Distributed Source Code Management
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Dégustation aux Caves ouvertes de Suisse allemande
Allons visiter quelques caves zurichoises , le samedi **2 mai**, entre Meilen, Uitikon am See et Küsnacht. Je vous propose diverses visites de domaines à rejoindre en train, en bus et à pied (1h de marche en tout)
Rendez-vous à Stadelhofen, sur les escaliers devant la gare **à 10:30**
10:44 Train vers Uitikon am See, Bus et 15' à pieds jusqu'à la première visite
11:30: 1er arrêt à la **Cave Campolongo** à Uitikon am See, visite du domaine
13:00: Descente à pied (20') vers le domaine **Erich Meier**. Animation DJ et Food
14:30: on continue au domaine **Harry Bolleter Weinbau** sur Meilen (11' à pied)
15:45: on descend à pied jusqu'au bord du lac (16') chez **Schwarzenbach**, Animation musique et Food
Selon la forme, l'ambiance et l'état ; ) nous pouvons continuer encore jusqu'à Küsnacht au domaine **Erich Diderik.** Filets de perche jusqu'à 19h00 et plus tard selon la météo.
Le programme n'est pas chronométré. laissons-nous porter par la bonne humeur du jour, l'ambiance et nos envies du moment.
A samedi,
Martine
Plus d’infos sur: [Deutschschweizer Weine](https://deutschschweizerwein.ch/offene-weinkeller/?utm_source=google&utm_medium=cpc&utm_campaign=Search%7CCH-de%7COffeneWeinkeller2026_23710426791&utm_term=owkBrand&utm_content=Suchanzeige&placement=&network=g&gad_source=1&gad_campaignid=23710426791&gbraid=0AAAAADQv7wa_3vtVZOjzp8VHIFWxAi7LH&gclid=CjwKCAjw-dfOBhAjEiwAq0RwI1CwvhlbKrXNCjfk2IfG4oAJaEQE77jgCTdfDxGdEWcu23y6mCZF7xoCWugQAvD_BwE)
Get to know
First meeting to get to know each other. We meet at Babu's coffeshop, no reservation this time.
ECSTATIC DANCE PARTY · TURUL ASCENT · TRIBAL · DANCE JOURNEY · SOUND HEALING
**🔥 ECSTATIC DANCE ZÜRICH — FREEDOM DANCE PARTY 🔥**
"TURUL ASCENT" channels the mythic Turul madár as a medicine of vision and protection: a breath-led, airborne journey that opens with slow, grounding chants and wind-like flutes, then unfurls into buoyant movement—lifts, spirals, and light-footed flight—underscored by ritual drums and shimmering pads that evoke sky, sun and horizon; the ecstatic peak invites panoramic improvisation where dancers embody the Turul’s vigilant sweep, followed by a gentle, rooted descent with warm drones and communal grounding to carry the bird’s clarity and guardianship into everyday life.
Please get your ticket on Eventfrog (mandatory)
[https://eventfrog.ch/en/p/miscellaneous/ecstatic-dance-turul-ascent-authentic-movement-sound-7452011002860727119.html](https://eventfrog.ch/en/p/miscellaneous/ecstatic-dance-turul-ascent-authentic-movement-sound-7452011002860727119.html)
**🎟 Tickets at door: late bird ticket price + 10 CHF (Cash / TWINT)**
Please note: at most of our events 20-50 beautiful souls are dancing with us.
Imagine stepping into a cozy home gathering where strangers smile like old friends. No alcohol, no awkwardness — just music, presence, and a warm sense of belonging. A space where you can dance like no one is watching and simply be yourself.
**✨ WHAT TO EXPECT**
• warm-up & playful exercises
• guided movement
• ecstatic free dance
• cacao, singing & sound healing
• uplifting music & conscious community
**✨ WHAT PEOPLE EXPERIENCE**
• stress release
• more energy
• authentic expression
• real human connection
**✨ THE SCIENCE OF DANCE**
• reduces stress and increases endorphins
• improves emotional regulation
• strengthens social bonding and wellbeing
**✨ WHAT PEOPLE SAY**
“The beautiful souls from the Yanantin Tribe are of the sweetest kind — pure angels! You can truly feel the magic.” — Pascal
**✨ PRACTICAL INFO**
Bring: comfortable clothes, water bottle, your own cup, curiosity
Space guidelines
• no alcohol
• silence on the dance floor
• no phones on the dance floor
• barefoot or dance shoes — your choice
Come dance, breathe and celebrate being alive.
**EVENTS GALLERY**
[https://yanantintribe.com/events-gallery/](https://yanantintribe.com/events-gallery/)
Lovingly 💜
Alice & András
Yanantin Tribe
**Personal Support & 1:1 Work with András**
If you’re going through a period of transition, grief, burnout, relationship challenges, or feeling stuck, I offer **free 30-min Exploration Calls** to help you gain clarity and see if deeper 1:1 work is right for you.
**Book here:**
[https://calendly.com/andraskapros/psysoul-exploration-call](https://calendly.com/andraskapros/psysoul-exploration-call)
Zuger Crypto Brunch
Dear friends,
☕️ 🥐 We invite you and your family to enjoy a warm and cosy moment at the Parkhotel in Zug. There will be the opportunity to drink a delicious cappuccino with croissants and more together, to have many inspirational conversations, as well as gaining insights behind the scenes of the Web3 / Crypto Valley 🏞️
👋🏻 We are excited to meet new web3 enthusiasts, big or small, and to share this lovely morning with you and your loved ones! 😊
See you soon!
Best, Costin
PS:
* 📲 Join us on Signal to connect with the community:
https://signal.group/#CjQKIDQRtCSnYIuwmKeOUE69hEMzpF8YqxoibUkGRZzQM_lKEhCwgeogZ3oGE_s8EAdzbLzB
* 🏨 For those who don't know the Parkhotel yet, it is a 3-minute walk from the Zug train station 🚉, there is also a parking under the hotel 🅿️
Soundhealing - Klangreise mit Gong & Kristallschalen (Baden)
English below.
Der Klang des Gongs erzeugt eine kraftvolle Welle, die durch den ganzen Körper fliesst, berührt jede Zelle, jeden Gedanken und jedes Gefühl, klärt, harmonisiert und führt zu tiefer Entspannung.
Der Gong führt dich genau dorthin, wo deine Seele sein möchte.
💫 Mögliche Wirkungen der Klangtherapie:
• Tiefe Entspannung
• Befreiung von Anspannung
• Abbau von Stress und Ängsten
• Verbesserter Schlaf und erhöhte Konzentration
• Regeneration des Nerven- und Hormonsystems
• Emotionales und energetisches Gleichgewicht
• Auflösung unbewusster Muster und Ängste
• Verbesserung der Durchblutung und der Beweglichkeit, Entspannung der Muskeln
🎵 Klangtherapie ist eine uralte, spirituelle Methode der Heilung, Verjüngung und Transformation.
Heute ist sie eine der natürlichsten Methoden, um mit sich selbst und seiner Lebensenergie in Verbindung zu treten.
💖 Kommen Sie und teilen Sie diese Erfahrung – lassen Sie uns gemeinsam in den Raum des Klangs eintauchen, wo sich der Körper entspannt, der Geist Frieden findet und das Herz sich daran erinnert, was Liebe ist.
Anmeldung hier oder online: www.om-center.ch
Bezahlung vor Ort auch möglich per Twint, Karte oder bar.
\-\-\-\- ENGLISH \-\-\-\-
The sound of the gong creates a powerful wave that flows through the entire body, touching every cell, every thought, and every feeling, clearing, harmonizing, and leading to deep relaxation.
The gong takes you exactly where your soul wants to be.
💫 Possible effects of sound therapy:
• Deep relaxation
• Release of tension
• Reduction of stress and anxiety
• Improved sleep and increased concentration
• Regeneration of the nervous and endocrine systems
• Emotional and energetic balance
• Dissolution of unconscious patterns and fears
• Improved circulation and mobility, relaxation of muscles
🎵 Sound therapy is an ancient, spiritual method of healing, rejuvenation, and transformation.
Today, it is one of the most natural ways to connect with yourself and your life energy.
💖 Come and share this experience—let's dive into the space of sound together, where the body relaxes, the mind finds peace, and the heart remembers what love is.
Register here or online at: www.om-center.ch
Payment on site via Twint, credit card, or cash possible.
Speed Dating - Double Date Edition (25-40y)
**[⚠️>>Ticket needed (click here)<<](https://eventfrog.ch/en/p/dating/speed-dating/speed-dating-double-date-edition-25-40y-7445484309090146541.html) or**
**[www.social-circle.ch](https://social-circle.ch/)**
**Double Date Speed Dating**
**Less pressure. More chemistry.**
👥 2 single men + 2 single women per table
🔄 Rotate every 15 minutes
🎯 Ages 25–40
Join the WhatsApp group:
[https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi](https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi)
Not your typical speed dating.
No awkward interviews.
No repetitive small talk.
You meet in **groups of four**, which makes it easier to relax, laugh, and be yourself.
**🕒 The Flow of the Night**
1️⃣ Deep Dive (Soul)
We kick off with our *Fast-Track Intimacy* cards — real questions that spark meaningful conversations and fast-track genuine connection.
2️⃣ Creative Canvas (Play)
A fun, collaborative drawing challenge. Light, playful, and surprisingly revealing.
3️⃣ Surprise Rounds
A few unexpected twists designed to spark chemistry and keep things exciting.
**✨ Why It Works**
• Small groups = less pressure
• Real interaction, not interviews
• Host-guided flow — you just enjoy
**✅ Your Ticket Includes**
• All materials for the creative challenge
• A balanced ratio of participants
Spots are limited. Secure yours early.
P.S. Pictures might be taken during the event, if you do not want it please let the organizer know.
Tickets are non-refundable.
**Want more events like this? Join our WhatsApp community:** [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t)
Task-Buddies ✅ & Brunch 🥐: Let's work and study together! 📖 💻 ✍️
Welcome to the **Task-Buddies** event of the **Zürich Productivity Circle**, where we bring together like-minded individuals to work on personal goals and share the experience of growth in a supportive community.
Maybe you are building a business or side hustle, studying for a course, learning a new (programming) language, figuring the tax system out, writing code, prose, or poetry, researching new stocks for your portfolio, tackling your German homework, or upskilling for your job. In all of these cases and more, this is the perfect space for you.
In fact, productivity does not end there. Even if you just want to read a psychology book to resolve a personal struggle, sketch a mountain, listen to podcasts, organize your week, respond to unanswered emails and messages, enjoy a novel, or just reflect and meditate, you are very welcome here.
For any task that adds positively to your life and can be done sitting down with others (exception: anything noisy/disruptive/disrespectful), you will fit into the events.
We will meet at a work-friendly café in Zürich and follow the agenda below.
**Agenda:**
* **Introductions and food (20-30 mins):** Start with a round of introductions to get to know each other and share what we'll be working on, buy our food and drinks.
* **Productive Work Session (1-2 hours)** Dive into your individual tasks in a focussed, distraction-free environment.
* **Collective Break and Socializing (\~15 mins):** Take a planned break to stretch, chat, get more coffee, and share insights about your projects.
* **Continued Work Session (1-2 hours):** Get back to your tasks with renewed focus and motivation.
* **Wrap-Up and Reflections (15+ mins):** Conclude with a reflection on what we accomplished, share productivity tips or questions, discuss plans for future meetups, stay back for more chit chat if you like.
**What to Bring:**
* Your project or task materials (laptop, charger, books, sketchpad, pen, etc.)
* Respectful and kind demeanour
* A positive attitude and a willingness to share and learn
**Note:** Please ensure that your tasks are suitable for a quiet, communal setting. We aim to maintain a respectful and conducive environment for everyone. **Venue Courtesy:** Out of courtesy for the venue, please order something drinks for yourself. This helps support the café and ensures we can continue to use their space for our meetups.
Distributed Source Code Management Events This Week
Discover what is happening in the next few days
Werde ein Licht für die Welt - ECK Licht und Ton Gottesdienst
**ECK Licht und Ton Gottesdienst**
Menschen aller Glaubensrichtungen und Überzeugungen sind zum ECK Licht und Ton Gottesdienst willkommen. Die Gottesdienste dauern etwa eine Stunde und können Elemente wie eine Rede, leichte musikalische Darbietungen, Podiumsgespräche und Austausch in Kleingruppen beinhalten. Du kannst davon ausgehen, dass du in irgendeiner Weise eine neue Erfahrung mit Gottes Liebe machen wirst!
In den Gottesdiensten gibt es immer Zeit, Licht und Ton Gottes zu erfahren beim Singen von HU und in der anschliessenden kurzen Kontemplation.
Du kannst frei entscheiden, ob du aktiv oder still teilnehmen willst.
Weitere Informationen zu Eckankar und der Lehre von ECK findest du auf den Webseiten www.eckankar.ch oder www.eckankar.org (englisch).
Verantwortliche Organisation: Eckankar Gesellschaft Schweiz, Verein mit Sitz in Zürich, [https://2020.eckankar.ch/eckankar-in-der-schweiz/](https://2020.eckankar.ch/eckankar-in-der-schweiz/)
🍹 DOPI ❤️ Zurich’s Ultimate Saturday Game Night & Social Gathering 🎲✨
Looking for a fun, relaxed way to **meet new people in Zurich**?
DOPI is our most-loved Saturday game night — social, playful, and easy to join
at beautiful 25Hours Hotel lobby (***not langstrasse one***)
***[DOPI Saturday PASS (Chose the right Ticket date)](https://eventfrog.ch/DOPISERIES26)***
🎉 What’s waiting for you
* 🎲 **Table Top Zone :** 3**0+ curated board games** — easy to learn, fun to play . Check our website for more Game details. Limited to 30 Spots . Early arrival suggested.
* ⚡ **Action zone:** Join others and socialize over Foosball (table football) • 🎱 Pool • 🏓 Table tennis (Around the World with **Party Vibe).**
* 🧠 **Friendly game masters** — rules explained, no stress
* 🍕 **Food & drinks on location** (RIBELLI)
* 🎁 **Surprise Challenge** or 🍻 relaxed after-DOPI drinks
* **Joining Alone :** We are always here to welcome and help you join a table
🎟️[ ](https://eventfrog.ch/DOPISERIES26)**[DOPI Saturday Pass – Regular (CHF 10)](https://eventfrog.ch/DOPISERIES26)**
Full access to DOPI: board games, table tennis, pool, foosball & the full social vibe.
Games explained, friendly crowd, relaxed Saturday energy guaranteed.
⭐ **[Annual DOPI Legends Pass (CHF 100)](https://eventfrog.ch/DOPISERIES26)**
VIP access to **20+ DOPI events** — save **CHF 100 (50% or more)** over single tickets.
Includes access to our **private Legends WhatsApp group** for priority updates & perks.
💛 The vibe
Cozy, social, and welcoming.
Perfect for **expats, locals, solo joiners, and groups**.
**Come curious. Leave connected.** ✨
That’s the DOPI way.
Photography at GP Mutschellen
Join us for a day of photographing a variety of racing cars and motorbikes at this hillclimb event at Mutschellen (between Dietikon and Bremgarten).
Although competitive racing (and specifically overtaking) are not allowed in Switzerland, there are occasionally some opportunities to see some racing cars and this is one. There is a paddock at the bottom where the cars and bikes are prepared and set off in groups up the hill. You can stand in various locations along the route. There are usually some stands selling food and drinks.
**Tickets**: CHF20 per person, payable to the event organisers (not PICZ!) on arrival. If coming by car, **parking** is an additional CHF7.
**\*\*if this Meetup event is full, of course you can come as a private individual, it may be difficult for more than about 10 members of the club to meet up and stay loosely together!\*\***
**You will need:**
* Your camera (preferably with good predictive autofocus)
* A variety of lenses, from standard or even wide angle for the paddock, to telephoto to follow the cars and bikes up the hill.
* Advisable to bring at least something to drink, you may wish to bring your own lunch too.
* Suitable shoes for walking/hiking, there are paths and also grassy fields, there may be some mud.
* Clothes: the weather can be variable at this time of year, could be anything from rain to strong sunshine or a mix of both!
**Meeting up:**
I suggest we try to meet close to the paddock (before the start line) in the morning, although this can be noisy when the engines are started. I will create a WhatsApp group for participants.
**Getting there:**
* By car, there are temporary car parks in the fields typically on the north end of the site. Look for Bahnhof Rudolfstetten on your SatNav and then follow the signs to the car parks.
* By public transport, travel to Bahnhof Rudolfstetten near Berikon & Widen, for example from Zürich HB, zou could take the S12 towards Brugg at 09:14, followed by he S17 at Dietikon at 09:33 to Rudolfstetten.
* Please be aware this will be a very busy public event and you may need to queue to buy tickets to get in, so allow time to arrive and meet the group.
More information about the event itself here: [https://gpmutschellen.ch/](https://gpmutschellen.ch/)
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
ELEVATE - one-day interactive training
🔥 One-day training in Zürich - May 2nd
Feeling stuck or ready for more in life?
ELEVATE is a practical, interactive one-day experience for ambitious people who want clarity, direction, and momentum.
You will not just listen — you will take part in powerful exercises, connect with like-minded people, and leave with real insights and a clear next step.
📍GZ Riesbach, Zürich
📅 May 2, 2026 — 10:00 to 19:00
🎟️ Early Bird: 99 CHF (normally 199 CHF)
🎁 Zürich Together members: use coupon code [Elevate-Together] for −25 CHF
✅ Full refund if not satisfied
Only 40 seats.
👉 Learn more: www.elevatelife.ch
👉 Get your ticket: https://eventfrog.ch/en/p/courses-seminars/coaching/elevate-7427697923368960257.html
Casual Gaming @ Wellplayed
**Note:** *The number of attendees shown here on Meetup might seem small, but don't worry! Many more people are participating in our event through [our Discord channel](https://discord.com/invite/r4kEqta). Join us to connect with the full community and enjoy a vibrant and interactive experience!*
Wellplayed welcomes you for casual gaming at our shop. We have a selection of games available to play in store or feel free to bring one from your personal collection.
If you would like to see what we've been playing lately, join the discussion on our Discord server - https://discord.gg/cFu9NUaC3m
We collect our standard playing fee of CHF 8.- and you are welcome to stay and play for the entire evening. In case you want to join us on a regular basis we also have memberships.
Our Collection is quite extensive and you will always find someone to play games with! Our community speaks both English and German.
We offer a small range of snacks and drinks to be consumed at the venue.
Community Night | Rooftop Loft by the Lake
👉 **[Registration needed (click here)](https://eventfrog.ch/de/p/diverses/community-night-rooftop-edition-free-7454983123832430013.html) or**
**[www.social-circle.ch](www.social-circle.ch)**
💎 **Free for the first 60 participants.**
Looking to start the long weekend on a rooftop near the lake? We’re opening the doors of a special location to celebrate the beginning of summer with our **Community Night**, and you’re invited!
Think of it as a living room for the whole neighborhood - a relaxed *social circle* vibe where the conversation is easy. Whether you want to jump into a game, share a story, or just enjoy the energy of a friendly space, there’s a seat at the table for you.
❓**How it works**
When you arrive, there will be a **welcome desk** where a host will greet you and suggest who you should meet at interest based tables - so you’re never left wondering where to start.
🎲We will do **additional icebreakers** at the middle of the evening, to keep the conversation flowing.
💃After the social part we are on the guest list of **Club Bellevue** to end the everning on a high note.
We will share information how to access the location on WhatsApp right before the event.
📲Join our WhatsApp chat to keep up with the event:
[https://chat.whatsapp.com/ItvtXGarmIW93Z7YYd31Tl](https://chat.whatsapp.com/ItvtXGarmIW93Z7YYd31Tl)
(if you run into trouble open it in WhatsApp Web on your desktop)
**Good Company:** Meet local faces in a warm, welcoming environment.
**All Are Welcome:** Bring a friend, bring your family, or just bring yourself!
*Meetup registration is mandatory.*
Photos might be taken during the event. If you prefer not to appear in photos, please let the organizer know.
Want more events like this? Join our WhatsApp community:
[https://chat.whatsapp.com/DaGFCvKs6iu62pftk5cotM](https://chat.whatsapp.com/DaGFCvKs6iu62pftk5cotM)
Distributed Source Code Management Events Near You
Connect with your local Distributed Source Code Management community
Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you!
**What to Expect at the Intro Circle**
\~\~\~\~\~\~\~\~\~\~\~\~\~
Near the beginning of the event (1:30 pm), we do a standup:
* Organizer announcements, updates, and logistics
Round 1 - (7 secs max):
* Your name
* What you're working on
* What you can help others with
Round 2:
* Community events you wanna plug. If none, that's cool too.
Round 3:
* Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool.
After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!
Christians in Tech - Meetup #34 @ 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)
Version Control for Unity
This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there.
The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow.
What to Expect:
* An introduction to version control and why it's essential for Unity projects
* An overview of Git, Perforce, and Unity Version Control
* Demos of each tool in a Unity workflow
* Tips for getting started
* No prior version control experience required
* Resources for continued learning
All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers.
Food and drinks provided. Join us to learn more about version control options for Unity.
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.
Rays Of Light Spiritualist Church Service
Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel.
Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger.
Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life.
Please visit our Official Church Website (http://raysoflightchurch.com) for more information.
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
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com





















