Firewalls
Meet other local people interested in Firewalls: share experiences, inspire and encourage each other! Join a Firewalls group.
0
members
0
groups
Frequently Asked Questions
Yes! Check out firewalls events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the firewalls events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find firewalls events near your location here. Connect with your local community and discover events within your area.
Firewalls Events Today
Join in-person Firewalls events happening right now
AI First til IT udvikling
Kom til JCafe og diskuter om IT udvikling har fået AI som fast deltager for alle pladser og opgaver.
Agenda
* AI first /v Martin Boel
* Claude og PF4J - et plugin framework til Java v/Anders Kristian Andersen
Thinking about identity, rethinking AI & terminal-first agent experience
**Welcome to .NET Skåne!**
Welcome to the next meetup of .NET Skåne!
This time we have the pleasure of inviting you to Elva11 in Malmö for yet another inspiring evening!
**IMPORTANT**: If you have signed up to the event but can't make for some reason please cancel your spot in good time before the event so the spot is free for someone else to attend.
**Agenda:**
**What I think about when I think about identity**
(Fredrik Mörk)
Who are you, really? Now, this may be one of the large questions in life, and not an easy one to answer. You may not get all the answers in this session, but what you will get is a run through of good things to think about when dealing with identity and users in single-sign on environments. In a mix of theoretical and hands-on examples I will share learnings from implementing single-sign on systems serving multiple services.
**Rethinking AI in software development**
(Aisha Kujovic)
AI is becoming part of everyday development, but 74% of organizations cite security as their biggest concern, and most AI usage already happens outside of IT control.
In this talk, Aisha shares lessons from building Noorlytics and explores what secure AI looks like in practice when you run models locally. When does it work, where does it fall short, and what does it actually mean for real development teams?
**AgenticTerminal**
(Mats Alritzsson)
AgenticTerminal explores a terminal-first agent experience where the user can see, understand, and learn from the agent’s actions instead of having them hidden behind opaque automation. The project combines an interactive terminal UI with a lightweight wrapper model for tracked command execution, using a backchannel to report lifecycle events such as start, completion, exit status, timing, and diagnostic context. This enables more reliable coordination than prompt-detection heuristics while preserving transparent stdin/stdout/stderr behavior. The result is a foundation for agents that are both observable to humans and better informed about the commands they run.
**About the speakers:**
**[Fredrik Mörk](https://www.linkedin.com/in/fmork/)**
Fredrik is a software architect thriving in the borderland between software-, product- and business development. He has written code in Visual Basic. The non .NET kind. Yes, he is that old. He is an occasional conference speaker (DevSum, Øredev and user groups in Sweden and Norway, among others), and a photographer.
**[Aisha Kujovic](https://linkedin.com/in/aisha-uk)**
Aisha is a software engineer, team lead, and founder of Noorlytics AI Tech. She builds developer tools that use AI to analyze code, surface technical debt, and identify risky dependencies, without sending code to external services. Her work challenges the default “just use cloud AI” approach, exploring what happens when you run AI locally instead: what you gain, what you lose, and what actually works in real development environments.
[Mats Alritzson](https://www.linkedin.com/in/mats-alritzson-3b96ab20/)
Mats is a software developer with over 20 years of experience across embedded systems, imaging, and cloud-based solutions. He combines deep technical expertise in C#, C++, and modern cloud platforms with a strong focus on agile ways of working and team empowerment. Mats has been involved in projects in industries ranging from logistics and public transport to automotive and consumer software. Mats works as a consultant at [Living IT](https://www.livingit.se).
**Host:**
ELVA11 was founded with a bold idea. To prove that people, culture, and values can scale just as fast as technology. We are a software and AI company with global ambitions – delivering world-class innovation while building a culture that dares to be different.
Join our [Discord server](https://discord.gg/w3gtJPjHUu) or our [GitHub repo](https://github.com/dotnetskane).
Google I/O Extended 2026 Watch Party | Framna, Copenhagen
**❗ Complete your event RSVP here:** [https://gdg.community.dev/events/details/google-gdg-copenhagen-presents-google-io-extended-2026-watch-party-framna-copenhagen/](https://gdg.community.dev/events/details/google-gdg-copenhagen-presents-google-io-extended-2026-watch-party-framna-copenhagen/)
Join Framna for their annual Google I/O Livestream Event on May 19. Framna are opening their doors at their office in Islands Brygge for an exciting evening of technology, talks, and tasty treats!
Schedule:
17:00 - Doors Open
17:30 - Enjoy snacks and refreshments
19:00 - Google I/O Livestream begins
21:00 - Event concludes
This is a fantastic opportunity for tech enthusiasts, industry professionals, and anyone interested in the latest developments in technology to come together and experience the magic of Google I/O. Whether you’re a developer, a student, or just curious about the future of tech, you’re welcome to join us.
The event is open to all and free to attend. Come network, learn, and be inspired. We look forward to seeing you there!
Agenda
5:00 PM: Doors Open
5:30 PM: Enjoy snacks and refreshments
7:00 PM: Google I/O Livestream begins
9:00 PM: Event concludes
***
Partner
Framna Denmark (https://framna.com/)
Framna is a diverse and global team of builders, thinkers, and creators. We are united by one mission: to craft digital products that make everyday life better for millions of people worldwide. Today, over 500 of us collaborate across eight studios in Denmark, the Netherlands, Sweden, Switzerland, and the US.
We partner with industry leaders (and those about to be) to create digital products that define markets, reshape industries, and drive meaningful growth. We call it Win by product.
***
Copenhagen Toastmasters Club (since 1996) - Become a better communicator
**Guests: Registration on email is required before attendance**
Guests are most welcome to join our meetings, but attendance must be registered by email to [copenhagen@toastmasters.dk.](http://copenhagen@toastmasters.dk.%2A%2A/) Please come 10 minutes before the meeting start. We start at exactly 18:00.
Welcome to ***Copenhagen Toastmasters Club***
Looking to improve your speaking and communication skills? Ignite your career? Gain the confidence to speak up? You’ve come to the right place.
**Our meetings for 2026 from April to June:**
• Wk 15: 7. april
• Wk 17: 21. april
• Wk 19: 5. may
• Wk 21: 19. may
• Wk 23 2. jun.
• Wk 25 16. jun.
**Our history**
The *Copenhagen Toastmasters Club* was established in June 1996 by a group of dedicated people. We are the first Toastmasters club in Denmark. We are part of the Toastmasters International which is a nonprofit organisation that helps people to improve public speaking.
**Our goals**
*Copenhagen Toastmasters Club* will give you the skills and confidence you need to express yourself effectively in any situation. Toastmasters is the most efficient, enjoyable and affordable way of gaining great communication skills. You'll learn how to:
* Formulate and express your ideas effectively
* Be more persuasive and confident when giving presentations
* Improve your one-on-one dealings with others
At *Copenhagen Toastmasters Club*, you'll get to practice your skills by organising and conducting meetings and motivating others to help you. Become a better negotiator. Gain trust. Inspire your team.
**Want to know more about *Copenhagen Toastmasters Club*?**
[Facebook](https://www.facebook.com/CopenhagenToastmasters) , [LinkedIn](https://www.linkedin.com/company/2480522/admin/dashboard/)
[Toastmasters International - global network](https://www.toastmasters.org/)
Shut Up & Write!™ Copenhagen
Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at our Copenhagen Shut Up & Write! sessions.
Be it a book, blog, script, essay, dissertation, résumé, melody, poem, or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done.
SCHEDULE:
- 15 minutes of hellos and getting settled; maybe some quick intros.
- Then, the timer starts! : writing for 1 hour.
- After the hour is up... chat / take off / keep writing, if you're on a roll.
OPTIONAL SOCIALIZING happens once the hour of writing is complete. Writing can be very solitary... connecting (and sometimes even commiserating) with other writers is a cool thing.
It's best to be on time, but BEING LATE IS ALSO OKAY: just show up and get settled, then check in with us after the session. (We’ll be the ones with the small Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer.
What Should I Bring?
Whatever you need to be able to write!
Bring earbuds/earplugs if you want to block the cafe’s overhead music or the occasional conversation by other patrons.
Coffee Talk
Fulfillment. Joy. – Do you know what it is? Do you feel it now?
Many of us are living lives that have “just sort of happened”. We had a dream, a vision (maybe we still do) for what we wanted our lives to look like. Somewhere along the way, life took over and something else ended up happening. We made decisions, took a turn down a path, and now our life isn’t what we thought it would be.
Or we’re living someone else’s life. Maybe it’s what our parent’s wanted for us. What we believe our partner or a potential partner might want. Or maybe it’s what we believe we need to do and have to be happy. I was one of these people. My life checked all the boxes for what I thought I needed in order to be happy. And still, I wasn’t.
Join me for a coffee talk on what it means to live a Life By Design. Where your choices are deliberate and based on your authentic, true self. What you have to let go off to achieve this (hint: the notion that vulnerability is a weakness and feelings of fear and guilt) and who you will become in the process.
Shut Up & Write!® in Amager
**Co-working for writers in Amager!**
Join us for an hour of focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in the area.
We meet in this lovely spacious café, chilled out, usually not very busy at this time, with an on-site bakery of delicious pastries. Once everyone is here and settled, I will lead a quick introduction, and then set the timer for our quiet and focused writing session.
After the hour is up feel free to chat / take off / keep writing if you're on a roll. We often talk about our successes and challenges as writers, and it can be a great way to learn from eachother.
**A note about the format**
We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing.
For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com)
**Practical Details:**
WiFi name / password: Kasada / haveaniceday
Travel / Parking info: Kasada is just a few minutes walk from Lergravsparken Metro Station.
We've reserved the large round table in the main room, with power outlets if you need one.
Venue Guidelines: Please thank our hosts by purchasing something.
Firewalls Events This Week
Discover what is happening in the next few days
Poker Night at BarrDrew
♠️ **Poker Night — No Real Money, Just Good Games & Nice People** 🍸
Want to enjoy poker without any financial stakes? Come play, think, and connect with people who also love strategic challenges.
**This event is for you if you...**
* Enjoy poker and love talking strategy
* Are curious about math, game theory
* Find the psychology of reading people fascinating
* want to meet like-minded people
**What to expect**
We play Texas Hold'em with play money — so the only thing on the line is your pride. 😄 The atmosphere is chill: cards, good drinks, and discussions about poker strategies.
**New to poker?** No worries — we kick off with a beginner's introduction and basic strategy walkthrough. Join us from **18:15**. **Already know your way around the felt?** Jump straight in from **18:30**.
Feel free to come and go as you please — no commitment required. The venue is open from **18:00**.
**Track your progress on our leaderboard**
and see who comes out on top across sessions. See you at the table! 🎰
May meetup
Welcome to another exciting evening of NixOS!
If there are no speakers, we just hold a regular hack evening.
Room: Kantine, 1. Sal, PASCAL\*
## Details
Interested in NixOS? Maybe only its package manager Nix? Want to share how you (ab)use Nix(OS) in your own company? Join this NixOS user group meet-up!
Topic will be announced.
*Why NixOS?*
**NixOS The Purely Functional Linux Distribution**
NixOS is a Linux distribution with a unique approach to package and configuration management. Built on top of the Nix package manager ( nixos.org/nix ), it is completely declarative, makes upgrading systems reliable, and has many other advantages ( nixos.org/nixos/about.html ).
**Declarative**
NixOS has a completely declarative approach to configuration management: you write a specification of the desired configuration of your system in NixOS’s modular language, and NixOS takes care of making it happen.
**Reliable**
NixOS has atomic upgrades and rollbacks. It’s always safe to try an upgrade or configuration change: if things go wrong, you can always roll back to the previous configuration.
Come join us for a cosy night of Nix(OS). There will be pizza, kindly sponsored by PROSA
Meet recruiters at Swedish companies hiring international professionals
**This event is for international professionals in Sweden or those planning to move to Sweden and in search of jobs.**
**View available jobs on our website and LinkedIn**
[https://www.englishjobs.se/all-jobs](https://www.englishjobs.se/all-jobs)
**You can sign up for the event on our website here:**
[https://www.englishjobs.se/events](https://www.englishjobs.se/events)
# **MEET RECRUITERS**
Each week, we host a networking evening focused on an industry such as media, finance, tech, hospitality, gaming etc.
This event is invite-only, based on industry and experience to ensure the best quality event for all attendees.
Meet and network with recruiters hiring within your industry.
Meet other professionals and expand your contact network.
**What do you get?**
Grow your career and contact network.
Meet with people working at companies and get an insight into what it is like working there.
Learn about Swedish work culture.
**What do you need to bring?**
Don't forget your business cards!!
Each event is catered for with food and drinks sponsored by a company.
As there is limited capacity due to venue space fire regulations and catering.
* **This is an invite-only event.**
* **\*You must apply to attend\***
# **HOW TO GET AN INVITE?**
**Step 1: Register our website here. Refreshments will be served and you can select your dietary preferences on the website:**
https://www.englishjobs.se/events
**Step 2: Check your inbox for an invite confirmation**
If there is a match with the industry theme and recruiters are attending, you will receive an email invitation from EnglishJobs.se
**Step 3: Accept or Decline the invite**
If you get a place, you will get a confirmation email from englishjobs.se with the address and door code.
If you can attend, you must **ACCEPT** It.
If you cannot attend, you must **DECLINE** it, so that we can give your spot to the next person on the waiting list.
If you do not get an invite email, it means the event is full or your chosen industry did not match the week's event theme.
You will get an automatic email if a spot becomes available.
**IMPORTANT**
===
* If you do not have a confirmed place, please **DO NOT SHOW UP** at the venue
* Please **IGNORE all automated reminders** and automated emails from Meetup.com
* We use a different system to manage our events. **You must RSVP on our website, NOT on Meetup.**
**Questions?**
Please email
alina@englishjobs.se
Thanks and see you there,
Alina
AI Meetup Copenhagen #9
**Join us at AI Meetup Copenhagen 21/05/2026**
Connect with innovators, designers, academics, suits and developers in a relaxed and positive environment. Enjoy talks from exciting speakers and demo your own ideas on stage. Be a part of our vibrant community!
This is a multidisciplinary community and meetup for innovators, creators, and techies who are passionate about learning and talking about artificial intelligence.
The event is open from 16:45. The program starts 17:15.
**Lightning talks (15 minutes)**
* Ali Reza Farahnak, Senior AI Architect, Microsoft
* Kræn Hansen, Developer Experience Engineer, Eleven Labs
* Daniella Feiglin, Product Manager, Tactile Games
* Olga Safonova, Lead Product Manager, Public 360° at Tieto
***SPEAKER BIOS & TOPICS:***
**[Ali Reza Farahnak](https://dk.linkedin.com/in/alirezafarahnak)** is a Senior AI Architect at [Microsoft](https://www.microsoft.com/), focused on AI, Azure, and GitHub. For the past 7 years he has worked out of Microsoft's Global Customer Success organization in Redmond with some of the world's largest customers, including Tesla, NEOM, the London Stock Exchange, Bank of America, Emirates, Aramco, Maersk, Novo Nordisk, and several governments. Since January 2026, he has been part of Customer Success in Denmark, helping Danish enterprises turn generative AI into production-ready solutions.
Topic: Most enterprise AI apps stop at the chat window, but your customers are on the phone, on WhatsApp, on SMS, in their inbox, and inside Teams. Ali shows how Azure Communication Services lets a single AI app reach customers across all of those channels, with a live demo of an outbound Danish speaking voice agent, similar to what has been built for the insurance industry, Vodafone Qatar, Norlys and many more, that calls a customer, runs a light identity check, and has a real conversation powered by Azure Voice Live and gpt-realtime-1.5.
**[Kræn Hansen](https://dk.linkedin.com/in/kraenhansen)** is a Developer Experience Engineer at voice AI startup [ElevenLabs](https://elevenlabs.io/) where he builds [SDKs](https://elevenlabs.io/blog/elevenagents-react-sdk-v1-0) to enable text-to-speech, speech-to-text, and voice-cloning on the real-time ElevenAgents platform. He formerly worked at MongoDB, building a local-first database and sync engine called Realm. He holds a Master's degree in Computer Science from the Technical University of Denmark (DTU).
Topic: "We talk to AI every day, but when we switch from typing to speaking, the rules change. A half-second delay breaks the illusion of conversation. In this talk, I'll take you behind the scenes of how voice agents actually work: what makes a voice conversation feel natural, why latency is the enemy, and the different ways you can deploy voice AI, from fully managed platforms to bringing your own AI model. Whether you're building with voice AI or just curious about where it's heading, you'll walk away understanding what's really going on when you talk to a machine."
**[Daniella Feiglin](https://dk.linkedin.com/in/daniella-feiglin)** is a Product Manager at [Tactile](https://tactilegames.com/product-manager-at-tactile/), where she works closely with development teams and stakeholders to turn ideas into fully launched game features. She joined the company in August 2025 and brings nearly a decade of experience in the mobile games industry with a background across game design, market research, and product management. At Tactile, she focuses on using data and market insights to shape product decisions and drive impactful player experiences.
Topic: A practical, honest look at how day-to-day work changed using Claude Code. Daniella will share how she transitioned to an AI-powered workflow that allows her to prototype features as she specs them, while providing consistent, high-detail output for her development teams at a higher pace.
**[Olga Safonova](https://www.linkedin.com/in/olgasafonova/)** is a product leader with 20+ years in enterprise tech, currently Lead PM for [Public 360°](https://www.tietoevry.com/en/industry/public-360-services/360-case-document-and-records-management/) at Tieto (GovTech, 500K+ users). Previously at Siteimprove, Workday, LEO Innovation Lab and Saxo Bank. She also builds: Open-source MCP servers (a few running in production), an OTel observability library for AI tool infrastructure, and SkillCheck (getskillcheck.com). Where most product leaders talk about AI, she ships it on weekends.
Topic: From personal OS to team OS - Agentic skills, MCPs and team context. As product manager, Olga shares how she built her own AI tooling: A personal OS of agentic skills, MCP servers, CLIs, and the cross-machine configurations that keeps it coherent.
...
***Venue:***
[Tactile Games](https://tactilegames.com/) \- Vestergade 33\, Copenhagen
***Sponsors:***
Thanks to [Tactile Games](https://tactilegames.com/) for event sponsorship along with sponsoring food, beverages and snacks.
A big thanks to our foundational sponsor [Transmission](https://www.transmission.dk/).
***Sponsorship opportunities:***
Please contact the group administrator ([Martin Schultz](https://www.linkedin.com/in/martinschultz/)) if you would like to be an event sponsor, a sponsor of food and/or beverages or if you would like be a future venue sponsor. This is a non-profit event.
***Please note:***
1. Attendance is capped at 75 participants to maintain quality interaction, and we reserve the right to select attendees to optimize group dynamics.
2. Photos and perhaps video will be taken at the meetup and shared on our Meetup.com group, on various LinkedIn channels, our LinkedIn newsletter, the AI Meetup Copenhagen website, possibly by the event host, other participants and by our sponsors. Let us know at the event if you don't want to be in the photos or videos (that's not a problem).
3. If you're signed up, but find that you're unable to attend, you're *expected to cancel* your attendance (your RSVP status) here on the Meetup platform. You can still join future meetups - you will only cancel your attendance for this meetup.
4. Speaker bios are submitted by the speakers themselves and reviewed only for basic accuracy. AI Meetup Copenhagen does not independently verify all information provided.
Frederiksberg Toastmasters: Explore and enhance your leadership skills
Please Note: only registered guests will be allowed to attend our meetings.
🎤 Looking to overcome your fear of public speaking and gain confidence in your leadership abilities?\*\*
Look no further than Frederiksberg Toastmasters, a chartered club of Toastmasters International - the leading non-profit organization in public speaking and leadership development.
🌟 Practice your public speaking, communication, and leadership skills in a supportive and inclusive environment, guided by experienced mentors and utilizing the Basecamp curriculum.
🌱 Develop your ability to persuade, gain stakeholder buy-in, and negotiate with ease through regular speeches, evaluations, and leadership opportunities.
🤝 As a member of Frederiksberg Toastmasters, you'll join a community of like-minded individuals working towards the same goal: to become world-class communicators and leaders.
🗓️ We invite you to join us at our weekly meetings, held every Saturday from 11:00 to 13:00. We start on time.
🔍 A typical Toastmasters meeting is run like this: [Watch Video](https://www.youtube.com/watch?v=383gehepo8M)
📌 Meeting location: Please check our LinkedIn page: [Frederiksberg Toastmasters LinkedIn](https://www.linkedin.com/company/frederiksberg-toastmasters)
😊 As a guest, you'll have the opportunity to observe and participate in our meetings (voluntarily). Note that you will not be forced to speak if you don't want to. Typically, there will be around 20-30 people.
🗣️ You will witness the power of superior communication manifesting in the form of inspiring oratory and elevated storytelling that underpins world-class leadership.
✍️ Step out of your comfort zone and become the best version of yourself
🚀 Frederiksberg Toastmasters \| Home of Leadership and Public Speaking
Toastmasters \| Where Leaders are Made
📮 frederiksberg@toastmasters.dk
🌐 Facebook: [Frederiksberg Toastmasters Facebook](https://www.facebook.com/FrederiksbergTM)
🌐 LinkedIn: [Frederiksberg Toastmasters LinkedIn](https://www.linkedin.com/company/frederiksberg-toastmasters)
PPUGDK Q2 2026 KBH
Vi glæder os til at se jer alle til PPUG Brugergruppemøde ved Context& fredag d. 22 maj.
Context& snakker ind i deres brug af Power Platform, både ved dem selv, og evt. også i kundeløsninger (med tilladelse!
Der vil være morgenmad kl. 08:30
Selve mødet starter kl. 09:00
**Agenda:**
09:00 - Velkommen til ved Context&
* 1. emne -
* Pause
* Rundt om bordet
* Pause
* 2. emne -
* Tid til at netværke
13:00 - Tak for i dag
Agenda'en er blot vejledende.
Mødet foregår i [Hummeltoftevej 49, 2830 Virum](https://maps.app.goo.gl/BsdL4MtyzW56KCFbA?utm_source=luma)
VIGTIGT sigup her : [PPUGDK Q2 2026 KBH · Luma](https://luma.com/5hsdtalk)
If you can speak, you can lead! Practice with Speak to Lead Toastmasters
Speak to Lead Toastmasters helps people to improve their public speaking and leadership skills in a supportive and fun environment. No matter what your age, background, and level of confidence are, it is a place for you. If you are scared as hell of public speaking, then you should definitely come!
If you are new to our club and would like to attend one of our club meetings, go to our [website](https://sites.google.com/view/speaktoleadtoastmasters) or [Facebook](https://www.facebook.com/SpeaktoLeadToastmasters) / [LinkedIn](https://www.linkedin.com/company/speak-to-lead-toastmasters-copenhagen/) / [Instagram](https://www.instagram.com/speaktolead.toastmasters/) pages for our current updates, send us a message on Messenger and see how our previous meetings have been. Email: speaktolead.membership@toastmasters.dk if you have any questions. Guests are welcome, and it is for free as a guest.
If you find it interesting, you can later sign up as a member by paying a small monthly fee (non-profit). As a member, you will get access to online educational programs and manuals, will be able to give speeches, take on different roles, participate in contests and international conferences as well as befriend lots of cool people.
We meet on Wednesdays from 18:00 at: **Kulturstationen Vanløse, Jernbane Allé 38, 2720 Vanløse.** The room is on the first floor.
How to get there:
1\. Once you exit the Vanløse station turn
2\. towards the Burger King & Netto\, then
3\. On the left side is a white building with an elevator and staircase
4\. Go up to the first floor and use your CPR card to get in
5\. You will see the room with a Toastmasters sign
Please note that the meeting is in English. In addition, the number of attendees on Meetup is not a representation of the number of people at the event.
We are looking forward to seeing you!
Firewalls Events Near You
Connect with your local Firewalls 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
Walk & Talk About Life's Big Questions
[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations.
If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!).
**HOW IT WORKS**
**Step 1: Bring a topic**
Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event.
**Step 2: Circle up & share**
We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds.
**Step 3: Walk, talk & float**
We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!"
**Step 4: Feel more alive**
Two hours flies by. You're back where you started — but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times.
*For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)*
**HOW TO BRING A GREAT TOPIC**
A great topic = something you're genuinely curious about.
Recent topics include:
* "What are you passionate about right now?"
* "What makes a good friend?"
* "What's a belief you used to hold that you've completely changed?"
* "How do you want to be remembered?"
* "What would you do if money wasn't a factor?"
Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter.
**WHAT TO EXPECT**
This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.*
But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here.
**FAQ**
* Wear casual athletic attire and sneakers. It's a long walk!
* We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space.
* We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space.
* Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know.
* Dogs, babies in strollers, parents, and friends are welcome — please text/email them the event link so they can RSVP and prepare a topic!
**LOGISTICS**
* If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event.
* This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs.
* There's a restroom along the route at [Tuttle Park Community Center](https://maps.app.goo.gl/KTZJgLE1CrrbRNmJ7), which is about two‑thirds of the way from [Clinton-Como Park](https://maps.app.goo.gl/z8Cx8evwLiWundMe8) to our [turnback point](https://maps.app.goo.gl/ZXk7qUVszLQ8EJxHA).
* Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details.
* If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. 🤠👋
**IF YOU WANT TO GO DEEPER...**
[The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up.
* This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).
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
Two For Tuesday : Social walk and Duckpin (option)
**Not everyone will come. That is exactly why you should.**
**Two for Tuesdays** is for the people who actually want to get out and do something instead of just talking about it. We’re kicking off the night with a one-hour social walk before Duckpin Social.
**Expect a laid-back** But an Intentional 1 hour walk (2-3 miles), good people, and a better way to spend your Tuesday than staying home and doing the same thing you always do.
**If the weather does not cooperate, we’ll move indoors.**
**This is a paid event.** A small contribution helps keeps events sustainable and ensures those **who RSVP actually show up.**
Payment **Link Found in comments** or you can pay on Venmo, Paypal, @WiseUnlimitedLLC or Cashapp $WiseUnlimitedLLC.
Walk RSVP **$2**
Walk / DuckPin Social **$5**
Walk / DuckPin Social + 1 game of duckpin **$12**
Please be sure **to Put Event and Event Date** in the note when paying RSVP Fee
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.
Drunken Philosophy: What’s up with all the AI hate?
**Welcome to Drunken Philosophy** a casual, curious social discussion
**Optional topic for this meetup: What's up with all the AI hate?**
A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad.
My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one.
Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it?
I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction.
Come out tonight, have a friendly debate, and make some friends.
No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.




















