christos** (see [PHOTO](https://photos.app.goo.gl/pdtVaVGCyDEJ28uE8)) and our co-organisers will be wearing name budges and will aim to **welcome** **everyone.**
* **Thank YOU** for being so open in meeting new people and making 50+ events with 7500+ attendees in 2.5+ years happen!
* more info via our **[LINKS](http://linktr.ee/connectionspace)**
* Yes YOU are **good** & **courageous** for looking for new fun connections!
* 95% of people come **solo** \- you can tooâ¤ď¸
* Everyone is in same situation and you ll be surprised how **friendly people** are â¤ď¸
* Come **early** though **later** also ok as many people there **until 00:00**
* **It works**! We heard of many new friendships, living together and even getting a new job
* For **volunteering** for free please msg Christos 0768175380. We can provide free drinks for your service
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**TIPS on HOW TO CONNECT:**
* **Look out for a good smile/vibe** in a person/group of 2-3 people and say "Hi my name is xxx, can I join?".
* **Try something different** (person, game, table, activity) often until you find **fun** **quality connection**
* **Ask** **Support:** we understand going out to meet friends can be a stretch. We make this easy with a fun and safe event. Also you can ask for help from our clearly communicated (see photos of this event) "**People Connectors**" who can help you discreetly to connect with others
* **Invest time**(not quickly just come by) as friendships are an investment
* **Come back**: big turnaround, people come randomly at each event, so you never know who you ll meet
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**ABOUT US:** **(in detail)**
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**WHY Connection Space**?
* ... we â¤ď¸ **uniting people** while having **fun!** We make the world better by enabling **fun quality offline connections** & building **community!**
* ... we truly believe **Human Connections** is what we truly **deeply crave** for and what we truly **need** so we can be **happy** and **healthy**! This is proven by data in [ANCIENT HISTORY](https://www.youtube.com/watch?v=Kg_47J6sy3A), in [MODERN HISTORY](https://www.kiltrohealth.com/blog/blue-zones-social-connection-the-secret-to-longevity-and-well-being) and also scientifically proven by [HARVARD ](https://www.youtube.com/watch?v=8KkKuTCFvzI)in an 87 year old study. Yes this makes you [HEALTHY](https://www.scientificamerican.com/article/relationships-boost-survival/#:~:text=Overall%252C%2520social%2520support%2520increases%2520survival,%252Da%252Dday%2520smoking%2520habit) and is what you really need - the other things are not as important as society tells you.
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* **WHAT is Connection Space?**
Imagine a co-working space where everyone is with headphones, laptops, mostly being 'alone' all day ...
or a cafe/restaurant/bar where pretty much all people talk to people they already know..
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The **"Connection Space"** is exactly the opposite of that; its a **fun** social environment outside family and work, a cultural exchange, where we **unite** and hangout with **new and old friends** as **one community**.
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Thats it.
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No to phones, laptops, zoom-calls, books
No to a specific reason to get together (eg. only for specific hobbies, genders, age groups, languages etc)
No to just talking to your friends
Not a dating, not a party, not an expat-only meetup
NO to division (political racial gender etc)
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Yes to simple and real in-person connection with new and old friends
YES TO FUN! We got many optional activities for you to try out
Yes to feeling like home & come as you are
Yes to unity, love and respect for one another
Yes to eating, drinking and music
Yes to everyone-is-welcome & always-free events
YES to UNITY! Getting along with each other in spite of different opinions
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Our events are **inspired** by the Greek village culture of "[ÎÎąĎξνξίο](https://en.wikipedia.org/wiki/Kafenio)" (village coffeeshops) with photos [HERE](https://www.google.com/search?sca_esv=569660528&sxsrf=AM9HkKlXnclaLfgcockKtdr9qHdmD5jaGw:1696060562834&q=greek+%CE%BA%CE%B1%CF%86%CE%B5%CE%BD%CE%B5%CE%B9%CE%BF&tbm=isch&source=lnms&sa=X&ved=2ahUKEwi52fX67dGBAxXnlf0HHZNiBHUQ0pQJegQICRAB&biw=1460&bih=913&dpr=2). When myself Christos was a kid, my granddad took me to these "[ÎÎąĎξνξίο](https://en.wikipedia.org/wiki/Kafenio)". Every neighbourhood had one, and people met, without an exaggeration, on a daily-basis. It was the community center of the village. People met new and old friends, played games, socialised, ate snacks, drank coffee and ouzo. It was a very friendly, welcoming and homey environment. Unfortunately this concept is rapidly dying in Greece. As a kid I had extremely good memories of these coffeeshops, and for this reason I am passionate to revive and recreate this environment and also add a modern twist. Hope you enjoy it!
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* **WHAT is NOT Connection Space? NOT** a drinks or party event (responsible drinking only, no shots, no free drinks). **NOT** a dating event. **NOT** foreigners-only, but everyone is welcome
* **What KIND of event is this?** Its a mix of **social** and **cultural event** that build **community**. We have many people from so many different cultures socialising, we promote culture with events with Art exhibitions and Live Music and we also revive the social culture of the Greek traditional village coffeeshop (ÎÎąĎξνξίο - read more above).
* **WHO?** Wir wollen gerne mehr **Schweizer/innen** dabei haben! Alle sind willkommen und die meisten kĂśnnen Deutsch sprechen. Not an expat event. **Everyone welcome**!
* **Mindful Connection Games:** from [The School of Life](https://www.theschooloflife.com/shop/?_product_type=games-card-sets) available: Confessions Game, The Friendship Game, Connection Game, The Loser Game, Games for grown-ups and three sets of "100 questions" (Conversation Toolkit & Careers & Relationships)
* **Fun Social Games:** bring your own **board/card games** or choose from: Cards against humanity, Exploding Kittens, Codenames, Debatable, Sotally Tober, Taboo, Mafia, Uno, Monopoly and more.
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Looking forward to **fun quality Connections**! đ
Gamespace: Two Short Talks
2 Short Talks by David Stark
â Against Planning in Game Design
â Are We Doing Game Marketing Wrong?
Plus, as always, meeting and chatting with other game developers.
Note that the event is on **Wednesday** this month.
Sketch Circle ZĂźrich @ Coin Coin
The Sketch Circle ZĂźrich at the Coin Coin
COIN COIN\. \- Specialty Coffee \+ Matcha \| Wine Bar \| Art "OFF"space \| Co\-Working \| Events
Ernst-Nobs-Platz 1, 8004 ZĂźrich
https://maps.app.goo.gl/Q7VHzNZLSktsrRtE6
Itâs an informal meeting to chat, chill, network and have a beer between artists and art-interested people.
People bring their own sketchbooks, tablets, markers etc. and sketches, draws, paints stuff.
But no one is forced to create. You can also just come to have a drink and enjoy the creative vibe of a diverse and inclusive artistic group.
In these reels you see how such evenings look likeâŚ
Here you see how such evening looks like
https://www.instagram.com/reel/DKy9hUeqn9F/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==
See you there.
Architecture Events Near You
Connect with your local Architecture 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
Columbus PHP: Monthly Meetup
Our monthly PHP meetup.
A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm
CHROMA @CCAD
FREE event
[https://www.ccad.edu/chroma](https://www.ccad.edu/chroma)
Friday, May 15, 3â7 p.m.
CCAD campus, 60 Cleveland Ave, Columbus, OH
Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the collegeâs academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a canât-miss end-of-year campus celebration recognizing their tremendous achievements.
Itâll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all.
Many exhibitions including...
**Game Art & Design:**
**DSB, first floor, Welcome Center lobby and Room 115**
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering â a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open micâstyle 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 â just a welcoming space to exchange ideas and keep the local AI conversation moving.
If youâd like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what youâd like to share.
Whether youâre 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)
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.


















