Data Governance

**📅 Week 1 Focus: Kickoff & New Shared Project Theme** We’re starting a new **7-week cycle** with a clear theme: **building one data science project together from start to finish.** 👩‍💻 No experience required 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 (covering data engineering, data science, and deployment). You’re welcome to work on your own project if you prefer, but the shared project gives everyone a common foundation and learning rhythm. 🧠 2026 First Project This cycle’s shared project is an **image-based knowledge extraction system**., including: * Taking photos of book pages or documents * Extracting and cleaning text from images * Structuring that information into something useful (e.g. flashcards, notes, summaries) 📌 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 🎯 Experience going from messy inputs → concrete outcomes Perfection isn’t the goal—finishing something real is. ✨ 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—and I care a lot about learning through building, not hype. 📅 When: Saturday, Jan 24 · 9:30–11:30 📍 Where: Torstraße 59, Forward Earth 💻 Bring: Your laptop, an idea—or just curiosity

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

**Line-up TBA** **English Comedy Special that will finally make you delete the dating apps - because there's no hope! Featuring 4 headliner level comedians!** Please sign up at [eastwestcomedy.com](eastwestcomedy.com) in addition to RSVP here to guarantee seating !! Our Saturday shows have been SOLD OUT almost every time, so PLEASE book online and don't take chances ;) !! **Neukolln's favorite (by popular vote) comedy club East-West Comedy presents the new, topical show all about love & dating f\*ckups! In Berlin, you don't know who to hate the most: emotionally dead weirdos you meet online, people who refuse to pay the asking price for your feet pictures on OnlyFans, or the smug, preachy couples they form when they find each other. Is there any actual hope? Nah. But there are funny stories to tell to your closest friends (or to a room full of drunk strangers for money). 4 experienced comedians from USA, UK, Europe, Asia and more, will possibly kill your last remnants of hope - but promise you'll have helluva fun in the process.** Google rating: 5.0 / 5.0 ★★★★★ “Laughed a lot, will come again for sure” Oliver, UK ★★★★★ “A cozy place with high quality live comedy!” Joanna, Hong Kong ★★★★★ “Great comedy show, talented comics and very nice atmosphere” Mariia, Ukraine ★★★★★ “Comedians were good, beer was good, ambiance was super nice!” Gaelle, Lebanon ★★★★★ “The humour hit us right on the spot!” Eve, China ★★★★★ “Perfect evening of laughter” Igor, Croatia ★★★★★ “Cozy stand-up venue with hilarious international artists and audience!” Elvira, Russia ★★★★★ “Great new shows at one of Berlin’s coolest venues!” James, USA Doors: 7:00 PM Show:7:30 PM Entry: Pay What You Want\* (seat reservation required): you reserve your seat for free, and Pay What You Want at the end of the show, depending on how much you think the show is worth (recommended fee: €10-15). Reservations expire 10 minutes before the start of the show. \*It is not within our principles to promote a show as "Free Entry" and ask for a "not-so-voluntary" donation at the end. This show is paid - we just let you decide the price ;)

We invite you to join us for a shared cinema experience followed by an open discussion. Together we will watch **“Kon-Tiki”**, a film based on the true story of Thor Heyerdahl’s extraordinary expedition across the Pacific Ocean — a journey driven by curiosity, courage, and the desire to challenge established ideas. **Movie details:** 🎥 *Nor-Way: Kon-Tiki :* [Kon-Tiki Official Theatrical Trailer (2013) - Oscar Nominated Film HD](https://www.youtube.com/watch?v=0VdQUc1C1Fs) 🎞️ Rated FSK 12 📅 **Saturday, January 24, 2026** 🕒 **2:45 PM** 📍 **Cinema 1** 🎟️ **Tickets:** You can get your ticket online: [BABYLON in Berlin - Nor-Way: Kon-Tiki](https://babylonberlin.eu/programm/festivals/nor-way/9606-nor-way-kon-tiki), or we can buy tickets together at the cinema. 👉 **[Join Group Chat](https://chat.whatsapp.com/Ba8ZAaH2Yuk6FGmD3LLO7H)** After the screening, we will go together to a nearby **café** to continue the experience with an informal discussion.

You are invited to a Cookies&Boardgames evening in Charlottenburg. There is enough space for 3 board game tables and about 15 people. In addition to this meetup participants, other people from my board game group will join. My games collection includes party games like Code Names, Saboteur, Camel Cup, euro games like Wingspan, Ecos, Photosynthesis, dexterity games like Menara and Junk Art, and some heavy weights like Tapestry and Civilization. Feel free to bring your own board games too :) My apartment is in short walking distance from Messe Nord subway station. You will get the full address to my apartment via meetup app message. Kind regards, Sebastian

**Join us for a swim at Stadtbad Tiergarten Pool (near Hauptbahnhof)!** Hey everyone, We are doing a casual non-professional swim. It's an indoor heated (+26°C) pool, and I'd love for you to join us! We'll be gathering for a casual chill 30-minute swim. No need to race or compete, just enjoy the water and calm after completing the swim. Afterwards we go to a nearby café for coffees and chat, but no pressure to stick around - totally optional! **Bring** * swimsuit * towel * 1 Euro coin (for a locker) * ticket (5.50€, buy online or on site) **Where** In the entrance hall inside the pool.

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

Meinungsaustausch, Investmentideen, Buchbesprechungen, Charttechnik, Fundamentalanalyse. Wir diskutieren über die Themen Börse, Investment und Trading. Verkehrssprache ist deutsch. Egal ob Anfänger, Profi oder "will nur mal gucken": jeder ist willkommen und kann mitreden. Die Veranstaltung ist insbesondere geeignet für aktive Händler in Einzelaktien, Optionen und Rohstoffen. Es geht viel um technische Analyse und technische Markteinschätzung, aber auch um fundamentalanalytisch basierte Einzelaktienauswahl, Volatilitätshandel und Optionshandel. Es gibt ein Musterdepot, dessen Struktur und Performance als Diskussionsgrundlage dienen soll. Jeder kann seine Meinung dazu äußern. Das Musterdepot findest Du bei wikifolio.com unter https://www.wikifolio.com/de/de/w/wf000bit01 Meinen Youtube-Kanal findest Du hier: https://www.youtube.com/channel/UCCmOeA2-rAS2P8YZNp11N6Q Kryptowährungen spielen thematisch nur eine untergeordnete Rolle. Der Kurzvortrag mit Diskussion startet pünktlich 17.15 Uhr. Wer viel Aufmerksamkeit braucht, kommt einfach zu spät und wird von allen angeschaut :-) Wer noch Kontakte knüpfen oder quatschen möchte, sollte schon ca. 16.30 Uhr kommen. Die Veranstaltung endet püntklich um 19 Uhr.

Come celebrate our 2nd Anniversary! Sip Happens! Berlin turns 2 years old 🐥 After the raging success last year of our 1st Anniversary, we’re so happy to say that we made it already to the terrible twos! And not only are we celebrating our event’s existence, we also have several of our hosts with birthdays. We’d love to welcome you on this special night! ——- Meet up and join us this Saturday! Whether you're a long-time resident or just travelling through, come and meet new people to have fun, make new friends and enjoy your Saturday evening in a safe and welcoming environment at one of Berlins fantastic bars (and then there's always people who want to go to a club afterwards). This week we're heading to the fantabulous **Tabula Rasa** (see link to location). We always have several organisers there (male and female), so come say hello to us! We care to make sure that everyones enjoys themselves and we have **no tolerance for bad behaviour or creepiness.** **Follow us on Insta:** @siphappens.berlin **Join us on Telegram:** t.me/siphappens_berlin **👉 Other important notes:** \- 🍸 The locations we visit are bars and clubs\, they are businesses and we are able to keep these events free ONLY if people buy drinks\. Please respect the locations and the event by making purchases \- 🦹‍♂️ Remember to keep an eye on your belongings and prioritize your own well\-being\. We are not responsible for any lost items or personal issues\. \- 📷 By attending our events\, you consent to being photographed or filmed\. Photos and videos taken during the events may be shared on our social media\. If you do not wish to appear in the photos or if you appear in a photo that we post that you would like removed\, please send us a private message as soon as possible on Instagram \(@siphappens\.berlin\)

Join us for a relaxed Sunday meetup at Futurium. We’ll explore the exhibitions together and chat as we go. It’s free entry and a great winter option because it’s indoors and warm. * **Where:** Futurium main entrance, Alexanderufer 2, 10117 Berlin * **When:** Sunday 25 January, 14:00 * **Meeting plan:** 14:00 sharp. I’ll wait **5 minutes max**, then go in. After that I won’t check my phone. If you’re late, you can find us inside or tour the museum on your own. * **Costs:** Free entry * **Plan:** Quick hello, then we explore in a relaxed loop and regroup now and then. Depends on how we feel, we might go for drinks afterwards. We want everyone to feel safe and comfortable. Please respect boundaries. Harassment or disrespectful behaviour isn’t welcome and may mean removal from future events.

Hi, I am Zoe, a software engineer by profession. I have been running this support group since a year 😇 What to expect in the circle: \- The first 45 minutes we can spend to get coffee and settle down \- On a volunteer basis\, each of the attendee will then get some time to share things that they are dealing with\, perhaps for 2\-5 minutes \- You can skip sharing even if you are in a circle\, there's no force \(and there will never be\) on you to share\, staying silent and listening is completely ok \- Attendees can recommend books or reading material if they like ///// ….. /////// Code of conduct: 📓 Please arrive on time. There are no requirements or expectations of any kind. Speaking is encouraged but not compulsory. All issues are legitimate and deserve attention. Everyone is entitled to share their experience, including yourself. Speak honestly and respectfully. Try not to downplay or invalid other people's feelings, or your own. Pay attention to physical and emotional boundaries. Avoid raising your voice, interrupting or talking over anyone else. Be aware of how much you’re participating so everyone gets a chance to speak. Refrain from giving unsolicited advice; what works for you may not for others. Respect privacy during this dialogue and beyond. What is said during the Meetup is not meant to be repeated outside. Notify the facilitator if you feel distressed or upset, or if you find someone's behavior inappropriate. Feel free to step out if you need to. Last but not least, have respect for everyone’s religious / cultural / nationality / race / gender / sexual / diverse backgrounds. ☀️

**The Vibe:** Agentic AI is moving too fast for „best practices.“ We are here to experiment, debug, and learn from each other. **The Plan:** I’m hosting a micro-meetup for software engineers who are actively exploring autonomous AI agents. Whether you are building with CrewAI, LangGraph, AutoGen, or experimenting with local LLMs – let’s compare notes. This is a „Lab“ session. We will: \* **Show & Tell:** Share what you are working on (even if it’s broken). \* **Dissect Approaches:** Discuss how to handle context, loops, and hallucinations in production. \* **Hands-on:** Bring your laptop. We try different setups live. The Logistics: 📍 Location: My Office in Grunewald area – Boardroom. 🎟 Capacity: Strictly limited to 6 seats. 🍕 Food/Drinks: Snacks and drinks provided. Who is this for? **Professionals eager to actively shape the future and elevate software engineering through Agentic AI.** We are looking for people ready to co-create the next generation of workflows, not just watch from the sidelines. Since we are a very small group, please only register if you are willing to actively participate in the discussion and hands-on lab work.

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)" Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition) **Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data. Attendees will learn practical patterns for implementing MCP in production workflows and applications. Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition)" Hello Everyone! Please join us for our Feb 10th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Practical Applications of Model Context Protocol (MCP) (Feb 2026 Edition) **Description:** This session explores how the Model Context Protocol (MCP) can be used to connect AI models with real-world tools and data. Attendees will learn practical patterns for implementing MCP in production workflows and applications. Through examples and use cases, the session highlights how MCP enables more capable, context-aware AI systems. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

**Inflow 6:00 PM - Talks Start \~6:30 PM** **Reston Community Center - 2310 Colts Neck Rd, Reston, VA 20191** NoVA Hackers is a group located in the Northern Virginia area and is made up of Information Security Professionals from all walks of life, from government and private sector, to students and beginners. The monthly meetings are held much like a mini-conference with 4-8 speakers and only a few basic but strict rules. Participation and Permission Active Participation is required for continued membership and is the only due required. Permission is required to be obtained from anyone providing information to the group from the person providing it to be made public by anyone other than the provider. Historically our talks generally run a bit late and we have a hard stop at 9:30pm for the room. If you want to socialize we recommend you arrive at 6 to meet and greet before the talks. Agendas and remote meeting option available after you join the group.

We’re excited to bring the community together for an evening of learning and connection. This time, we'll have a community member sharing a use case and, as usual, an Elastic employee sharing their expertise as well. Come support your fellow developers, learn something new, and meet others who are passionate about search, observability, and security. **Date and Time:** Tuesday, February, 10th from 5:30-7:30 pm EDT **Location:** Elastic Arlington Office - 4100 Fairfax Drive, Ste 500, Arlington, VA 22203 **Agenda:** * 5:30 pm: Doors open; say hi, grab a seat, and eat some food. * 6:00 pm: "Streaming Context: Powering Semantic Search with Kafka and Elasticsearch", by Sandon Jacobs, Developer Advocate at Confluent * 6:30 pm: Q&A * 6:40 pm: "Agent Builder: Providing Relevant Context for Data Driven Agents", by Joe Gentsch, Senior Solutions Architect at Elastic * 7:10 pm: Q&A * 7:20-7:30 pm: Networking & refreshments **Talk Abstracts:** **"Streaming Context: Powering Semantic Search with Kafka and Elasticsearch"** As the de facto platform for event streaming, we’ve seen how data from Apache Kafka can easily empower basic keyword search. But let's be real, modern semantic search applications need *context* to interpret the real meaning and intent of a user's query. We could wait around for the next batch job to kick off and provide that context... *or* we could serve it up in near real-time right from our data streams. In this talk, we'll discuss how to leverage data streams from Kafka to power much smarter semantic search with Elasticsearch. We’ll follow a simple event from a Kafka topic and see how it transforms into a powerful vector embedding. Then, we’ll see this whole flow in action using a k-Nearest Neighbor search to instantly find similar items in milliseconds. While my code examples will be in Java or Kotlin using the Spring Boot and Spring AI ecosystem, FEAR NOT! The core concepts—getting data into a vector format via a stream—are totally language agnostic. Join us to grab a few practical ideas you can take and use in your next project! **"Agent Builder: Providing Relevant Context for Data Driven Agents"** What are agents? What is context engineering? Join us as we dive into the importance of context engineering for providing relevant information to agents, and how to build grounded agents using Elastic Agent Builder. **Parking:** * The building’s parking garage is operated by Colonial Parking and is located off N. Randolph Street * Book a spot on[ SpotHero](https://spothero.com/search?kind=address&latitude=38.8818514&longitude=-77.1095268&search_string=4100+Fairfax+Dr+%23500%2C+Arlington%2C+VA+22203%2C+USA) * A Metro Station is located across the street

**\*\*\*This group is filled. Check out our next departure on Feb 20, 2026:** **https://www.meetup.com/moretoexplore/events/310787716/\*\*\*** Gaze at the Northern Lights, enjoy a sleigh ride, be a reindeer herder for a day, learn about the Sámi culture, visit an ice hotel, catch a fish (or two) through a hole in the ice, taste some good Scandinavian delicacies, visit the ABBA museum...My, oh my! These are just some of the fun activities we are planning to do during this once-in-a-life time adventure! Like all our adventures, this one is crafted from the ground up with the true spirit of Meetup in mind. We handle every little detail before and during the trip, accompany and guide the group, creating a stress-free journey with a laid-back, friendly vibe. No big tour operators, no inflated prices — we work directly with locals to give you authentic experiences and unbeatable value. Come as strangers, leave as lifelong friends — and make memories that stick forever! ***We visit:*** * Stockholm * Kiruna (Lapland) * Helsinki * Copenhagen (optional extension) ***The trip includes:*** \* 2 nights in Stockholm \* A night train from Stockholm to Lapland in a private sleeping compartment \* 4 nights in Kiruna \* 3 nights in Helsinki \* Airfare from Kiruna to Helsinki \* Arrival and departure transfers \* Sightseeing tours in Stockholm and Helsinki \* Boat ride in Stockholm \* Food tasting in Helsinki \* Breakfast daily \* 2 dinners and 3 lunches \* Northern Lights Tour \* Jukkasjärvi Icehotel Half-Day Tour \* Full-Day Reindeer Tour \* Ice Fishing or Husky Sleigh Ride **Price per person, double occupancy: $4770** (we match roommates for those wishing to share) **Price for single room: $6320** ***Not Included:*** x Transatlantic Airfare (we can help you arrange that) x Meals not listed above x Tips and any personal and incidental expenses x Optional extension to Copenhagen The only way to secure your spot is a $500 deposit **\*\*\*Deposit link removed as this date is sold out. You can reserve your spot for our next departure on Feb 20, 2026 [HERE](https://www.meetup.com/moretoexplore/events/310787716/) \*\*\*** Deposit is refundable up to 90 days before the departure (less PayPal fees).\*\*\* Final payment due 60 days before departure\*\*\* ***[Click Here](https://forms.gle/MqXy8zWAB6pv2dW37)***[ and Fill out this Form if you are making a Deposit](https://forms.gle/MqXy8zWAB6pv2dW37) For a detailed Day By Day itinerary: **[Click Here](https://forms.gle/cQdqYw74gAYqphXX8)**[ to fill out our info request form](https://forms.gle/cQdqYw74gAYqphXX8) Limited capacity of 14 total. This trip will fill up extremely quickly. \*\*\*Airfare from/to the US not included\*\*\* **OPTIONAL EXTENSION TO COPENHAGEN offered at $590 per person/double or $785 solo occupancy (air from Helsinki to Copenhagen not included)** ***[Click Here](https://secure.meetup.com/messages/?new_convo=true&member_id=131297062)***[ to Message Direct to Anna with any questions including airfare quotes.](https://secure.meetup.com/messages/?new_convo=true&member_id=131297062) She can help you arrange the airfare and answer any logistics questions. [Click Here to see all our other fun events](https://www.meetup.com/CulturalArts/Events) SOT 2000318-10

Dulles Code & Coffee is a collaborative community of software and technology enthusiasts seeking to learn, grow, and help each other. All skill levels are welcome. The concept is simple. Bring a laptop and ideas. We’ll provide coffee, tea, and donuts. Thank you to [BTI360](https://www.bti360.com/) for sponsoring this event. ## **Event Format** 1. At 9:15 everyone introduces themselves and briefly describes what brought them out this morning (project, homework, networking, etc.). 2. For the rest of the day folks work in the communal space, socializing and asking/giving help as desired. ## **Location** BTI360’s Office in Herndon The office is across from Worldgate, looking down on the toll road. ## **Address** 12930 Worldgate Dr, Ste 400, Herndon, VA 20170 [[map](https://goo.gl/maps/pF5ZrPUviX1vtmdSA)] ## **Logistics** * **Must be a U.S. Citizen to attend. Real ID verification is required.** * PARKING: Use the surface lot. All spaces marked MIII are open for parking. Please avoid Management spaces, State Farm and SP+ * ARRIVAL: Follow the signs from the front entrance to the freight elevator located in the parking garage on level P2. Take the elevator to Suite 400 (Floor 4). * How to find us video: [https://youtu.be/ohqFzyqiASE](https://youtu.be/ohqFzyqiASE) ## **Community Guidelines** We value the participation of each member of the community and want all attendees to have an enjoyable and fulfilling experience. To ensure a conducive environment, all participants are required to conform to our [code of conduct](https://github.com/DullesCodeCoffee/.github/blob/main/code-of-conduct.md).