Internet of Things (IOT)
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Frequently Asked Questions
Yes! Check out internet of things (iot) events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the internet of things (iot) events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find internet of things (iot) events near your location here. Connect with your local community and discover events within your area.
Internet of Things (IOT) Events Today
Join in-person Internet of Things (IOT) events happening right now
berlinCreators eLAB-Werkstattabend
Wir bieten allen Interessierten die Möglichkeit, mit Elektronik zu basteln. Workshops und Vorträge zu verschiedenen Themen rund um Elektronik und Software sind willkommen. Von Arduino bis zu komplett selbst entwickelten High-End Schaltungen sind wir für alle kreativen Ideen offen.
Wir haben auch Gruppen rund um das Nähen, Programmieren, Retro Computer.
Wir treffen uns immer am Dienstag und am Freitag ab 18:00 Uhr. Egal ob Anfänger oder Profi – hier seid Ihr jederzeit Willkommen. Ihr könnt mit anderen fachsimpeln oder auch mit unserer Hilfe Eure ersten elektronischen Gehversuche starten.
Wenn zeitgleich in den vorderen Räumen Workshops oder Vorträge stattfinden, kann hinten Werkstattbetrieb stattfinden.
Collaborative Drawing & Printing group, Rhinower Str 10, 10437. Just try it!!!
Communicative, collaborative and creative drawing sessions. Participants draw a central still-life that the group can create themselves until the music track finishes and then pass it to the person on their left. The drawings change hands 3 to 5 times and the end results are always inspiring. After the collaborative warm-up participants can work individually on printing techniques, Mono -printing, tetra-pack or gelli. -printing. Feel free to try out a process that you are unfamiliar with. There will always be somebody to offer advice if necessary Bring A4 paper, and favourite materials, pencils & brushes. You can also use some studio materials in exchange for a small contribution. A fun but informative approach with consistently creative results!
AI for Non-Techies
KI ausprobieren, ohne vorher Informatik studiert zu haben. Das ist die Idee hinter diesem Abend.
Vorkenntnisse schaden nicht aber brauchst du keine.
Wenig Theorie - viel Praxis: Tools ausprobieren, Fragen stellen, mit erfahrenen Entwicklern an eigenen Use Cases arbeiten. Egal ob du KI bisher kaum genutzt hast oder einfach mehr draus machen willst.
**Der Abend:**
* Ankommen & erstes Kennenlernen
* Impulsvortrag (20–30 Min.)
* Hands\-on Workshop in kleinen Gruppen \| selber ausprobieren
* Austausch/ Networking zum Abschluss
**Vorab - Das bringst du mit:**
* Deinen eigenen Laptop zum Arbeiten
* idealerweise hast du bereits einen Account bei einem KI-Tool eingerichtet - wir arbeiten mit Claude.
**Danach - Du nimmst mit:**
* Ein klares Bild davon, wie aktuelle KI-Tools funktionieren und wo ihre echten Stärken liegen
* Erste praktische Erfahrung mit KI-gestütztem Arbeiten, direkt am eigenen Rechner
* Eine konkrete Idee, wo KI dir im Alltag, Studium oder Job Zeit spart
Event for free. Max. 15 Teilnehmende. Verpflegung inklusive. Im berliner Büro nahe U-Bahnhof Heinrich-Heine-Straße.
**Über uns:**
Wir sind Teclead Ventures - Nicht mehr ganz ein StartUp aber jung geblieben :D
Seit 8 Jahren in der Softwareentwicklung und IT-Beratung unterwegs .
Mittlerweile begleiten wir auch kleine und mittlere Unternehmen beim strukturierten Einstieg in KI.
Tuesday Pool Night in Spandau — Easy Games & New Connections
Looking for a low-pressure way to get offline, meet new people, and actually do something fun on a Tuesday? This is a relaxed pool night in Spandau—come for a few rounds, stay for the chats, and leave with a couple of new familiar faces.
**What to expect**
* Casual pool games in **rotating rounds** (so everyone gets to play) — **beginners are welcome**
* A friendly vibe: meaningful conversations *and* a bit of playful pool-table silliness
* We **start on time** — please arrive punctually, otherwise it’s hard to fit you into the rotation
**Costs**
* Your own drinks + shared table costs (depending on group size)
**RSVP**
Please RSVP on Meetup so I can estimate how many tables we’ll need.
AWS User Group Berlin Session - May 2026
Dear Community,
Another month with an interesting talk right before Hamburg Summit, and we would like to hear your thoughts for the rest of the year and after. Will be pleased to have you with us on the evening! We have limited seats - 50 only - first come first served!
Our dearest thanks to Lightspeed for hosting us on the evening!
===================================================
18:30 - Warming up and networking chat
18:45 - Intro by AWS UG Berlin
19:00 - 19:40 - **Elias Abud // Delegated Access Management at Scale with AWS IAM Identity Center**
This talk presents a delegation architecture that enables project owners and security stakeholders to manage their own users, groups, accounts, and permission sets while maintaining central governance. The solution introduces a unified API layer that can operate across multiple Identity Center instances and enforces organizational policies and quotas. It also applies the Backpressure Pattern to control request rates and protect Identity Center from overload.
Participants will learn how to implement delegated identity management at scale while balancing autonomy for teams with centralized security oversight.
19:40 - 20:00 - Networking break with food, snacks and drinks
20:00 - 20:40 - **AWS User Group - Ask Me Anything**
We would like to dedicate the time and stage to you, our dearest community members to ask your questions, share your thoughts and ideas, provide feedback. This can be technical, or community related. Everyone is welcome, and we aim to address your input in the upcoming AWS Summit and more.
20:40 - 20:45 - Closing & Final Remarks
===================================================
**Very Important: Only 50 seats are available for this event.** If you want to make sure you can attend:
Register yourself with your "full name" here at meetup.com
Arrive on time - seats are first come, first served.
As soon as there are seats available, you are welcome to join with your registration. In case there are no more seats available, we won't be able to let you join us this time. We thank you very much for your understanding!
==================================
Additional Information
**This event is wheelchair friendly.** Help us spread the word, and invite your friends & colleagues! If you're attending with wheelchair and need assistance, please mail us: organisers@berlinawsug.de for further details.
Would you like to host AWS UG Berlin events at your company? [Register here](https://bit.ly/aws-host)
Would you like to speak at AWS UG Berlin sessions? [Submit your talk here](https://bit.ly/aws-talk)
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.
Monthly Meet Up
A new month means a new moment to pause, connect, and exchange ideas.
Join us on May 12th for our Monthly Meetup at St Oberholz, Kreuzberg. Whether you’re in the middle of building something new, reflecting on what’s been unfolding, or simply craving good company and meaningful chats, this meetup is for you.
Come as you are, bring what’s on your mind, and let the conversations take their own shape. Coffee, community, and that ever-present Silicon Allee energy guaranteed. ☕✨
**Date & Time**
May 12th
⌚️ 9:00 – 11:00
Where?
At St. Oberholz Café, Oranienstraße 10-11. Centrally located between Kottbusser Tor ( U1, U3, U8) and Görlitzer Bahnhof ( U1 & U3).
To access the event, enter the café through the main entrance found in the Innenhof. Look out for the Silicon Allee poster at the Innenhof and café entrance.
THE SPACE
As usual, we’ve got the entire St. Oberholz Kreuzberg space to ourselves, perfect for a warm winter gathering! ❄️☕ Whether you're diving into deep chats, catching up with familiar faces, or just staying cozy with a hot drink, there’s plenty of room for you.
Feel free to roam: we’ve got standing and seating areas if you’re settling in for longer convos. And if you’re craving some fresh Berlin winter air, the terrace is open too—just bundle up!
FREE TO ATTEND!
Easy-going flow - there's no agenda. It's all about meeting and connecting with entrepreneurs, tech enthusiasts, investors, business coaches, experts, and folks from the Silicon Allee team.
Tech lovers - are you curious about technologies and how we can use them to improve our lives? Lover of tech looking for a job in tech? Things get even more exiting for you if they go deeper into technologies such as AI, Machine Learing, Robots, Sensors, Lasers and everything that could be achived through deep tech? This is the right place for you!
Community spirit - we're ready to help navigate your journey in Berlin's tech startup community. Learn about our stratup scene, receive insider tips and engage in hot topics of conversation. There is always someone interesting in the room :)
☕️ St. Oberholz is hosting our community for this event and whoever would like to buy coffee and snacks at the Café is welcome to :)
**Who is [Silicon Allee](https://www.siliconallee.com/ "https://www.siliconallee.com/")?**
We are Berlin’s innovation network. Since 2011, we’ve been supporting the ecosystem as the city’s first English-language startup news site. Today, we fund and scale high-growth companies like [Vaayu](https://www.vaayu.tech/), [Kittl](https://www.kittl.com/), and [Finmid](https://finmid.com/).
In 2023, we joined forces with the [Fraunhofer Heinrich-Hertz Institut](https://www.hhi.fraunhofer.de/) to help deep tech founders turn groundbreaking research into market-ready products.
Our unique model supports founders working in AI, Wireless Communications, Photonics, Quantum, and Video/Image Technologies by providing:
* World-Class Resources: Access to Fraunhofer’s elite research, patents, and cutting-edge facilities.
* Product Development: Hands-on support to refine and build your core technology.
* Financial Runway: We hire your core team of three and provide full-time salaries for 12 months.
Ready to scale? [Visit our founders page for more info](https://www.siliconallee.com/founders/#program)!
By attending this event, you agree to the [Berlin Code of Conduct](https://berlincodeofconduct.org/ "https://berlincodeofconduct.org/") and consent to being photographed for media and promotional purposes.
Got any questions, please email events@siliconallee.com
Internet of Things (IOT) Events This Week
Discover what is happening in the next few days
Berlin Intermediate Tennis (3.0+ / Fortgeschritten) | Thu & Sat | Singles & Dou
Intermediate players Only.
5-10 Euro/ hour per guest, depending on number of total attendant people.
Address: Tennisschule Netzroller - FVT Sangerhauser Weg
Google Maps: https://maps.app.goo.gl/5dpajZgt95HUDQBC8?g_st=ic
Join us for competitive but friendly tennis in Berlin!
About me:
* One regular players
* Around NTRP 3.5 - 4.0 level
* Comfortable with both singles and doubles
* Consistent rallying and match play
* Friendly but genuinely intermediate level
I am looking for:
* Intermediate players only
* Roughly NTRP 3.0+ (Mittelstufe / fortgeschrittenes Freizeitniveau)
* German equivalent: Fortgeschrittenes Freizeitniveau
* Reliable rally skills
* Bring your own racket
Schedule:
* Thursday: 19:00–21:00
* Saturday: 17:00–19:00
Format:
* Singles: 1vs 1
* 1 vs 2
* Doubles:2 vs 2
* Flexible depending on numbers
Group size:
Ideal: 2–4 players
Max: 4 players per session
Important:
* Bring your own racket
* Court costs split fairly if applicable(0-10Euro per person hour )
* Friendly, respectful atmosphere
* No beginners please
If you’re looking for enjoyable but quality tennis without inflated ratings, feel free to join!
Samurai Sword Fighting Trial Class - Katori Shinto-ryu Berlin
[*Registration form required below*] **Interested in Japanese sword fighting or Japanese culture? Come join a trial and experience the traditional Samurai art at Katori Shintō-ryū in Schöneberg.**
**Trial Fee**: **25€**/ session (2hr). Classes every Monday, Wednesday and Friday from 19:00 to 21:00.
**!!SIGN UP HERE**: [Katori Shinto-ryū Berlin Sign-up (google.com)](https://docs.google.com/forms/d/e/1FAIpQLSeBt4A13VgnEcgQQ2PDaruthmYMRWineG4KtUCKsuC9KBsCUQ/viewform) Registration is required before your participation so that we can prepare enough training equipment.
**Address**: Belziger Str. 25, 10823 Berlin.
**No previous experience required!** The classes are in English and German.
**Our website**: [Kenjutsu Berlin - Official school of Katori Shinto-ryu in Berlin (katoriberlin.org)](https://katoriberlin.org/)
**Katori Shintō-ryū** is one of the oldest Japanese sword fighting traditions (koryū) still practised today and is recognized by the Japanese government as a cultural intangeable asset. The school was founded in the middle of the 15th century by Iizasa Chōisai Ienao at the Katori Shrine (Katori jingū) and has become the origin of numerous other martial arts schools over the course of its almost 600-year history.
The training consists of the continuous repetition of fixed sequences of movements (kata) and includes the use of classic Japanese weapons such as the sword (iai-jutsu, battō-jutsu, ken-jutsu, ryōtō-jutsu, kodachi-jutsu), the long staff (bō-jutsu), the lance (naginata-jutsu) and the spear (sō-jutsu), as well as unarmed disciplines, tactics and spiritual aspects.
**The Katori Berlin dojo** is the only official shibu of Otake Nobutoshi-shihan’s dojo Shinbukan in Germany and fully dedicated to the transmission and study of one martial tradition: Tenshinshō-den Katori Shintō-ryū. Through these efforts we aim to contribute to the cultural preservation of this martial tradition. The dojo has one officially appointed shidosha.
**Our sensei**: Sebastian Graetz has been active in martial arts since 1997. After almost 15 years of taekwondo in Berlin, he started with Katori Shintō-ryū in Asia in 2014. Since then, he has studied in Japan with Ōtake Risuke-shihan and Ōtake Nobutoshi-shihan, and in Vietnam with Malte Stokhof-shihandai. In 2023, he received his Menkyo license and permission to set up a training group in Berlin the following year.
Christian Singles' Meetup
International Meetup for those who still like to follow the Peaceful teachings of Christ.
We are free and curious humans, try to practice patience, kindness, humanity, etc, and have the freedom to read any book of the world, including the Gospels.
Let's support each-other, upbuild faith, and find some like-minded friends in our community.
(If you are a new believer, you are also welcome only if you have been practicing Christianity regularly for at least since last 3 years. )
Sunday Tech Coffee Meetup
Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin.
We are usually inside and to the right. Ask the barista/bartender if you can't find us.
berlinCreators Werkstattabend
Unser Verein berlinCreators e.V. trifft sich jeden Freitag ab 18 Uhr im Makerspace.
Wir haben Gruppen rund um Elektronik, 3D-Druck, Nähen, Programmieren, Retro Computer. Egal ob Anfänger oder Profi – hier seid Ihr Willkommen. Ihr könnt mit anderen fachsimpeln, Euch inspirieren lassen oder auch mit unserer Hilfe Eure ersten Projekte starten.
Wenn Ihr Euch bei uns wohlfühlt und Mitglieder bei den berlinCreators werden möchtest, freuen wir uns.
Kommt vorbei, lernt den Space, uns und die Möglichkeiten kennen.
Scale Your Idea or Career with AI!
🚀 PLUG-IN #1
**Scale Your Idea or Career with AI**
Got an idea you want to grow? Thinking about your next career move? Curious how AI can actually help you move faster? This one’s for you.
Welcome to **The Plug-In** — a new monthly gathering for founders, professionals, creatives, and ambitious builders who want to use AI as a real strategic advantage (not just another buzzword 🤖).
Each month, we bring together:
✨ One expert-led workshop
✨ A shared dinner to network and connect
For our very first edition, we’re diving into how AI can help you:
💡 Strategize on and strengthen your ideas
📈 Build momentum in your business or career
⚡ Work smarter and scale faster
🎯 Create a clearer strategy for growth
You’ll hear from an AI growth strategist (Angeley Mullins), take part in a hands-on workshop, and connect with other people building exciting things in Berlin.
Whether you’re:
— Building a startup
— Exploring a side hustle
— Navigating a career pivot
— Or simply trying to stay ahead in the AI era…
…you’ll leave with practical tools, fresh ideas, and meaningful connections.
### What you’ll walk away with:
✅ A practical AI toolkit tailored to your goals
✅ A smarter go-to-market mindset
✅ Real conversations with people who are building and growing
✅ Actionable next steps you can apply immediately
🍽 Food & drinks included
🎟 Limited seats available
📍 Berlin
📅 May 15th, 2026
This is the very first Plug-In session — come be part of the launch. We look forward to seeing you there
Secure your spot using Paypal: https://www.paypal.com/ncp/payment/XQMQSUS8H35N2
Or via eventbrite: https://www.eventbrite.de/e/plug-in-scale-your-idea-or-career-with-ai-tickets-1988825889774?aff=oddtdtcreator
For 25 euro tickets, download the BIT app and get a member's discount
Berlin Tech Mixer and Social (Tech / AI / Data / IT) ✨
Whether you're a seasoned tech veteran or just starting out, let's create the ideal afterwork place to meet and chill with other workers in tech - find that new job, expand your network, share ideas, and stay up-to-date on the latest trends in the industry. Let's inspire, innovate, and shape the future of technology in Berlin!
Tech, AI, Data, IT, and more \~
\-\-\-\-\-\-\-\-
### Event Details
💰 Cost: Free
🍺🥃 Afterwork drinks and social
📍 Belushi's Berlin (Alexanderplatz) (Inside, or ask for Tech Social) - Rosa-Luxemburg-Straße 41
🕕 6:00pm onwards every Friday
**Or RSVP on the website for our Discord / WhatsApp communities, and to see who else is going and what their backgrounds/seniority/interests are:**
🔗 [Link to Website](https://techsocialberlin.com/event/meetup)
If you cannot find us, ask staff about Tech Social, or ask in the WhatsApp community above.
\-\-\-\-\-\-\-\-
### Who Should Attend?
Perfect for **Berlin tech professionals** including:
* **Software Developers & Engineers** (Python, JavaScript, Java, C++, React, Node.js)
* **Data Scientists & Analysts** (Machine Learning, AI, Data Visualization, SQL)
* **Cybersecurity Professionals** (InfoSec, Ethical Hacking, Cloud Security)
* **Product Managers & Tech Entrepreneurs**
* **Students & Tech Graduates** looking to break into tech
* **Career Changers** entering tech industry
* **Remote Workers & Digital Nomads** in Berlin
* **Startup Employees & Entrepreneurs**
* **Digital Marketing & Product Professionals**
* **Senior Engineers** looking to mentor and network
\-\-\-\-\-\-\-\-
### What You'll Experience
* 🤝 **Network with Berlin tech community**
* 💼 **Job opportunities** and referrals from peers
* 🚀 **Career acceleration** through peer networking
* 🎯 **Skill sharing** and tech discussions
* 🧠 **Knowledge sharing** on latest tech trends
* 🎉 **Social activities** and games
* 🧠 **Learn from peers** about real-world challenges
* 🚀 **Collaborate** on projects and ideas
* 🎯 **Mentorship connections** (both ways!)
* 🍻 **Fun, casual atmosphere** \- no matter your seniority level
\-\-\-\-\-\-\-\-
### Event Guidelines
* Support the venue by purchasing drinks/food (no outside items allowed)
* Maintain appropriate behavior and respect for all attendees
* Bring physical ID if required by venue (call ahead to confirm)
\-\-\-\-\-\-\-\-
*Berlin Germany tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers Berlin Germany tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers*
Internet of Things (IOT) Events Near You
Connect with your local Internet of Things (IOT) community
Columbus Arduino Raspberry Pi Enthusiasts (CARPE) (Check Location)
Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration!
This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired.
**New to electronics or curious about tinkering?**
You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building.
While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.
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
Connected Westerville Night of Networking!
Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"
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
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards**
In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these.
While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics.
**About Our Speaker**
Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
Quarterly Community Gathering
Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space.
No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving.
If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share.
Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus.
Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/)
Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)






























