Software Configuration Management
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Frequently Asked Questions
Yes! Check out software configuration management events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the software configuration management events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find software configuration management events near your location here. Connect with your local community and discover events within your area.
Software Configuration Management Events Today
Join in-person Software Configuration Management events happening right now
Special: IT-Security
**Um was geht es dieses mal?**
Dieses Mal dreht sich alles um aktuelle Herausforderungen, Best Practices und Trends rund um IT-Sicherheit. Freut euch auf praxisnahe Einblicke, spannende Diskussionen und den Austausch mit Security-Expert:innen.
**So leicht können Hacker Ihr Unternehmen über öffentliche Daten angreifen - Mehmet Avci (codecentric)**
Jedes Unternehmen hinterlässt einen digitalen Fußabdruck – oft unbemerkt, aber öffentlich zugänglich. Genau diese frei verfügbaren Informationen machen sich Angreifer im Rahmen von Open Source Intelligence (OSINT) zunutze, um gezielte Angriffe vorzubereiten, ohne dabei technische Schutzmechanismen direkt angreifen zu müssen.
In diesem Talk wird gezeigt, wie einfach es für Angreifer ist, Unternehmen allein auf Basis öffentlich verfügbarer Daten zu analysieren und zu kompromittieren. Nach einer Einführung in die Grundlagen von OSINT und die typischen Phasen eines OSINT‑Prozesses werden verschiedene Techniken vorgestellt und eingeordnet. Dazu gehören unter anderem Subdomain‑Enumeration, Google Dorking, die Auswertung von Unternehmensinformationen, Social‑Media‑Analysen, das Sammeln von E‑Mail‑Adressen sowie die Nutzung von Datenlecks und Breach‑Daten.
Anhand praxisnaher Beispiele aus realen Szenarien wird verdeutlicht, wofür diese Techniken eingesetzt werden und wie Angreifer die gewonnenen Informationen miteinander kombinieren, um detaillierte Profile von Organisationen, Infrastrukturen und Mitarbeitenden zu erstellen. Der Vortrag schärft das Bewusstsein dafür, wie aus scheinbar harmlosen Einzeldaten ein ernstzunehmendes Sicherheitsrisiko entstehen kann – und warum OSINT ein zentraler Bestandteil moderner Angriffe ist.
**This is fine - until it's not - Christian Uhsat (codecentric)**
Was passiert, wenn was passiert? Erfahrungsberichte aus Digitaler Forensik und Incident Response im Kampf gegen Cybercrime, Ransomware und den allgemeinen Wahnsinn.
**Hybrides Setup!**
Wir freuen uns, euch bei uns in den Räumen der codecentric AG in Dortmund willkommen zu heißen. Vor Ort versorgen wir euch mit Snacks und Getränken und freuen uns gleichzeitig über interessante Diskussionen und einen guten Austausch. Für alle, die es nicht zu uns ins Office schaffen, werden wir das Meetup Hybrid durchführen. Der Stream beginnt ca. 10 Minuten später, damit wir vor Ort ausreichend Möglichkeit für persönliches Kennenlernen haben.
Den Live-Stream findet ihr auf dem [YouTube-Channel ](https://www.youtube.com/@codecentricAG)der codecentric AG.
**Wichtig - Absage bitte rechtzeitig:**
Wir bestellen das Essen bereits 3 Tage vor dem Meetup. Falls ihr doch verhindert sein solltet, bitten wir euch um eine rechtzeitige Absage. Das ist wichtig, damit wir nicht unnötig Essen verschwenden müssen. Vielen Dank für euer Verständnis!
**Anreise:**
Per Zug: Vom Dortmunder HBF sind es ca. 10 Minuten zu Fuß.
Mit dem Auto: Rund um das Office gibt es einige Parkflächen, dazu befinden sich in dem Parkhaus der Thier-Galerie weitere Parkplätze.
Club Polyglotte Luxembourg: 6 online TEAMS language conversations
Dear Club Polyglotte members,
Please note that we changed our online meetings from Skype to Teams. An installation of Teams is not necessary (see links at the bottom).
The online meetings take place on Tuesdays at 19:00, unless otherwise indicated.
CP English Club Polyglotte Luxembourg Community in Microsoft Teams with Pete from London on Tuesdays at 19:00 h:
https://teams.live.com/l/community/FEA32nllYOKVkYfQA8?v=g1
CP German Club Polyglotte Luxembourg Community in Microsoft Teams with Margit on Tuesdays at 19:00 h:
https://teams.live.com/l/community/FEAPmC0cP2yAknqqAw?v=g1
CP Italian Club Polyglotte Luxembourg Community in Microsoft Teams on Tuesdays at 20:30 h.
https://teams.live.com/l/community/FEAgAGRUsyLPKIB8BU?v=g1
CP Spanish Club Polyglotte Luxembourg Community Community in Microsoft Teams on Wednesdays at 19:00 h:
https://teams.live.com/l/community/FEA7FZyGJ463yXNOwM?v=g1
CP Luxembourgish Club Polyglotte Luxembourg Community in Microsoft Teams Wednesdays at 19:00 h
https://teams.live.com/l/community/FEAyv2RkRJLWFo8vAo?v=g1
CP French Club Polyglotte Luxembourg Community in Microsoft Teams on Fridays at 19:00 h.
https://teams.live.com/l/community/FEAHMjICzF_sgKrfgs?v=g1
When you click on the secured https link, you need to connect to Teams and click on the button to join via your browser (no installation needed)
Or via the MS Teams App, which is of course also possible.
Download from the official website for your desktop:
https://www.microsoft.com/en-us/microsoft-teams/download-app
For your Android device from Google:
https://play.google.com/store/apps/details?id=com.microsoft.teams&pli=1
For your OIS device from Apple:
https://apps.apple.com/us/app/microsoft-teams/id1113153706
Kind regards,
Your Club Polyglotte Luxembourg team
Email: clubpolyglotte@gmail.com
Public Speaking - Casemates Toastmasters meeting
Casemates is one of Luxembourg's English-speaking Toastmasters clubs - here you’ll find a supportive and friendly environment which will allow you to develop your communication skills, become a confident leader and have fun!
Each meeting is clearly structured with three parts: improvised speaking on various topics, prepared speeches by members, and an evaluation part where all the speakers receive feedback. Members are holding the various roles necessary for the organisation - a different one at each meeting. You can come as a guest and see how it works for yourself - we guarantee that you will feel welcomed and will have fun in our learn-by-doing environment!
WIN AI — meet-up #2 | women & AI in Luxembourg
**LOCATION DETAILS:**
Luxembourg City Incubator
9 Rue du Laboratoire, 1911 Luxembourg
Enter through sliding doors at House of Startups, someone will open the door for you.
If you’re later than 7:15, call me to come open for you: +352 661 161 335
This is our second meet-up, and we have a proper space this time: Luxembourg City Incubator, in the Gare district!😊
To kick things off, I’ll show for a few minutes how I actually use Claude Projects in my day-to-day. Not a tutorial. Just a look at how I use AI as a productivity tool.
Then we open it up.
We’ll talk about what AI actually means for us, where it’s useful, where it feels overwhelming, and what we’re still trying to figure out.
We’re also continuing to shape what WIN AI is and what this community needs to be.
Come as you are. Bring your questions, your doubts, and your curiosity.
Tuesday 12 May — 7:00pm
Weekly Boardgames in Sandweiler
Feel free to bring games, or suggest some from my collection (http://www.boardgamegeek.com/collection/user/garryjenkins).
Please RSVP so I can select appropriate games for the number of people attending.
Food and drinks should be purchased on site.
Also to have an idea about what type of games you probably will play, you can take a look at the comments of previous weeks of this weekly meetup.
If you have any question, don't hesitate to send me a message, or ask here in comments.
Club Polyglotte Luxembourg: 6 language tables: LU, UK, FR, DE, IT, ES
Welcome to our weekly physical or virtual Club Polyglotte meeting.
* As usual, a minimum consumption of one drink or something small to eat is obligatory at Restaurant Quai Steffen at 13, Place de la gare at the Luxembourg railway station.
* We start our get together at 19:00 h and finish at 22:00 h.
As on every Tuesday, participate at one of the following language tables:
1. English
2. French
3. Luxemburgish
4. German
5. Spanish
6. Italian
or languages like Mandarin, Russian, Romanian or Arabic, if needed.
We are constantly searching for Buddies who lead the various language tables and for those who would like to participate in the organisation for our club established in 1999. Please message us, if you are interested in managing the Club with us on Facebook / Meta.
Membership fees per calendar year: 3 EUR cash (members until and including 24 Y, only 1 EUR)
Compulsory consumption applies at Restaurant Le Quai Steffen!
Best regards,
Your Club Polyglotte Luxembourg team
Software Configuration Management Events This Week
Discover what is happening in the next few days
Convenience Store Woman by Sayaka Murata
For this book club, I’d like to suggest a story about a woman who is simply trying to live in a way that will make society leave her alone. As usual, it doesn’t quite work out.
Convenience Store Woman has been described by The Guardian as “a deadpan Japanese tale of an oddball shop assistant that possesses a strange beauty”. What struck me, though, was not its strangeness but its calm. Unexpectedly, the book helped me find reassurance in routine itself—in small, unnoticed actions, and in the permission to exist sometimes as a function, sometimes as a fictional character.
I hope you are intrigued by now. If not, I would still encourage you to pick up Convenience Store Woman by Sayaka Murata— it is quite short! —and to join our discussion, where we will reflect together on questions of normality, meaning in work, and the fragile line between individuality and conformity.
Links for inspiration:
Convenience Store Woman by Sayaka Murata review – sublimely weird
[https://www.theguardian.com/books/2018/aug/07/convenience-store-woman-sayaka-murata-review](https://www.theguardian.com/books/2018/aug/07/convenience-store-woman-sayaka-murata-review)
Fast Friending – Real Connections! (25-45/Drink Offer)
Has it been just you and your phone lately? It’s easy to feel connected yet still feel alone. Digital interactions can’t replace the warmth of eye contact, real laughter, and meaningful conversations. True connection happens when we step away from our screens and show up as ourselves — present, open, and engaged.
At Fast Friending, we create spaces where real relationships begin. - just genuine conversations and shared moments. Because nothing compares to meeting face-to-face, discovering common ground, and walking away with a connection that truly feels real.
**You will need to buy a ticket for attending -**
[https://lux16thmay.eventbrite.co.uk](https://lux16thmay.eventbrite.co.uk)
\*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account.
TICKETS:-
Early Bird - €5 / person
Regular Ticket - €10 / person
Cash at meetup: If you do not purchase a ticket in advance then you can pay Shye cash of €15 when you attend.
**Here’s how your evening will flow:-**
**7:00 PM – Welcome**
Arrive at 7:00 PM and be welcomed by your host, Shye, who will guide the evening and help with introductions. Feeling shy? Come a little early and she’ll ease you into small-group conversations. You’re also welcome to bring a lady friend along for free.
**7:30 – 8:30 PM \| Fast Friending**
Chat with a new attendee every 3 minutes, ensuring you meet a variety of like-minded ladies and gentlemen.
**After 8:30 PM \| Open Mingling**
Reconnect with those you enjoyed speaking to and continue meaningful conversations at your own pace
\- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\!
\- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\.
\- This evening is for ladies and gents in the 21 to 45 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\.
\- We are not a dating group\. Our events are not organised to manage your dating life\. Our group is created to help ladies and gents meet other like minded ladies and gents\. Please do not attend our event if a perfect gender balance is important for your enjoyment of our meet\-up\.
Why do we have tickets?
1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication.
2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved.
3. Management - Tickets help us better manage attendee group size, book suitable space and activity.
ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)-
We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk).
\-\-\-\-\-\-\-\-\-\-\-\-\-\-
You can contact our founder Dan on +447715705005 with any questions or ideas.
\-\-\-\-\-\-\-\-
**Here are some videos which will give you some guidance and comfort to make your attendance more productive.**
Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing ](http://bit.ly/secrets-socializing)
How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs)
AI & Coffee - In-Person Meetup in Luxembourg
⚡ **AI & Coffee — Luxembourg's In-Person AI Community**
AI is moving faster than any of us can keep up with alone. The best way to make sense of it — and stay ahead of it — is by getting in the same room as people who are just as obsessed with it as you are.
That is exactly what AI & Coffee is about.
We are bringing together Luxembourg's most curious, creative and driven minds for an afternoon of open, honest and energising conversations about artificial intelligence — not in theory, but in practice. No slides. No pitches. No pressure. Just real people, real ideas and real connections over great coffee. ☕🤖
***
📅 **Sunday 17 May \| 15:00 – 17:00**
📍 Cafe Bora, 4 rue du Fossé · Luxembourg
***
☕ **What we will talk about**
AI & Coffee is an open conversation — guided by curiosity and driven by the people in the room. Expect discussions around:
* What is actually happening in AI right now — the real breakthroughs, the real hype
* Tools, projects and experiments people are building and testing
* Practical AI use cases across industries — finance, marketing, tech, healthcare and more
* Ideas, feedback and fresh perspectives from people at different stages of their AI journey
Feel free to bring your laptop if you want to show something you are working on. Some of the best conversations at our last event started with someone sharing their screen. 💡
***
👥 **Who is this for?**
Developers and engineers building with AI Founders and entrepreneurs exploring AI for their business Investors and mentors looking to understand what is coming Researchers and students at the forefront of AI Creatives experimenting with AI tools Corporate professionals curious about AI's impact on their industry And anyone who simply cannot stop thinking about where AI is heading
If AI excites, challenges or intrigues you — you belong here.
***
✨ **What to expect**
A warm, welcoming and relaxed atmosphere where everyone has a seat at the table. Our host will kick things off with a few conversation sparks and the latest AI highlights — then the rest is yours. Meet, talk, connect and exchange freely.
No commitment. No agenda. No pressure.
Just the kind of afternoon that leaves you energised, inspired and already looking forward to the next one.
***
🎉 **The only cost is your own coffee or drink.**
Bring your curiosity, your ideas and an open mind — and let's keep building one of the most exciting AI communities in Luxembourg. 🇱🇺
👉 Register now — spots are limited and they go fast!
AI & Lunch - Productive Lunch Time. Meet people who are around AI.
## AI & Lunch - In-person gathering in Luxembourg
Hey there! Join us for another **in-person lunch** in the heart of Luxembourg where AI enthusiasts come together to chat, share ideas, and enjoy great food.
Whether you're a pro or just curious about artificial intelligence, this is the perfect chance to connect and exchange with like-minded people.
See you there!
**AI & Lunch** is the seated, more intimate format of the **AI & Coffee** community — designed for deeper conversations and real connection around the table. This will be a lunch where we all sit together and so everyone gets the chance to meet the full table, connect, and discover new stories.
You’re welcome to bring friends if you’d like. The goal is simple: enjoy lunch together, exchange ideas, value, updates about AI, and meet the people behind this growing community. After our AI & Coffee meetups, previous lunches, dinners, many meaningful connections have already formed — and this format is where they really deepen.
🍽️ **We’ll gather for conversations about:**
• AI news, trends, tools, and real use cases
• Personal projects, ideas, and feedback
• Supporting each other’s personal or entrepreneurial journeys
• Strengthening Luxembourg’s AI community
👥 **Who’s welcome?**
Developers, entrepreneurs, investors, students, researchers, creatives — and anyone curious about AI who enjoys thoughtful conversation and meeting new people.
💡 **What to expect**
• A friendly, open lunch in a nice location
• Circulating seats throughout the courses
• Great conversations, new perspectives, and genuine connections
• No pressure, no presentations — just good people and meaningful exchange
**🎉 The only cost is your lunch.**
Bring your curiosity, your appetite, and your good energy — and join us for a lunch of conversation and connection.
Let’s Talk About What Actually Matters
**✨ Gather & Grow – The First Circle**
There’s a moment when you realize you’ve outgrown your current life…
But you don’t yet know what the next version of you looks like.
This event is for that moment.
Gather & Grow is not just another meetup.
It’s a space for people who want more- from themselves, from relationships, from life.
For this first event, we’re doing something different.
Instead of forcing a fixed topic, we open the space to explore what actually matters to you:
– relationships and dating dynamics
– confidence and self-trust
– breaking patterns that keep repeating
– personal growth, identity, and transformation
Or anything else that’s been sitting in your mind, waiting for a place to be said out loud.
This is a guided, intentional conversation—not random sharing.
You will be seen, heard, and challenged in the right way.
And here’s the truth:
This first circle will shape everything that comes next.
Future events will go deeper—real topics, real situations, real-time guidance.
This is where we build the foundation together.
**📍 Practical details**
The event will take place at **I AM WOW, City Concord**.
There is **free parking available**, so logistics are not your excuse.
This is a café-restaurant space, so please keep in mind that ordering a drink is expected.
👉 Arrive **a little earlier** so you can order comfortably—
we will **start on time**, together, without delays.
If you’ve been craving better conversations, sharper insights, and a different kind of environment…
you’ll feel it immediately when you walk in.
Come as you are.
Leave different.
**🔒 A few important notes**
This is not a passive event.
If you come, come ready to **engage, reflect, and contribute**—in your own way and at your own pace.
This space is for people who are open to growth, honest conversations, and new perspectives.
Not for spectators, and not for staying comfortably the same.
We keep the group **intimate**, so everyone has the chance to be part of the experience.
Respect, presence, and confidentiality are expected.
What is shared in the room, stays in the room.
— Lanna
Luxembourg Shivyog Forum
We are happy to extend our invitation to one and all to join the Luxembourg Shivyog Forum events every Sunday from 9.00 am to 11.15 am.
Shivyog Forum is a platform of positive and like-minded people, interested in spiritual growth, self-healing and self-awareness. Every week, through virtual videos, Avdhoot Baba Shivanand ji blesses and shares the Divine sacred secrets and knowledge through discourses, guided sacred meditations, chanting of Mantras and Bhajans for overall life transformation.
This helps the Forum members to progress in their spiritual journey, in establishing deeper connection with one’s inner being, in ability to forgive and love others, in improved emotional and physical health, mental peace, healthy relationship leading to the awakening and purification of the body mind and soul.
If you wish to get connected with the Avdhoota and practice deep healing meditations, kriyas and bhajans that can change your life, you are warmly welcome to become a member and join us!
Yearly membership fee is a nominal US$ 50 to be paid directly to India to the Shivyog Ashram but your are welcome to attend the first Forum event free.
A Clockwork Orange by Anthony Burgess (Book vs Movie)
Join us for a deep dive discussion into *A Clockwork Orange* by Anthony Burgess comparing it with the iconic film adaptation by Stanley Kubrick.
We’ll explore themes of free will, morality, violence and how differently the story unfolds on page vs. screen.
VERY IMPORTANT - PLEASE READ CAREFULLY:
To keep the group meaningful and avoid no-shows, I’ll ask everyone who signs up to reconfirm via private message before the event. You will be automatically added to the waiting list and upon confirmation I will add you to the participation list. The exact location will be shared once your participation is confirmed a bit closer to the event date.
Looking forward to a thoughtful discussion!
Kate
Software Configuration Management Events Near You
Connect with your local Software Configuration Management community
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.
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.
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.
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
TBD
**YouTube Link**
TBD
[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12
Join us for **[Nathan Leiberman](https://www.linkedin.com/in/nathan-richard-lieberman/)**'s talk ...
Had enough of writing the same flex classes for the hundredth time? Tired of diving into your coworker’s cobbled container class? Tailwind CSS is here to save your sanity.
Tailwind gives you a well-organized, utility-first approach to styling. This CSS framework eliminates naming debates, halts stylesheet scavenger hunts, and satisfies your marketing team’s whims with clear, composable class names and a powerful configuration system. You’ll spend less time fighting CSS and more time building beautiful interfaces.
In this talk, I’ll walk through an interactive demo of Tailwind CSS and cover the following topics:
* Set up Tailwind CSS in your project
* Understand Tailwind’s utility classes and how they work
* Integrate breakpoints and dark mode like a pro
* Customizing Tailwind to fit your style
Ditch your spaghetti stylesheets and come see how Tailwind CSS can make your project lighter, cleaner, and a lot more fun to build. Your future self will thank you.
***Bring your laptop and expect to write some (non-AI generated) code!***
Food and drinks will be available.
**LOCATION:**
6515 Longshore Loop, Suite 300, Dublin, OH 43017
**FREE PARKING:**
6725 Longshore Street, Dublin, OH 43017
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
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.


















![[Nathan Leiberman: Tailwind CSS: The Perfect Wingman for Frontend Projects] #12](https://secure.meetupstatic.com/photos/event/2/f/e/b/highres_533472267.webp?w=640)

