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Architectural Kata #7: AI-Enabled Architecture
Ready to flex your architectural muscles… with a new twist? Join us for our first **AI-Enabled Architectural Kata**, where we'll tackle a real design challenge together, using generative AI as a collaborator in the architectural process. Small teams will work through a complex scenario, but this time each team gets a unique **AI collaboration role** that shapes how they interact with AI during the session. Expect lively debate, creative solutions, plus an honest reflection on where AI helps and where human judgement still reigns supreme.
**Mark your calendars for Thu, Mar 5,** and join us at **Thoughtworks Event Space** for an engaging evening dedicated to software design and architecture. Whether you're a seasoned architect, an AI-curious developer, or just passionate about software design, this meetup is the perfect platform to share, learn, experiment with new ideas and meet passionate people.
**Event Schedule**
* **18:15** – Doors open for snacks, drinks, and socialization
* **18:45** – Introduction
* **19:00** – **AI-Enabled Architecture Kata**: Small teams' work session
* **20:30** – Presentations by teams
**❓ What is an Architectural Kata?**
Inspired by the concept of “Code Kata,” Architectural Katas are exercises that allow architects to practice their skills in a real-world scenario. It's about honing our craft in software design through practical, hands-on challenges in small groups.
Read more about Architectural Katas on [Neal Ford](https://nealford.com/katas/about.html)'s website or on the [original Katas site](https://www.architecturalkatas.com/) by Ted Neward.
**What makes this one AI-Enabled?**
Building on the classic Architectural Kata format, this edition adds a new dimension: **AI as a team member**. Each team receives a unique role card that defines how they collaborate with AI during the session.
The goal isn't to see who can prompt the best. It's to explore together how AI changes the way we think about, discuss, and communicate software architecture.
**What to bring**
Please have access to at least one AI tool on your phone or laptop (Claude, ChatGPT, Gemini, or similar). We'll provide a short prompting cheat sheet for architectural AI collaboration to get you started. No prior experience with AI for architecture work is needed!
**Venue**
**Thoughtworks Event Space**, Revaler Str. 31, 10245 Berlin
*(Please note that this is a different entrance from the Thoughtworks office located at Revaler Str. 29)*
**Sponsored by Thoughtworks**
A big shout-out to [Thoughtworks](https://www.thoughtworks.com/) for sponsoring our event and supporting our mission to foster a tight-knit community of software design practitioners.
**Code of Conduct**
We adhere to the [Berlin Code of Conduct](https://berlincodeofconduct.org/) to ensure a welcoming and respectful environment for all participants.
**Spread the Word**
We believe the more, the merrier! If you think this meetup resonates with your friends or colleagues, please feel free to share this event with them. Your personal recommendation would not only enrich our community but also enhance the overall experience for everyone involved.
You can easily share this event by forwarding this invitation or sharing our event link on social media. Let's grow our community together and make this inaugural meetup a memorable and valuable experience for everyone!
**Hosting and Sponsorship Opportunities**
Interested in hosting or sponsoring future events? Check out our [Sponsor proposal](https://docs.google.com/document/d/1tXMpuB3L0x1lQKsDgO2YftWx6LATfMZADwrZwP2Ylg0/edit?usp=sharing).
A random walk through Julia's compiler with Valentin Churavy
In March we welcome [Valentin Churavy](https://github.com/vchuravy) to talk about the [Julia frontend](https://julialang.org) for LLVM.
Valentin is a long-term contributor to JuliaLang, JuliaGPU and EnzymeAD. He is a Research Software Engineer at [JGU](https://www.uni-mainz.de/) and Uni Augsburg, and graduated from MIT where he did his doctorate in the [JuliaLab](https://julia.mit.edu/).
Julia is a high-level dynamic programming language that is widely used in technical computing. Let's explore how Julia uses LLVM to target CPUs, accelerators and even synthesize gradients.
Small snacks and drinks will be available. There is always space for outside topics and discussions. If you have specific questions, please bring them. Looking forward to meeting everyone again!
Staying relevant: Data, innovation and the architecture of decision-making
Finally, it’s happening! [Value Rebels](https://www.valuerebels.com/) are thrilled to invite you to another [Product Management Night](https://productmanagementnights.com/), this time in the inspiring office of [Babbel](https://uk.babbel.com/). Under the banner “Staying Relevant: Data, innovation, and the architecture of decision-making”, we’ll explore how to stay innovative in a fast-changing environment and what it really takes to make meaningful, data‑informed decisions in a world saturated with signals.
📅 **Date**: March 5th
📍 **Location:** Babbels office at [Andreasstraße 72, 10243 Berlin](https://maps.app.goo.gl/PNNNehcW9GmBdf6T7)
🥂 Drinks & Finger Food Provided (veggie/vegan)
**Timetable**
18:00 \| Doors Open: Networking over drinks and light food
18:45 \| Intro and hello from Value Rebels and Babbel
19:00 \| “Escaping the innovator’s dilemma: How established companies stay disruptive” \- An on\-stage discussion with [Diana Pulnar](https://www.linkedin.com/in/diana-pulnar-51781b13/)
19:30 \| Break
19:40 "What data-driven, actually means in 2026" - A talk by [Markus Kiefer](https://www.linkedin.com/in/markus-kiefer-979372388/)
20:10 \- 21:00 \| Closing & Networking
(Please note: times are approximate)
**Get to know our experts & speakers**
🎤 **[Markus Kiefer](https://www.linkedin.com/in/markus-kiefer-979372388/)**[ ](https://www.linkedin.com/in/markus-kiefer-979372388/)is a Tech & Data Consultant passionate about turning data into better product decisions. He works with product and engineering teams to design data-driven systems and helps organisations not just to understand their users but the systems that increasingly decide for them.
🎤 **[Diana Pulnar](https://www.linkedin.com/in/diana-pulnar-51781b13/)** is VP Product at Babbel, where she leads teams that translate speech technology and learner insights into concrete outcomes. She focuses on product strategies that balance data with real learner behaviour and uses experimentation to keep decisions anchored in results for learners.
**Why join us?**
* **Discover how to stay relevant:** explore how established teams handle innovation, trade‑offs and the tension between today’s business and tomorrow’s bets.
* **Rethink what “data‑driven” means:** move from more dashboards to understanding the whole system behind your product decisions.
* **Connect with peers who get it:** share experiences with senior product, tech and data people facing similar constraints and ambitions.
**Who should attend?**
Product Leaders & Drivers
C-level & Business Leaders
Experienced product contributors
🚨 Limited spots available - reserve yours only if you’re sure you can join!
📸 **📸 Please note:** We will be capturing event photos for promotional use. Let us know if you prefer not to be photographed. Photos are only taken of people who give consent on site. You can always say no or change your mind on the day or by emailing employerbranding@babbel.com
🔜 Looking forward to seeing you on March 5th
Berlins großes Ü20 Speed Dating Event
**Berlins großes Speed Dating Event (20-35 Jahre)**
Hast du Lust, Singles in deinem Alter direkt persönlich kennenzulernen?
Wie wäre es, wenn es ein Event gäbe, wo sich möglichst viele tolle Singles aus Berlin an einem Abend treffen?
Mit Berlins großem Speed Dating Event hast du jetzt die Chance auf bis zu 15 einzigartige Dates an einem Abend!
Sicher dir jetzt dein Ticket, bevor alle Tickets weg sind.
[www.speeddating-xxl.de/speed-dating-berlin](www.speeddating-xxl.de/speed-dating-berlin)
Comedy & New Friends: Open Mic Show
**MELDE DICH FÜR DIE VERANSTALTUNG AN, INDEM DU DIE [WEMEET-APP HIER](wemeet.weroad.com/event/5775955e-6f00-44e3-a535-2f7288236744) HERUNTERLÄDST**
Neu in Berlin? Alte Freunde zu beschäftigt? Zeit, das zu ändern! Wir treffen uns einmal pro Woche, um gemeinsam neue Events zu erleben, neue Leute kennenzulernen und einfach eine gute Zeit zu haben.
Bei **Comedy & New Friends** geht es diesmal um **eine Open-Mic-Show**! Freu dich auf einen witzigen Abend, gute Stimmung und jede Menge Gelegenheit, in entspannter Atmosphäre neue Leute kennenzulernen.
🤝 **Kein Ghosting. Kein Drama.**
Wer sich anmeldet, kommt auch. Und wenn nicht: bitte rechtzeitig absagen, damit niemand allein warten muss.
Wir übernehmen Organisation und Reservierung. Du bringst Offenheit und gute Laune mit – mehr braucht es nicht!
Komm vorbei, lach dich schlapp und lerne deine neuen Freunde kennen! 💚
Berlin Sprachcafé. Learn and practise German easily (A1-A2)
The Language Café is primarily aimed at people who are struggling with their mental health which can make it hard to go to regular courses. We want to create a safe space for everyone to learn and practise without pressure. Everyone is welcome! Please try to be on time so we can all get started together :)
We mainly practise on a beginner/lower intermediate level and adapt to everyone's prior level of German.
The Language Café will focus on teaching you the most important words and phrases and basic grammar in German. The content of the course is adapted to real life. (everyday life in Germany, dealing with authorities, etc.) We will cover different topics every week and you can join us anytime, since the topics do not necessarily build on each other.
The Sprachcafé is for free.
\*If you cannot make it please cancel your participation so someone else from the waiting list can join, thank you!\*
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PostgreSQL Berlin March 2026 Meetup
Zalando is graciously hosting us for our first Meetup in 2026. And we are doing it a bit different: we have two rooms, and two talks in parallel. This gives you the opportunity to choose between two talks, for a total of four talks.
This year, we’re especially happy to welcome Amazon Web Services as the food sponsor for our meet-up. Thanks to their support, our community can enjoy great conversations over great food — making the evening not only insightful, but also delicious. Meet the AWS experts Sikandra Chaudhary, Daria Aleshkova, and Narendra Tawar. Narendra will be delivering a talk on PostgreSQL and AI, sharing practical insights and real-world experience. We truly appreciate AWS’s commitment to supporting local tech communities and helping us create a warm, welcoming atmosphere for everyone.
**PLEASE BRING YOUR PHOTO ID**
**USE THE MAIN ENTRANCE TO BHW ON THE SIDE OF UBER ARENA**
**Agenda**
Two sessions run in parallel in rooms codenamed "Auditorium" and "Festival"
**18:30** \- doors open: registration\, networking\, and drinks
**19:00 - 19:05** Auditorium, "Event intro" by Sergey Dudoladov, Senior Database Engineer in Zalando.
**Auditorium: Track A**
**19:10 - 19:55** "How we made WarehousePG Open Source (again)" by Andreas 'ads' Scherbaum, a WarehousePG Principal Engineer at EDB and a Founding Member of PostgreSQL Europe
**19:55 - 20:15** Networking, Q&A, and pizza
**20:15 - 21:00** "From 20 seconds to sub-second: Speeding up CloudNativePG wake-ups" by Tudor Golubenco, CTO of Xata
**Festival: Track B**
**19:10 - 19:55** "The Role of PostgreSQL in the AI World" by Narendra Tawar, Sr Database Specialist SA, AWS
**19:55 - 20:15** Networking, Q&A, and pizza
**20:15 - 21:00** "Modernizing Postgres Communication with Hackorum", by Kai Wagner, Percona
**21:00 - 22:00 Networking, Q&A, and pizza**
**22:00 - The End**
**Abstracts**
**How we made WarehousePG Open Source (again)**
WarehousePG is an Open Source fork of Greenplum Database, which by itself is a fork of PostgreSQL. The project was born after the upstream project was made closed source.
This talk gives a quick overview of the history of both projects, which already spans more than two decades. We then dive into the reasons for creating a fork, and all the stumbling stones we had to pass in order to make this project open source again. We also talk about the challenges of CLAs (Contributor License Agreements) and what implications the PostgreSQL and Apache Licenses have for the project.
Speaker: Andreas 'ads' Scherbaum
**The Role of PostgreSQL in the AI World**
As artificial intelligence (AI) continues to revolutionize industries, the need for robust, scalable, and efficient data management solutions has never been greater. PostgreSQL, with its extensibility, performance, and advanced data capabilities, plays a crucial role in enabling AI-driven applications. This talk explores how PostgreSQL supports AI workloads, from managing vast datasets and integrating with machine learning frameworks to leveraging extensions like PostgreSQL ML, TimescaleDB, and JSONB for AI-ready storage and querying. Attendees will gain insights into best practices for using PostgreSQL in AI pipelines, optimizing performance for AI inference, and harnessing the power of open-source innovation to drive intelligent decision-making. Whether you're a data engineer, AI researcher, or PostgreSQL enthusiast, this session will showcase why PostgreSQL is an essential component in the AI ecosystem.
**From 20 seconds to sub-second: Speeding up CloudNativePG wake-ups**
CloudNativePG (CNPG) is a popular and battle-tested operator for running Postgres on top of Kubernetes. At Xata, we’ve been using CNPG and extending it in several different directions. One of them is implementing a scale-to-zero plugin: clusters hibernate when inactive and they wake up automatically when new connections are created.
After adding scale-to-zero, we’ve faced the challenge that the CNPG wake-up from hibernation is rather slow.This is an optimization story about how we reduced the wake-up times from 20+ seconds to under one second.
Speaker: Tudor Golubenco
**Modernizing Postgres Communication with Hackorum**
In 2026, the debate over whether mailing lists are still "state of the art" continues to divide developers. While some view them as relics, we cannot neglect the unique benefits of their decentralized, archival nature. Rather than fighting over platforms or ignoring the friction, Hackorum asks a simpler question: Why not just improve the user experience?
Hackorum transforms the daunting mailing list "firehose" into a modern, forum-style interface without breaking the underlying email culture. It is designed to lower the barrier for new contributors while providing power tools for veterans:
Seamless Integration: Real-time sync between mailing lists and daily sync of the Commitfest status.
Modern UX: Per-message read tracking, tagging, and contributor profiles.
Enhanced Coordination: Shared notes and mentions to streamline complex reviews.
We have to stay open minded and willing to expand our horizon and as such Hackorum is rapidly evolving. While our roots are in development, we are currently expanding to include broader mailing lists like -general and -docs. Our goal is to make the entire Postgres ecosystem more accessible and usable for everyone. Join us for a demo of the latest updates and help us shape the future of Postgres communication.
Speaker: Kai Wagner
**About the speakers**
**Andreas Scherbaum** has been working with PostgreSQL since 1997. He is involved in several PostgreSQL related community projects, member of the Board of Directors of the European PostgreSQL User Group and also wrote a PostgreSQL book (in German).
Since 2011 he was working for EMC/Greenplum/Pivotal and tackled very big databases. Until 2024 he was doing the same - but with maybe even more and bigger databases - for Adjust GmbH in Berlin.
Now he's working at EDB as WarehousePG Principal Engineer and is helping customers with even larger databases.
**Tudor Golubenco** is the CTO of Xata, a Postgres platform with branches and zero-downtime, reversible schema changes. Before Xata, Tudor worked as a tech lead at companies like Elastic and Oracle.
**Narendra Tawar** \- Sr Database Specialist SA
I am accomplished database professional with 21 years of comprehensive experience across Oracle, PostgreSQL, Microsoft SQL Server, and MySQL environments, with specialised PostgreSQL expertise since a decade. Currently serving as a Senior Data Migration Specialist at AWS, I architect and execute complex enterprise migration strategies while actively expanding into Generative AI technologies to enhance migration efficiency and optimize data workflows. My core competencies include database architecture, performance optimization, migration planning, and cross-platform data integration, combining decades of hands-on experience with modern cloud methodologies to deliver scalable, reliable data solutions that bridge traditional database principles with emerging AI capabilities.
**Kai Wagner** \- I’m Kai\, a Senior Engineering Manager at Percona with almost two decades of "bleeding" open source in my DNA\. From the Linux Kernel and Ceph at SUSE to leading PostgreSQL development today\, my career is built on a foundation of transparent communication and community\-driven innovation\. In my free time\, I'm a handball\, agility and movement coach for various ages and teams\, next to spending time with the family and on the house\.
**Note**
We will again take notes who signs up and does not show up. This information will be used to provide seats to others at future events. Plain and simple: please only sign up if you plan to attend.
Microsoft Office Events This Week
Discover what is happening in the next few days
Crochet your style
[Sharabeek.crochet ](https://www.instagram.com/sharabeek.crochet?igsh=MThsMzV3emh5YjRvOQ%3D%3D&utm_source=qr) invites you to join a crochet workshop in Berlin
_________________________________
Turn boring socks into bold, handmade pieces in our Crochet Workshop — where creativity meets good vibes.
_________________________________
6 March
19:00–21:00
Khan Aljanoub Bookshop, Berlin
__________________________________
Bring:
✔️ Clean socks that need a glow-up
✔️ €20 for one session
✔️ Your good mood
Sama — your crochet guide — will provide all the tools and yarn, and show you step by step how to crochet your own style.
Language : English and Arabic
No experience? Perfect. Beginners are more than welcome — everyone starts somewhere
Limited spots — contact us to book your seat
Lean Coffee for Managers & Leaders
Join us for an upcoming in-person Lean Coffee meetup. Lean Coffee is a lightly-structured meeting format where the attendees create the agenda.
Bring your management challenges; whether you're managing people, products, processes or beyond, and solve them together with peers from a diverse set of backgrounds.
This event is great for anybody trying to create better ways of working and wants to share with + learn from others trying to do the same.
Acro Yoga Kurs/Jam
AKRO YOGA
Jeden 2. Sonntag: Kurs
Jeden 1., 3., und 4. Sonntag: Open Jam
15 bis 18Uhr
\*KURS\*
Partner-Akrobatik im Offenen Wohnzimmer - Open Level Class
Der Kurs richtet sich an alle, die noch nie Partnerakrobatik ausprobiert haben, aber motiviert und interessiert sind. Aber auch für Menschen, die schon Erfahrungen mitbringen, wird etwas dabei sein. Wir praktizieren L-Basing (bei der eine Person auf der Erde liegt und eine andere Person auf den Füßen oder Armen balanciert).
Wir werden uns jede Woche mit einem neuen Flow beschäftigen, wobei unser Fokus vor allem auf sauberer Technik und Sicherheit liegt.
Du kannst gerne alleine kommen, wir werden im Kurs Partner\*innen zum Ausprobieren der Flows finden.
Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort.
\*OPEN JAM\*
Partner-Akrobatik im Offenen Wohnzimmer - Offene Jam
Du möchtest deine neu gelernten Flows und Figuren aus der Partnerakrobatik mit anderen Menschen ausprobieren? Dann bist du hier genau richtig. Wir wollen gemeinsam einen Raum schaffen, in dem wir gemeinsam an unseren Flows arbeiten und kreativ experimentieren können.
Nach einem gemeinsamen Warm Up wird frei ausprobiert, um am Ende bei einem gemeinsamen Cool Down wieder zusammen zu kommen.
Du kannst gerne alleine kommen, es wird genug potentielle Partner\*innen vor Ort geben.
Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort.
\*\*\*\*
Anmeldung erforderlich : melde dich bitte an unter [akro@filua.de](mailto:akro@filua.de)
Productive Sunday Morning - Co-Working Session (Deep Work, all work welcome)
Hey everyone!
I’m organising a co-working + socialising session for all of us who like to work on something (e.g. our own project, freelance or remote work) but don't feel like sitting alone at home. 🙂
To ensure that we have both **socialising** AND **working**, we will be using the so called “Pomodoro” technique:
**50min of deep work** (silent), followed by **10min of break** to socialise. Then repeat! If you get into flow, you're also welcome to skip the breaks.
It’s an effective way to stay focused - you can read more about it [here](https://en.wikipedia.org/wiki/Pomodoro_Technique).
Anyone from any background is welcome, whatever project you are working on or whatever is your personal background.
I (the host) speak English and German, so either is fine :-)
——————————————————-
AGENDA:
* **15min Intro**
* Get to know everyone, talk about what you will work on today
* **Pomodoro Session** (3x) - *Each Pomodoro session consists* *of...*
* ...**50min** of uninterrupted “deep work” (no talking, no interruptions, no phones)
* ...**10min** of break: share your progress with others, talk about what you are stuck on etc.
* Repeat
* Conclude and celebrate your progress
Share your progress, socialise and get to know others 😊
————
We'll be at the Social Hub Berlin (they have a food menu in case you get hungry). The structured part will end at 2:30pm, but you're welcome to stay longer, go for lunch together, or leave earlier. See you there 🩵
**\*\*We'll reserve the long table. Please update your RSVP in advance if you can't attend!\*\***
Philosophy talk - Treptow-Köpenick
Philosophy Discussion Meetup – Exploring Life’s Big Questions Through Books
Join us for an open and friendly philosophy meetup where we explore life’s deepest questions through thoughtful conversation, shared reading, and discussion.
Each participant is welcome to bring a book they are currently reading and share interesting ideas or questions from it. One of our main reference books is Sophie's World, which we often use as a starting point for discussion.
🗓 What to Expect
Each meeting follows a relaxed and engaging format:
Welcome & Introductions (10 minutes)
Brief introductions and sharing what everyone is reading.
Book & Topic Sharing (20 minutes)
Participants present a short passage, idea, or question from their book.
Group Discussion (45–60 minutes)
Open discussion based on the shared material, often inspired by Sophie's World and related philosophical themes.
Wrap-Up & Social Time (15 minutes)
Final reflections and informal conversation.
No prior philosophy background is required—curiosity and openness are enough.
🎒 What to Bring
Please bring:
A book you are currently reading (optional but encouraged)
One or two questions or ideas from your book
A notebook and pen (optional)
If you don’t have a book, you are still very welcome to join and participate.
📍 How to Find Us
We meet at:
Milchkaffee
Kirchstraße 5, 12555, · Berlin, DE
Look for a group with books and notebooks on the table
Please arrive at least at max 15 min late. The Café will take the empty seats of our table after that. So if you arrive after that, you might not have a place to sit.
🤝 Group Values
Respectful and open discussion
No judging or “winning” arguments
Everyone gets a chance to speak
Different viewpoints are welcome
Curiosity over certainty
Whether you are new to philosophy or a long-time reader, this group offers a supportive space to think together and learn from one another.
We look forward to reading, questioning, and reflecting with you.
Creative Code Stammtisch [NEW LOCATION @ Prachtsaal]
**⭐ NEW LOCATION! ⭐ PLEASE ARRIVE BEFORE 8PM! ⭐**
The Creative Code Stammtisch is a casual show-and-tell for artists, makers, designers, coders, performers, learners and anyone interested in the use of computing skills for artistic expression.
The event is free and open to all, regardless of age, origin, gender or experience. Beginners and first-timers should feel especially welcome! You don't have to be a coder yourself 😃
HOW TO FIND US?
Find Prachtsaal Studio by crossing the courtyard next to Cafe Augusta on Jonasstr. 22, 12053 Berlin. **NOTE: NEW LOCATION!**
WHAT SHOULD I EXPECT?
We start with quick introductions, then open the floor to anyone who wants to present something. There are usually around six 10-minute slots available, plus time for questions from the audience. First-timers are encouraged to share their work.
Topics range from net art to computational design and interactive installations all the way to wearable electronics or generative poetry. If you’re wondering whether your own project might fit, take a look at the [Stammtisch archive](https://creativecodeberlin.github.io/Stammtisch/) to see what others have shared in the past.
This event is *not* just for coders! New-media artists and anyone working with technology in their art are very welcome to share. If you enjoy art and/or technology, you’ll likely have a great time, and maybe even learn something new!
BEGINNERS WELCOME!
If you’re new to creative coding, you can find beginner-friendly resources at [creativecode.berlin/learn](https://creativecode.berlin/learn).
THIS IS YOUR SPACE
We do our best to create a welcoming environment for all people regardless of race, ethnicity, color, religion, gender identity, sexual orientation, national origin, age, disability, or genetics. People from group generally underrepresented in open-source, art, and technology fields are warmly encouraged to come by. And if you know someone who might enjoy this meetup but isn’t sure it’s for them, let them know they’ll be welcome!
SAFE SPACE POLICY
We support the Berlin Code of Conduct:
[berlincodeofconduct.org](http://berlincodeofconduct.org/)
Please read and make sure you agree with its content.
ACCESSIBILITY
Prachtsaal Studio is located on an easy to access ground floor. We're very sorry to say that the bathrooms are not wheelchair accessible yet.
DO I NEED TO SPEAK GERMAN?
We speak mostly English so international guests are more than welcome! Our team also speaks French, Italian, Spanish, Dutch, Finnish and German... though language availability may vary depending on which organizers are present :)
CONTACT
Raphaël de Courville
team@creativecode.berlin
+49 (0) 176 70070572
or get in touch via [creativecode.berlin](https://creativecode.berlin/)
***
The featured artwork of the month is by aBe.
We'd love to feature your work on the cover for the next Stammtisch! Please send an image at team@creativecode.berlin
Build & Learn: Data Science with Coffee [DEMO DAY]
📅 **Week 7: Presentation Day!**
Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project
Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed!
📌 By the End of a Full Cycle, You should Have
🎯 A working project in your own GitHub repo
🎯 A small but real portfolio piece you can demo or write about
🧠 **Current Project**
This cycle’s shared project is an **image-based knowledge extraction system**.
In **Week 7**, we celebrate and present. This is our **Showcase Night**.
Participants will:
* Present their project (5–10 minutes each)
* Demo their pipeline or flashcard system
* Share challenges, lessons learned, and technical decisions
* Give and receive thoughtful feedback
We’ve come a long way — from raw images on our phones to a complete, working portfolio project — and this week is about learning to clearly explain your ideas, your challenges, and the technical decisions behind your work.
\*\*\*
**👋 Who Is This For?**
🔹 Beginners who learn best by doing — no prior experience needed
🔹 Career switchers from product, engineering, design, marketing, or other fields who want to break into data
🔹 Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects
🔹 Data professionals who want a creative playground outside of work
🔹 Anyone with big questions and a love for learning through experimentation
\*\*\*
**BUILD. LEARN. EXPERIMENT. OVER COFFEE.**
Come hang out, meet like-minded people, and work on something fun.
📍 Based in Berlin – in-person meetups only (for now!)
💻 Laptops + ☕ highly encouraged
Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w)
Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing)
\*\*\*
✨ Who’s Hosting?
I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.
Microsoft Office Events Near You
Connect with your local Microsoft Office community
Building Agents with Microsoft Foundry
We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.
CBusData - Discover the Power of Window Functions
Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems:
* Using running totals
* Performing operations in intervals
* Identifying data gaps and islands
* Performing aggregates without losing detail
Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.
Agile Coaching Circle -- IN-PERSON
Join other experienced and aspiring agile coaches and professionals to:
* develop and practice your coaching skills in a peer-to-peer environment
* share current successes and challenges in your work environment and get support from each other
* learn from each other, build better relationships and experiment with new ideas
Monthly Meeting (Getting Ready for Spring Macro Photography)
TOPIC (Getting Ready for Spring Macro Photography):
Insects are hatching, and flowers are blooming soon. Join us for a presentation on Spring Macro photography and get primed for the photographic season ahead.
Meeting Schedule:
1. 6:00 - Introduction, Meet New Members
2. 6:10 - Old Business
3. 6:20 - New Business
4. 6:30 - Pre-Shoot Briefing/Education
5. 7:15 - Break
6. 7:30 - Image Critique
7. 8:00 - Adjourn
Pre-Shoot Brief/Education:
NIK Collection 8
Image Critique:
Previous Photoshoot Images (iPhone images and Christmas Cards). If anyone has images they would like critiqued, please provide them at the beginning of the meeting.
Providing Images for Critique:
For now, I will collect images at the beginning of the meeting on a USB memory stick. My computer has USB-C ports, so a USB-C memory stick or one with dual (USB-C / USB-A) ports will be needed.
Images should follow these format rules:
JPG - 80% quality or higher
132 dpi resolution
2048 pixels across the long edge
Embedded colorspace - sRGB
Columbus Code & Coffee 84 @ Improving
Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you!
**What to Expect at the Intro Circle**
\~\~\~\~\~\~\~\~\~\~\~\~\~
Near the beginning of the event (1:30 pm), we do a standup:
* Organizer announcements, updates, and logistics
Round 1 - (7 secs max):
* Your name
* What you're working on
* What you can help others with
Round 2:
* Community events you wanna plug. If none, that's cool too.
Round 3:
* Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool.
After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!
Quarterly Goals Reset for Product Professionals
One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that.
As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact?
Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization.
We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM.
📍 First Watch - 7227 N High St
Located in: The Shops at Worthington
Ample parking is available.
Food and beverages will be available for purchase.
Start your morning with clarity and connection — we hope to see you there! ☀️



















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