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Frequently Asked Questions
Yes! Check out mongodb events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the mongodb events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find mongodb events near your location here. Connect with your local community and discover events within your area.
MongoDB Events Today
Join in-person MongoDB events happening right now
Mai ist für AI: Opening Event @ 42 Berlin
***Community Partnership with 42 Berlin - Main Regestration***
***https://www.eventbrite.de/e/mai-ist-fur-ai-opening-event-42-berlin-tickets-1984054863506?aff=ebdsoporgprofile***
Welcome to the future! Join us at the 42 Berlin campus to celebrate the official launch of "Mai ist für AI 2026". Let's talk AI.
**Berlin’s most critical exploration of the AI age is back.**
After last year's massive success, 42 Berlin is proud to kick off **Mai ist für AI 2026:** a month-long collision of code, art, and ethics designed to challenge the paradigm shifts defining our tech-driven future.
This opening event is designed to look beyond the hype. We are bringing together developers, artists, industry leaders, and the 42 community not just to celebrate what is possible, but to ground the conversation in critical thought.
**Agenda:**
**18:00** – Doors Open
**18:30** – Welcome: The mAI Manifesto
**18:40** – **The Integrity Stack: Aligning Research, Policy, and Deployment for Reliable AI**
* [Carmen Loew](https://www.linkedin.com/in/carmen-loew/ "https://www.linkedin.com/in/carmen-loew/") \- Founder and COO of Sapper Intelligence
* [Dat Daryl Ngo](https://www.linkedin.com/in/datdarylngo/ "https://www.linkedin.com/in/datdarylngo/") \- AI Architect and VP of Strategy at Arize AI
* [Dei Vilkinsons](https://www.linkedin.com/in/delta/ "https://www.linkedin.com/in/delta/") \- Founder at HASH
* [Michael Bornholdt](https://www.linkedin.com/in/michael-bornholdt-pi314159/ "https://www.linkedin.com/in/michael-bornholdt-pi314159/") \- Senior AI Solutions Architect Public Sector at Merantix Momentum
* [Monika Kwiatkowski](https://www.linkedin.com/in/datascienceberlin/ "https://www.linkedin.com/in/datascienceberlin/") \- Doctoral Researcher in Machine Learning at Technical University Berlin
**19:20** – mAI Programme Outlook
**19:30** – Networking
**20:00** – Performance & Dance
**22:00 – End of Event**
Whether you are actively coding the future or simply curious about the intersection of human and machine, join us on campus to connect with Berlin's brightest tech minds.
We host the opening Event with [Neo4j](https://neo4j.com/ "https://neo4j.com/") as offical Community Partner.
Space is limited. Secure your spot now and be part of the conversation.
SHUFFLE DANCE CLASS
## DNA. presents ''SHUFFLE FUSION''
**A smooth Dance Style connected to Electronic Music**
This workshop guides You through the numerous facets of shuffle movements and shows You how to connect them into choreographies. Lead by our two amazing community members & Your new Shuffle Teachers Marcel & Dani Ospina - talented shuffle teachers that started shuffling at a very young age and leads this class with his experience connected to a lifetime of passion.
Wednesdays (weekly, regular)- Marcel & [Dani](https://www.instagram.com/daniospina20?igsh=bnBrM3BxY2xuNnll)
##### *Try something new and experience an energetic dance style full of passion and great rhythms.*
See Us Soon.
Love,
Marcel, Dani & DNA.
_________________________________
For more insights, follow us on IG: [@nightart.club](https://www.instagram.com/nightart.club)
\*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR.
May Meetup: Superbooth Special!
Get ready for the **Superbooth Special** May iteration of our monthly meetup!
With the Superbooth trade show bringing many audio enthusiasts and professionals to Berlin, we're seizing the opportunity to host a larger gathering.
This month, we're moving to a bigger venue, **ForumFactory**, to accommodate up to 200 attendees, with a special focus on networking and community connection.
We have an exciting line-up featuring two talks from industry experts:
* **Juanpe Bolívar - CTO at BRONZE** (long talk)
In this talk we'll learn about persistence (immutable) data-structures and how they can be used to implement novel software architectures that make our software more efficient and responsive, but also easier to understand and modify. We will also how to efficiently persist these data structures across sessions, a novel technique in Immer, unseen in other implementations, that open the door to all new use-cases. We will also briefly show the Bronze Composer, a complex piece audio software that leverages these techniques.
* **Tobias Lønnerød Madsen -** [moonbase.sh](https://moonbase.sh/) (short talk)
Commercialising Audio Plugins - Going From Development to Sales and Beyond
Following the talks, there will be ample time dedicated to networking. Come meet other local (and visiting!) audio nerds and C/C++ programmers. Network or talk shop – all levels of skill are welcome in the group.
**Food & Drinks:** Free pizza will be provided as usual! Please note: for this special event, **drinks will not be complimentary**. However, there will be a bar at the venue where you can purchase beverages.
Doors open at 6 pm, talks will start at 6.30 pm.
We're looking forward to seeing many familiar and new faces for this special Superbooth edition!
Creative Writing & Wine
## DNA. presents: "CREATIVE WRITING & WINE"
\- A space where creativity flows and every sip inspires\.
Settle into Your Wednesday evening with a glass of wine in hand and step into a cozy, inspiring atmosphere made for sharing stories, listening deeply, and letting Your own voice come alive. Our storytelling and poetry evenings are open to everyone — whether You're just beginning to explore spoken word or You’ve been writing for years. No pressure, just presence.
##### *With gentle, uplifting prompts and space to express Yourself, You’ll create, share, or simply enjoy the power of words in a warm, welcoming circle.*
Whether You’re planning a soulful midweek date, coming alone to unwind, or meeting friends for something different, this is Your moment to connect, reflect, and celebrate the beauty of language.
##### *Each gathering offers something new: fresh themes, meaningful conversations, unexpected moments of truth, and a community that listens with its whole heart.*
#####
See Us Soon :)
Love.
Garen & DNA.
***
For more insights, follow us on IG: [@nightart.club](https://www.instagram.com/nightart.club)
\*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR.
🤖 Berlin AI Builders Workshop
🚨🚨🚨🚨 IMPORTANT [Registration Link](https://luma.com/6k5t7qio) 🚨🚨🚨🚨 Registration via **luma** https://luma.com/6k5t7qio
🌍 ABOUT THIS EVENT
Join us for our next Berlin AI Builders Workshop, organized by GDG Berlin and hosted at Ojin AIxHaus.
This session is all about hands-on learning and real-world experimentation. We’re bringing together developers, engineers, and AI builders for a practical deep dive into multimodal AI — with live demos, guided exercises, and plenty of room to build.
Whether you're exploring multimodal systems, working with modern AI stacks, or just curious to get your hands dirty, this one is designed for you.
📍 EVENT DETAILS
• Location: Ojin AIxHaus — Chausseestraße 36, 10115 Berlin
• Date: Wednesday, May 6, 2026
• Time: 18:00 – 21:30 (GMT+1)
⚠️ CAPACITY
• Limited spots available \~ 50
🚨 IMPORTANT 🚨
• Entry is first come, first served — arriving early is recommended
🎤 AGENDA
18:00 – Doors Open
Get settled, grab a drink, and meet fellow builders
18:30 – 18:40 — GDG Berlin Welcome
18:40 – 18:55 — Ojin Introduction & Platform Demo
18:55 – 21:00 — Workshop : Hands-on Introduction to Multimodality
• By Antonio Rueda-Toicen — Senior Developer Relations Manager @ NVIDIA
🌇 Rooftop Networking from 21:00 onwards
🥨🍹 FOOD & DRINKS
Drinks and snacks will be provided
(No warm food for this event)
☁️ GOOGLE CLOUD CREDITS
We’re planning to offer Google Cloud credits to attendees so you can explore and experiment on GCP after the event.
Activation details and instructions will be shared on-site.
🏢 ABOUT THE VENUE
Ojin AIxHaus — The Human AI Company, a collaborative community space in Berlin Mitte where scientists, machine learning engineers, founders, creators, and AI enthusiasts come together to build the future of AI.
Ojin AIxHaus is free to join and is currently curating its 2026 events calendar.
Have an idea for a meetup, workshop, or hackathon? Bring your fire — they bring the space 🔥
👉[ https://ojin.ai/community](https://ojin.ai/community)
🙏 THANKS & CREDITS
A big thank you to Ojin AIxHaus for hosting and supporting the Berlin AI community
And a huge thanks to everyone helping make these events possible 💙
✨ VIP Luxury Singles Dinner | Berlin’s Most Exclusive Curated Dating Experience
**Invitation-only. High-End. Highly curated. Exceptionally refined.**
This is not a typical singles event. This is an **intimate, high-end dinner** where carefully selected, accomplished individuals meet in an **elegant setting with intention, and sophistication.** Zeya brings together a small group of exceptional, high-profile individuals for an exclusive dinner.
**👑 [Join exclusive VIP singles hangout - RSVP here](https://zeya.cc/register)**
**What this means:**
📊 Identity and professional verification required (LinkedIn or relevant career profile)
🗣️ Pre-curation interview (Zeya may ask personal and background questions)
💎 Investment Premium curation fee: €70 per hangout
✅ Carefully screened, high-quality participants only
🎩 Dinner reservations at upscale, high-end restaurants
**📋 How it works:**
1. **Register:** Fill out a curation form at **[https://zeya.cc/register](https://zeya.cc/register)**
2. **Get Matched:** We find the VIP match for you among Berlin singles.
3. **Join the Hangout:** Once matched, you’ll get a WhatsApp invitation to a luxurious Berlin spot.
4. **💎 Investment Premium curation fee:** €70 per hangout
🥰 **Why Zeya?**
* 🔒 **Privacy First:** No public profiles. No one sees you until you meet in person.
* ⏳ **Zero Effort:** Just show up in a fancy reserved place, we do all the work for you.
* 🍸 **Organic Vibes:** No awkward ice-breakers or loud moderators. It is calm and fancy.
* 💌 **Smooth Follow-ups:** Like someone? Let us know privately via our post-event form. We connect you if it's a match!
**[👑 Join exclusive VIP singles hangout - RSVP here](https://zeya.cc/register)**
Attendance is limited to ensure **intimacy and exceptional group chemistry. Quality over quantity, Intelligent conversation.**
#vip #luxury #highend #berlin #exclusive #berlindating #elite #premium #private
Tickdaten-Trading: Das Framework für präzise Trendumkehrpunkte
Was wäre, wenn du den Markt lesen könntest, ohne jemals einen Kerzenchart zu analysieren? Wir zeigen ein innovatives Analyse-Framework **(live und an echten Beispielen, z.B. Gold**) , das Signale für Trendwenden direkt aus dem Tick-Flow generiert. Einblicke in ein System, das Multitimeframe-Trading radikal vereinfacht und den Fokus zurück auf die nackten Marktdaten lenkt.
*Vorteile:*
*1\. Keine Chartanalyse nötig*
*2\. Objektive Signale*
*3\. Flexibel für Daytrading & Swingtrading*
*4\. sowohl für Anfänger \(keine Charttechnik nötig\) als auch für Profis \(wegen des Tickdaten\-Ansatzes\) geeignet\!*
MongoDB Events This Week
Discover what is happening in the next few days
PostgreSQL May Meetup: We didn't Know Postgres Could Do That!
We will be hosting our May Meetup.
Thanks to Amazon for sponsoring us. Please note that you have to show sign up with your real name and show a Photo ID to the building security before entering the building. Every visitor will have their photo taken that will be printed on their paper visitor badge. This is a requirement from the building security. If you are not ok with that, please do not sign up. You can not bring a +1, everyone needs to sign up.
Please only sign up if you plan to come, we will keep notes.
*Excited to announce our talks:*
**pg_lake: Unifying transactional and analytical data with Postgres**
by Celeste Horgan, Sr. OSS Developer Advocate at Snowflake.
The common wisdom goes: data is either transactional or analytical, and workloads are OLTP and OLAP-shaped to match. The reality of generating and using data is different, and often we need a bit of both. The pg_lake extension brings OLAP workloads to OLTP Postgres.
This talk will explore the pg_lake extension, including how to build it, and demos of using it with modern data workloads in object storage like Amazon S3. We’ll create simple data pipelines with no ETL and high performance analytics.
**I Didn't Know Postgres Could Do That!**
by Robert Treat, Principal Database Engineer at AWS and PostgreSQL Major Contributor.
PostgreSQL is often thought of as "The Database for DBAs", but what more and more developers are finding out is that what makes Postgres "The Worlds Most Advanced Open Source Database" is its wide array of features, many of which are really geared towards engineers building applications on top of Postgres. In this talk, we'll look at some of the features in Postgres you may not have seen in other database systems, and talk about how you can make use of those features in your applications. Queries, indexing, data types, and more will all be up for discussion as we show you examples of just what Postgres can do.
Real Long Term Friendship
Nice! You are looking for real long time friendship! You might have already lived in Berlin or other big cities and experienced the "Anonymous" culture for a while. Meeting random people over and over and never see the same person again! In order to find "Real Long Term Friendship" in Berlin, do as follows:
* You should not care how many people are joining this meetup.
You RVSP. Even if only one person is joining. Because if everyone are waiting for everyone else to RVSP, nobody joins and nobody finds a new friend.
* You do not care how many people of the opposite sex are joining.
You are looking for friends. Finding the best romantic partner in the world, while avoiding not very attractive others, can be your other goal, for another time. Here we are looking for Friends. Real ones.
* You are going to risk a very precious property of yours: Your time!
Yes, there are thousands of opportunities in Berlin, there might be a rock concert for free, a birthday party you might miss, an important person might call you and invite you spontaneously, but you never find new friends until you decide to risk your time and meet people anyway. "I will check my calendar and get back to you" also does not work. Commit your time and spend it. Trust me, you won't go bankrupt ;-)
* You are ready to use your phone as a real phone!
You might have been using your phone as a tablet to visit Instagram and Facebook and watch movies. But if you want to find friends, you must know that people might take your phone number and give you theirs. That means they will Call you! And you have to pick up the phone and answer it. If you want to find new friends, you must be ready to do something really hard for the first time after years: Call people first, and if they called you: Answer your phone!
* You are going to meet some people twice!
That's the point of friendship. We already can experience random encounters with random people in random places one at a time. But that is not called friendship. If you want friends, you must be ready to meet the same person more than once.
If you agree with above, RVSP and COME! You will meet other people who think the same way.
P.S: Now that you've read all the way down to here, I suggest you [watch this animation](https://player.vimeo.com/video/547249272?h=22f3dd0f6f).
Open Source Data Builders Workshop
Join Aiven and Google Cloud for a hands-on lab to learn building data infrastructure for AI applications in production, and how to run OpenSearch in production for AI and GenAI workloads.
***IMPORTANT: Please register on* \*\*\*[HERE](https://bit.ly/4sLWiua) \*\*\**to secure your sport.***
This interactive, instructor-led workshop is designed for developers and data engineers who want to build and run real-world data pipelines using open source tools.
Note: Bring your laptop, we’ll be shipping code together.
Agenda:
\* 5:00pm\~5:30pm: Check-in, Food, Networking
\* 5:30pm\~7:30pm: Tech talks and Hands-on Workshop
\* 7:30pm\~8:00pm: Q&A, wrap-up
⚡️ Workshop 1 — Foundations: Build Your Own Pipeline
Start from scratch and assemble a complete data pipeline using Aiven services.
\- Provision and manage services
-Connect systems into a unified pipeline
- Build an observability setup
\- Query real\-time data across services using SQL
⚡️ Workshop 2 — Advanced: Real-Time Retail Streaming Pipeline
Go deeper with a real, production-inspired use case.
\- Design and implement a high\-quality streaming pipeline
\- Work with real\-time retail data flows
\- Apply best practices for scalability and reliability
What you’ll learn:
* Deploy and scale OpenSearch for production
* Best practices for vector and hybrid search
* Build efficient real-time data pipelines
* Design and optimize RAG architectures
Why attend?
* Build a production-style data pipeline
* Learn how to connect Kafka, ClickHouse, OpenSearch, and PostgreSQL into a working, real-time architecture.
* Learn by doing and Apply proven patterns
* Provision services, stream data, and run queries yourself using both UI and CLI workflows.
* Walk away with practical approaches you can reuse for streaming, analytics, and observability use cases.
Who Should Attend:
Developer and data engineer, interested in moving from prototype to production with OpenSearch.
**RSVP is not enough. You must apply for a ticket here:** [https://bit.ly/4sLWiua](https://bit.ly/4sLWiua)
Berlin Singles Bowling Together | Zeya: 6 Curated Hangouts 🎳 Exciting 🤩
**Why bowling?** Because movement breaks the ice and takes the pressure off! Join Zeya Social for a **fun, curated singles hangout in Berlin.** **Forget swiping, endless texting, or awkward first-date tension, we bring 6 carefully selected singles together** for a exciting, interactive time. 🇩🇪 **Zeya bietet kuratierte Hangouts für Singles in Berlin. Sicher, persönlich und ohne Dating-Apps.**
**[Join next Berlin hangout – RSVP now!](https://zeya.cc/register)**
✅ **Women-Founded & Safe:** We prioritize a safe, respectful, and high-quality environment. ✅ **Expertly Curated:** We handpick 6 people based on vibes and interests = not just a random crowd. ✅ **Proven Success:** Proud **Web Summit Alpha Startup \| 92%** 🙌 Showed\-up \| **43%** 🔥 Hangouts matched \| **60%** 💖 Joined again \| **16** 💬 Hangouts
**📋 How it works:**
1. **Register (1 min):** Fill out a curation form at **[https://zeya.cc/register](https://zeya.cc/register)**
2. **Get Matched:** We find the best match for you among Berlin singles.
3. **Join the Hangout:** Once matched, you’ll get a WhatsApp invitation to a cozy Berlin spot.
4. **No Pressure:** Just 🎳 Bowling €22 \| With friends €20 to ensure a balanced mix and no\-shows\. If no hangout offer in 31 days? **100% Full Refund.**
**🥰** **Why Berliners Love Zeya?**
* 🔒 **Privacy First:** No public profiles. No one sees you until you meet in person.
* ⏳ **Zero Effort:** Skip the endless "Hey, how's your weekend?" texts. We do the work.
* 🍸 **Organic Vibes:** No awkward ice-breakers or loud moderators. Just 6 like-minded people having a great time.
* 💌 **Smooth Follow-ups:** Like someone? Let us know privately via our post-event form. We connect you if it's a match!
**[Join next Berlin hangout – RSVP now!](https://zeya.cc/register)**
🎳 Move, laugh, and connect! Low-pressure fun, genuine conversation, and real sparks—bowling your way to new connections.
#BerlinSingles #SinglesHangout #BowlingNight #ZeyaSocial #DatingAlternative #MeetNewPeople #FunFirstDate #BerlinEvents #SocializeBerlin
Become a Landlord/lady. Werde Vermieter:in. On Demand: MON THR 6pm-7pm R.s.v.p.
We make landladies and landlords. They buy a flat and pay just 1/4. Tenants and tax cuts pay 3/4. It's not a trick. It's government policy. Our Federal Governments, past and present, want taxpayers to become landlords and landladies, buy property, rent it out to tenants and enjoy passive income later. Come check this out. No strings attached. No sales. Just a meet and greet for orientation. And an after work drink.
Wir machen Vermieter. Steuerzahler kaufen eine Wohnung und zahlen dafür nur 1/4. Mieter und Finanzamt zahlen 3/4. Das ist kein Trick. Das ist Politik: Alle Bundesregierungen wollen, dass Steuerzahler Wohnungen kaufen, Mieter reinnehmen und später Beton‑Rente bekommen. Info-Abend nur zur Orientierung. Kucken kostet nichts.
S,U Bahnhof Zoo, Kantstraße 163-165, 10623 Berlin,
Motel One Upper West, 10th floor, exit lift to the right, turn left,
circumvent the sign "vorübergehend geschlossen"
Go justs there. I'll be there Georg Holzach. 0177 8181 900 WhatsApp
Wanna read somethin before: landlord.holza.ch betonrente.holza.ch
AWS UG Berlin Workshop - Amazon Aurora DSQL
Amazon Aurora DSQL is a groundbreaking technology that has a potential to re-define the entire DBMS solutions. Yet there are lots to uncover, lots to learn on the resource!
Therefore, we are inviting you experts on Aurora DSQL with an engaging hands-on workshop to experiment uses of Aurora DSQL, and also learn on the topic.
**Build a Multi-Region, Active-active Rewards App with Aurora DSQL**
In this workshop, get hands-on experience with Amazon Aurora DSQL, a serverless distributed SQL database that delivers active-active high availability.
Learn how to build a retail rewards points application with active-active resiliency across multiple Availability Zones and two Regions. Explore how ACID transactions and active-active replication work in Aurora DSQL. Discover best practices for data model and application design and more. You must bring a laptop to participate.
This is a hands-on workshop with a practical deep dive into Amazon Aurora DSQL. You work through independent tasks that you need to complete, with support of AWS Facilitators.
The event will also begin with an expert talk: "The Evolution of Resilience - Lessons Learned from 25 Years of Infrastructure Architecture" - further details ahead!
**When?** 7th of May\, Thursday\,\| 12:30 \- 18:00
**Where?** AWS Office - BER 21 - Tamara-Danz-Str. 13, 10243 Berlin.
**How?** [Fill out this form ](https://forms.gle/CMoz6qGraX8HBHVU6)to apply. Limited seats are available. You can only participate in the workshop if you receive a confirmation mail from us (**kadir@berlinawsug.de**).
You need to bring your own laptop to this workshop.
❗**Registration - Read Carefully**❗
Participation is free of charge. Your workshop resource usage is also covered. You will be provided a sandbox AWS account. Therefore, you won't need an AWS account!
❗Please register with your full name by filling out this form: [Registration Form](https://forms.gle/CMoz6qGraX8HBHVU6)
❗You need to bring your own laptop to this workshop. Make sure AWS CLI is installed. Contact us if you're not sure how.
❗A confirmation e-mail from Meetup is not relevant. **You can participate only if you receive a confirmation from us: kadir@berlinawsug.de**
\-\-\-
**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 Event at your company? [Register here](https://bit.ly/aws-host)
Would you like to speak at AWS UG MeetUp? [Submit your topic here](https://bit.ly/aws-talk)
Open Source Data Workshop with Aiven and Google
Important: Register on the [AICamp event website](https://www.aicamp.ai/event/eventdetails/W2026050708) is required for admission.
Join Aiven and Google Cloud for a hands-on lab to learn building data infrastructure for AI applications in production, and how to run OpenSearch in production for AI and GenAI workloads.
This interactive, instructor-led workshop is designed for developers and data engineers who want to build and run real-world data pipelines using open source tools.
**Note:** Bring your laptop, we’ll be shipping code together.
**Agenda:**
\* 5:00pm\~5:30pm: Check-in, Food, Networking
\* 5:30pm\~7:30pm: Tech talks and Hands-on Workshop
\* 7:30pm\~8:00pm: Q&A, wrap-up
**⚡️ Workshop 1 — Foundations: Build Your Own Pipeline**
Start from scratch and assemble a complete data pipeline using Aiven services.
\- Provision and manage services
-Connect systems into a unified pipeline
- Build an observability setup
\- Query real\-time data across services using SQL
**⚡️ Workshop 2 — Advanced: Real-Time Retail Streaming Pipeline**
Go deeper with a real, production-inspired use case.
\- Design and implement a high\-quality streaming pipeline
\- Work with real\-time retail data flows
\- Apply best practices for scalability and reliability
**What you’ll learn:**
* Deploy and scale OpenSearch for production
* Best practices for vector and hybrid search
* Build efficient real-time data pipelines
* Design and optimize RAG architectures
**Why attend?**
* Build a production-style data pipeline
* Learn how to connect Kafka, ClickHouse, OpenSearch, and PostgreSQL into a working, real-time architecture.
* Learn by doing and Apply proven patterns
* Provision services, stream data, and run queries yourself using both UI and CLI workflows.
* Walk away with practical approaches you can reuse for streaming, analytics, and observability use cases.
**Who Should Attend:**
Developer and data engineer, interested in moving from prototype to production with OpenSearch.
MongoDB Events Near You
Connect with your local MongoDB 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
Manic Mondays with Salsamante Dance Academy
Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves.
The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate.
730pm-830pm Bachata Cool Moves
830pm-930pm Salsa On 1 (Beginner/Intermediate)
$15 for One Class
$20 for Both
Free Parking & Plenty of Dance Space.
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability.
You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
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.
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com






















