Lego Robotics

Das alte T-Shirt mit einem Statement-Print wiederbeleben, eine verlorene Spielfigur nachdrucken oder einen Stempel designen: MeetUp im Humboldt Forum! In diesem dreistündigen Workshop sind alle Interessierten mit und ohne Vorkenntnisse dazu eingeladen, verschiedene Maker Space Technologien kennenzulernen. Wir erklären an unterschiedlichen Terminen (s.u.), wie sich mit Laser Cutter, 3D-Drucker, Schneidplotter, Näh- oder Stickmaschine nützliche Dinge für den Alltag herstellen lassen. Inspiriert von den aktuellen Ausstellungen und Themen des Hauses, können am Laptop mit der Software Inkscape oder Tinkercad eigene Grafiken und Objekte entworfen und gestaltet werden. Wer sich geschickt anstellt, kann am Ende ein fertiges Produkt mit nach Hause nehmen. Die Personenzahl ist begrenzt. Bitte buchen Sie **am Veranstaltungstag an der Tageskasse im Foyer** pro Person ein kostenfreies Teilnahmeticket! Der Workshop ist nicht für Kinder und Jugendliche unter 16 Jahren geeignet. **Die nächsten Termine und Themen:** **Nützliches aus Filz mit der Stickmaschine** 25\. April \(ohne/geringe Vorkenntnisse\) und 2\. Mai \(Fortgeschrittene\) **Pins und Anstecker aus dem 3D-Drucker** 23\. Mai \(ohne/geringe Vorkenntnisse\) und 30\. Mai \(Fortgeschrittene\) **WM-Special: Fan-Trikots selbst gemacht – Bitte T-Shirt mitbringen!** 20\. Juni \(ohne/geringe Vorkenntnisse\) und 27\. Juni \(Fortgeschrittene\) **Weitere Informationen:** Kostenfrei. Bitte buchen Sie Ihr Ticket direkt am Veranstaltungstag an der Tageskasse im Foyer. **Die Ticketbuchung im Voraus und im Webshop ist nicht möglich.** Dauer: 180 min. Ab 16 Jahre. Sprache: Deutsch, Englisch. Rollstuhlgerecht. Ort: Werkräume, 1. OG. Maximal 15 Personen.

Dear data-loving community, we’re excited to invite you to our next Meetup! This time in collaboration with [Spiced Academy](https://www.spiced-academy.com/en), who will be hosting us at their space. Join us on April 23 in Berlin and bring all your questions! :) **Tom Kaltofen: *"Building Deterministic Context Layers for AI Agents"*** [Tom Kaltofen](https://www.linkedin.com/in/tomkaltofen/) is an Engineer at [DHL Data & AI](https://www.linkedin.com/company/dhl-data-ai/) and a Creator at [mloda.ai.](http://mloda.ai.) About his keynote: "Data access and reuse are still unsolved, and AI agents are making it worse. This talk goes deeper into that problem: AI agents depend on reliable context (data, features, intermediate state) to make correct decisions. In practice, this context is tied to specific pipelines or infrastructure, leading to brittle systems when moving from prototype to production. I'll show how a plugin-based approach lets teams build deterministic context layers: separating what you compute from how you compute it, so the same feature definitions work on a laptop and in production. The talk includes a live demo where an AI agent discovers and queries data features programmatically. " **Behnaz Derakhshani: *"What If I Started Today? Rethinking Career Switching in the AI Era"*** [Behnaz Derakhshani](https://www.linkedin.com/in/behnaz-derakhshani-63342775/) works as a Data Engineer at [Diconium](https://diconium.com). She shares her personal career shift from finance to data engineering, including the unfiltered challenges and lessons along the way. About her keynote: "Eight years ago, there was no AI to debug my logic, just documentation and Stack Overflow. Now as a Data Engineer, I’m breaking down the lessons learned from my finance to tech transition and why AI makes this the most exciting (and accessible) time to pivot." ✧ ✧ ✧ **What to expect:** * Two expert talks and Q&A * A welcoming atmosphere with networking opportunities * Some snacks & drinks to fuel your thoughts :) ✧ ✧ ✧ **Timetable:** * 18:30 - Event admission * 18:50 - Welcome & Introduction * 19:00 - Tom Kaltofen: *"Building Deterministic Context Layers for AI Agents"* * 19:30 - 5 minutes break * 19:35 - Behnaz Derakhshani: *"What If I Started Today? Rethinking Career Switching in the AI Era"* * 20:05 - Snacks, Drinks & Networking * 21:30 - End ✧ ✧ ✧ More on the **-> [applydata data engineering meetup page](https://applydata.io/data-engineering-meetup/)**. **Our goal is to form a local data-loving community, so join us and let's talk data together!** ✧ ✧ ✧ *At the event, sound, image and video recordings are created and published for documentation purposes as well as for the presentation of the event in publicly accessible media, on websites and blogs and for presentation on social media. By participating the event, the participant implicitly consents to the aforementioned photo and/or video recordings. Find [more information on data protection here](https://applydata.io/events/information-on-data-protection/).*

Empowered in Tech invites you to a new format: **Empowered in Tech Project Series.** Sponsored by **PyLadies**. **⚠️ Please note, the sign up is only done via the application link below and not via Meetup!** ⏰ **Agenda** **18:00 –** Doors Open **18:15 –** Welcome & Intro by Empowered in Tech & PyLadies **18:30 –** Project Work I **20:00 –** Dinner break **20:30 –** Project Work II **22:00 –** Wrap up & "See you"s **🤖 Agentic AI Project Series** We'll build and deploy a real agentic AI app as a team from scratch over 4 weeks. The product helps people find venues - cafés, bars, restaurants - that actually match what they're looking for. This is a hands-on project for FLINTA engineers, designers, and QA people who want real experience building AI agents and something shipped & live to show. 🙌 Let's goo! :) **Stack:** Python · FastAPI · React · Nextjs · PostgreSQL If you know any of those - or you're actively learning - and you want real experience building an agentic AI app, this is for you. **Sessions** * 23 Apr Thurs — In person · 6pm–10pm * 30 Apr Thurs — Online · 6pm–10pm * 7 May Thurs — Online · 6pm–10pm * 12 May Tue — In person · 6pm–10pm **Commitment:** 4 sessions, 4 hours each. Roughly 1-2 hours of independent work per week alongside the sessions may be necessary. **Interested? Apply via the link below by 21st April and we will get in touch with you about your participation: [https://forms.gle/3sFkncgQLDW9grWo8](https://forms.gle/3sFkncgQLDW9grWo8)** **⚠️ Please note, the sign up is only done via the application link above and NOT via Meetup!** PS. This is a completely voluntary project. **👩🏻‍💻 Engineering & Product Lead** **Gözde Özcan** Gözde is a software leader and entrepreneur with a background spanning startups and corporates, from founding to shipping products at companies like Shopify. She most recently built a mental health platform as CTPO, where she led product and engineering end to end. She also completed a Data Science and AI bootcamp to stay sharp on where technology is heading. 🍴 **Food & drinks** TBC. 👋 **About Empowered in Tech** We are a local community in Berlin dedicated to empowering FLINTA (women, lesbians, intersex, non-binary, trans and agender) people to excel in their tech journey. Our events offer study groups, technical workshops, hackathons, networking events, panel discussions, lightning talks, and social events. Join our Slack to stay in touch with the community: [https://bit.ly/EmpoweredInTechSlack](https://bit.ly/EiTSlack) 📍**Host** TBC. 💗 **Code of Conduct** We are dedicated to providing a safe and welcoming experience for everyone who participates in our events. Our events aim to empower diverse women and we welcome everyone who identifies as a woman or another underrepresented group in tech or an ally.We follow the Berlin Code of Conduct for our events: [https://berlincodeofconduct.org/](https://berlincodeofconduct.org/) 📸 **Media Consent** We may be taking photos of this event for social media posts. If you do not want to be photographed, please let the organizers at the event know. We will make sure to respect your privacy.

**Hey Berlin Data Folks!** We’re looking forward to our first meetup of the spring on **23rd April**. Our Batch 45 participants have been working hard on their final projects, and they’re ready to share what they’ve built. It’s a casual evening to see some practical AI applications, meet others in the local data community, and chat about new ideas in the field. We’ll also have some pizza and drinks to keep the conversation going. 🍕🍻 **Free to Attend!** **Agenda:** **17:30** \- Drinks and Networking **18:00** \- Welcome & Introduction Followed by Project Presentations **Project Ideas:** **1\. AI/ML – Office Posture Classification** ***Project by Mariami Marsagishvili*** An intelligent desktop application using a computer vision pipeline (TensorFlow/MoveNet) to monitor 17 body keypoints in real time. It calculates joint angles to detect slouching and provides automated stretch recommendations. **2\. RestockVi — Smartphone\-Based Inventory Intelligence** ***Project by Vikhyati Singh*** A novel retail solution utilizing "Rectangular Lattice Gap Detection" (RLGD). This identifies out-of-stock items via smartphone scan without requiring pre-trained product datasets, making high-end inventory AI accessible to independent stores. **3\. Fraud Eye — Intelligent Verification for Insurance** ***Project by Juliya Sebastian*** An advanced verification layer that detects AI-generated or manipulated images in insurance claims. It analyzes pixel-level consistency and physical plausibility (lighting/reflections) to combat sophisticated digital fraud. **4\. MigraineChat — Voice\-First LLM Health Logging** ***Project by Isabella Boux and Maxim Smirnov*** A voice-to-data system that uses an LLM-powered extraction pipeline to transform unstructured speech into structured longitudinal health records, enabling predictive modeling for personal triggers. **19:30** \- Open for networking **20:30** \- Wrap up We have limited seat so please RSVP soon. See you all at the event.

Here, If you are good .... you are doing it wrong! Join us for a fun, low-pressure meetup where everyone's a terrible volleyball player! Whether you're a complete beginner or just really, really bad, we're all here to have a laugh and enjoy the game. No experience necessary, just a willingness to have a good time. See you there! NOT SUITABLE for competitive players ! ***This is an indoor event. Please bring hall-sport shoes with light colour soles, street shoes or dark soles are not allowed.*** Follow us on Insta: https://www.instagram.com/landlsc

**Die Prägungen unserer Kindheit stehen manchmal einem glüklichen Leben im Weg - auch bei Freundschaften.** **Dieses Buch geht diesen Prägungen & dysfunktionalen Glaubenssätzen auf den Grund.** +++++++++++++++ **🏡 Wir treffen uns bei mir am Wohnzimmertisch.** **💶 Teilnahmegebühr: 5 EUR** **📘 [Amazon-Link zum Buch: Befreiung von Scham und Schuld.](https://amzn.to/4kNaqPP)** (Werbung: Als Amazon-Partner verdiene ich an qualifizierten Verkäufen.) +++++++++++++++ **🌳 Über das Meetup** Dieses Meetup ist eine gemeinsame Besprechung des Buches. Wir treffen uns alle 4 Wochen. Wir unterhalten uns darüber, was wir in dem Buch gelesen haben - und wenn Du willst, welche Bedeutung es für Dein Leben hat. Wir sind unterschiedlich weit im Buch - doch mindestens bis Seite 106 hat jeder gelesen. **Um an dem Treffen teilzunehmen, solltest Du mindestens bis Seite 106 gelesen haben. Einige der 8 Fallbeispiele am Anfang kannst Du für das erste Treffen überspringen, lies jedoch mindestens 2 Fallbeispiele, um ein Gefühl zu bekommen. (Das Buch hat 422 Seiten, die sich lohnen).** . **Das Buch ist leicht & angenehm geschrieben.** . +++++++++++++++++ **🌻 Mehr zum Inhalt** Manchmal funktionieren Freundschaften nicht, weil man * sich nicht öffnen kann, * zu schüchtern ist, * andere Menschen nicht an sich heran lässt * klammert * zu viel will * wegrennt * nicht die richtigen Menschen trifft * schlechte Erfahrungen gemacht hat * oder oder oder ... . ... alte Themen aus der Kindheit holen einen ein. . Ebenso stehen Glaubenssätze wie "ich bin nicht gut genug", "ich bin nicht liebenswert", "Ich bin unfähig", "Ich muss mich beweisen", .... und dergleichen guten Freundschaften im Weg. . Nicht nur Freundschaften, sondern das ganze Leben, Partnerschaften und Erfolg im Beruf scheinen von diesem alten Mist durchsetzt. Bei dem einen mehr, bei der anderen weniger. . Zurzeit lese ich das Buch: **"Befreiung von Scham und Schuld"** von Laurance Heller und Angelika Doerne. . In diesem Buch geht es genau darum: Wie prägen schlechte Kindheitserlebnisse und die Beziehung zu unseren Eltern unsere heutigen Beziehungen - nicht nur Freundschaften, auch Partnerschaften und Beziehungen im Beruf. . Zur allgemeinen Erleichterung: Nicht nur schlechte Gefühle prägen uns, sondern auch die vielen guten Gefühle 🦋🌞🌻🤗. . Dass Du diese Zeilen lesen kannst, heißt, dass sehr viel Gutes in Deinem Leben passiert ist. Juchu! . Ich finde dieses Buch sehr gut. Es geht den Prägungen der Kindheit zielgerichtet auf den Grund. Gleichzeitig ist es leicht und locker geschrieben. . **Der Stoff ist intensiv. Deshalb gibt es diesen Austausch mit Gleichgesinnten.** Vielleicht ist das Buch auf für Dich interessant? **Dann komm gern dazu!** . Wir treffen uns alle 4 Wochen. Wir unterhalten uns darüber, was wir in dem Buch gelesen haben - und wenn Du willst, welche Bedeutung es für Dein Leben hat. . Dabei können wir so offen sein, wie wir möchten. Nichts muss, nur kann. Wir sprechen auch darüber, wie Du einige dieser Prägungen auflösen kannst. . **Um an dem Treffen teilzunehmen, solltest Du mindestens bis Seite 106 gelesen haben!** Einige der 8 Fallbeispiele am Anfang kannst Du für das erste Treffen überspringen, lies jedoch mindestens mal 2 Fallbeispiele, um ein Gefühl zu bekommen. (Das Buch hat 422 Seiten, die sich lohnen). **Das Buch ist leicht & angenehm geschrieben.** . **+++++ 😊 Teilnehmer-Stimmen** . "Der Austausch hat mir geholfen, meine Gedanken zum Buch in richtig gute Bahnen zu bringen. Das hatte Tiefe. Über sowas miteinander zu sprechen, hilft mir richtig viel, um mich und andere zu verstehen." . "Jede meiner Empfindungen, Körperreaktionen, Gefühle und Gedanken ist ja nur davon geprägt, wie ich aufgewachsen bin. Das habe ich mit dem Buch verstanden. Danke, dass Du den Raum bietest, dass wir uns darüber unterhalten können." . "Ein Buch mit einer solchen Tragweite lese lieber mit anderen zusammen. Außerdem bleibe ich dann wirklich dran." **+++++🔷 Hintergrund** **👱🏽‍♂️ Zu mir: Ich bin Georg Preller.** Seit 4 Jahren betreibe ich die Seite [www.abenteuer-freundschaft.de](www.abenteuer-freundschaft.de). Ich bin ausgebildeter NLP Lehrtrainer ([DVNLP](https://www.dvnlp.de/)) & Coach. Ich gebe Workshops über Freundschaft & schreibe ein Buch über Freundschaft. Mir ist es wichtig, dass Menschen gute & glückliche Freundschaften führen und damit ein friedliches & glückliches Leben führen. . Auf meiner Websiete findest Du viele Tipps, wie man gute Freundschaften anbahnt. . Zurzeit erforsche ich tiefe Themen der Psychologie. Ich will wissen, wie alte Prägungen uns im Wege stehen, die richtigen Freundschaften zu knüpfen. **Dieses Buch ist Teil dieser Forschung; ich glaube, dass es Dir sehr nützlich sein kann.** . **🎯 Andere Workshops** Dieser Workshop ist vielleicht interessant für Dich: * **Bindungsstile & Bindungstypen** \- wie sie unsere Freundschaften und Beziehungen beeinflussen: [https://www.meetup.com/abenteuer-freundschaft/events/311898798/](https://www.meetup.com/abenteuer-freundschaft/events/311898798/) . **👋🏽 Get in touch & stay in touch:** **✈ Telegram-Kanal: [t.me/abenteuer_freundschaft](http://t.me/abenteuer_freundschaft)** für Events, Workshops & Neuste Erkenntnisse aus der Freundschaftsforschung (Überschriften) **✉ Freundschafts-Newsletter:** [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter) Alle 4 Wochen das Neuste aus der Freundschaftsforschung; oft schreibe ich seltener, nämlich nur dann, wenn es wirklich etwas zu berichten gibt. **🔥 6 Zutaten großartiger Freundschaften** 2022 wollte ich herauszufinden, was großartige Freundschaften wirklich ausmacht. Das Ergebnis ist das 30seitige eBook: "Die 6 Zutaten großartiger Freundschaften". Du erhältst das eBook zurzeit kostenlos, wenn Du Dich für den Newsletter anmeldest: [https://abenteuer-freundschaft.de/newsletter](https://abenteuer-freundschaft.de/newsletter) **🎭 Meet-Up-Gruppe:** [https://www.meetup.com/g/abenteuer-freundschaft/](https://www.meetup.com/g/abenteuer-freundschaft/) Hier bist Du schon: Workshops, Spaziergänge, Wanderungen, Treffen, Eislaufen, Eisbaden, Männer-Abende, Freundinnen-Workshops, Sonntagsausflüge

**🏆 Win a free ticket to [DASH26](https://dash.datadoghq.com/)!** We’re hosting an on-site raffle where the grand prize is a ticket to Datadog’s annual conference in New York City. \-\-\-\- All talks will be **presented in English**, to ensure that as many people as possible can participate and engage at this event. **If you want to attend, please RSVP to secure your spot - this will make organizing easier. Thank you so much ♥️** **Location:** [The-B Berlin, Revaler Str. 32, 10245 Berlin](https://www.theb-berlin.com/) \-\-\-\-\-\- **🏠 18:00 - Arrival: Networking, Drinks & Snacks (30 min.)** Grab yourself snacks & drinks and say hello to everybody else! **📅 18:30 - Introduction & What's new at Datadog? (15 min.)** **🎙️**Speaker: Marcel Drechsler, User Group Leader & Product Owner Internal Developer Platform @ **[andsafe](https://andsafe.de)** Introduction into the evening and highlights of Datadog's recent new features and products. **📅 18:45 - Powering Platform Engineering through Datadog (30 min.)** **🎙️**Speaker: Marcel Drechsler, User Group Leader & Product Owner Internal Developer Platform @ **[andsafe](https://andsafe.de)** In the rapidly changing landscape of Platform Engineering, Datadog has evolved from a monitoring tool into a comprehensive foundation for Internal Developer Platforms (IDPs). This session explores the journey of scaling observability and security into a unified platform strategy that reduces developer friction. We will dive into how Datadog’s expanding ecosystem provides the essential building blocks for modern self-service infrastructure. Attendees will learn how to leverage these integrated features to build a more resilient and transparent developer experience. Discover how to transform your Datadog instance into a strategic asset for your platform’s success. **📅 19:15 - Logs as a First-Class Citizen - How Lightspeed Commerce evolved logs to unlock the full power of Datadog** **(30 min.)** **🎙️**Speaker: Rein Martha, Staff Software Engineer, Lightspeed Commerce When Lightspeed started with Datadog, we didn't begin with traces or metrics — we began with evolving our logs. Raw, unstructured, and full of noise. The first step was making them worth keeping: trimming duplicates, removing what no one ever read, and transforming what remained into structured, queryable signals. That foundation changed everything. Once logs became first-class — with clean attributes, consistent structure, and a clear purpose for every line — the rest of the observability stack followed naturally. Monitors built on log queries. Dashboards that actually meant something on incidents. Metrics generated directly from log attributes, giving us long-term retention without the cost of keeping everything raw. **📅 19:45 - Best Practices for Alerting with Datadog (30 min.)** **🎙️**Speaker: Santiago Gomez Saez, Datadog ambassador & Principal Cloud Architect @ **[dxone](https://www.dx.one.gmbh/)** Operational excellence is the main objective of SRE teams. Focusing on alerting, this talk shares common pitfalls and best practices on how and when to alert when incidents occur. In addition, we show how to self-heal in some cases requiring no manual intervention. **🥗 20:15 - Drinks, Food & Networking** Enjoy refreshments while networking with community peers! **👋 21:00 - Goodbye, see you next time!**

TRAUMAVILLE: Welcome to the Chaos! Stand up Comedy. Tera looks back at her Not-so-all-american family life (pyramid schemes, school sh\*\*tings, growing up with a jesus-loving-liberal-mother, and a con-artist step father) how that affects her relationships (failures in love) and of course - the downfall of one of the greatest short-lived nations of our times - the USA. NEW JOKES + Classic Jokes. Work in progress. [BOOK HERE ](https://www.eventbrite.com/e/english-stand-up-comedy-with-tera-kilbride-traumaville-welcome-2-chaos-tickets-1444773840449?aff=oddtdtcreator) DETAILS: 10 Euros, Pay Online. (Or 15 at the Door) WILL THE SHOW BE ANY GOOD? Tera has over 25 years stage experience, it'll be fun. Also the energy YOU bring makes it good! WHERE CAN I SEE THE COMEDIAN'S CLIPS FIRST? Youtube or Instagram [Instagram](https://www.instagram.com/teracomedy_/?hl=en) [YOUTUBE](https://www.youtube.com/@teracomedy) Ego, love, politics… what do they all have in common? Absolutely everything — and somehow, it’s still your family’s fault. *Egotistical* is a cheeky, sharp-tongued dive into the glorious mess of egos (yes, including mine), the delicate delusions we call love, and the world leaders who treat entire countries like their personal dumping ground. From childhood moments that quietly deflated our sense of self to distorted adult relationships — this show connects the dots between growing up, blowing up, and occasionally ruining everything. It’s about how we learned to love… badly. How we learned to lead… worse. And how, deep down, we’re all just overconfident children with Wi-Fi and unresolved issues. Come for the laughs, stay for the uncomfortable realizations — and maybe call your parents after. Or don’t. VENUE: Z-Bar Berlin, mitte Bergstrasse 2. You must arrive by 20:15 to claim your seat!! But come as early as 19:00 for drinks if you want! Show starts 20:30 sharp. Runs 60-90 minutes. TERA: Tera's a former therapist turned international stand up comedian, host and producer, originally from the United States, living in Europe. She’s performed English standup in 15 countries + adding to the roster! Her content tackles growing up, relationships, cultural humor, mental health, dark humor performed with good vibes, and living as an immigrant in Europe. Tera´s known for her energetic delivery, her bold content and fearlessly engaging with her audience. Tera has headlined sets in Berlin, Dresden, Cologne, Munich, Ireland, Portugal, Paris, the famous Indra music club in Hamburg, and played sold out theatres in Lyon, etc…

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.

Hey Balkaneros! I’m so excited to announce that we’ll be dancing the night away once again at **Robert Šoko’s Balkan Beats DJ set**! Before the party, we’ll meet up for a relaxed chat and a drink to get into the vibe together at Eingang Zwei Bar - Mehringdamm 57. 🎟 Grab your tickets here: [https://www.tixforgigs.com/Event/71969](https://www.tixforgigs.com/Event/71969) See you on the dance floor! Ellenit P.S. Don't miss *Balkan Beats — An Oral History,* a must-read for every Balkan music lover! [https://balkanbeats-book.com/](https://balkanbeats-book.com/)

Join our in-person meetup on April 24th to hear talks from experts on cutting-edge topics across AI, ML, and computer vision. **[Register to reserve your seat.](https://voxel51.com/events/berlin-ai-ml-and-computer-vision-meetup-april-24-2026)** Space is limited! **Date, Time and Location** Apr 24, 2026 5:30 PM - 8:30 PM [MotionLab](https://motionlab.berlin/) Bouchéstraße 12/Halle 20 12435 Berlin **Kaputt: A Large-Scale Dataset for Visual Defect Detection** We present a novel large-scale dataset for defect detection in a logistics setting. Recent work on industrial anomaly detection has primarily focused on manufacturing scenarios with highly controlled poses and a limited number of object categories. Existing benchmarks like MVTec-AD (Bergmann et al., 2021) and VisA (Zou et al., 2022) have reached saturation, with state-of-the-art methods achieving up to 99.9% AUROC scores. In contrast to manufacturing, anomaly detection in retail logistics faces new challenges, particularly in the diversity and variability of object pose and appearance. Leading anomaly detection methods fall short when applied to this new setting. To bridge this gap, we introduce a new benchmark that overcomes the current limitations of existing datasets. With over 230,000 images (and more than 29,000 defective instances), it is 40 times larger than MVTec and contains more than 48,000 distinct objects. To validate the difficulty of the problem, we conduct an extensive evaluation of multiple state-of-the-art anomaly detection methods, demonstrating that they do not surpass 56.96% AUROC on our dataset. Further qualitative analysis confirms that existing methods struggle to leverage normal samples under heavy pose and appearance variation. With our large-scale dataset, we set a new benchmark and encourage future research towards solving this challenging problem in retail logistics anomaly detection. The dataset is available for download under [https://www.kaputt-dataset.com](https://www.kaputt-dataset.com). *About the Speaker* [Sebastian Höfer](https://www.linkedin.com/in/sebastian-h%C3%B6fer-891178121/) is an Applied Science Manager at Amazon Fulfillment Technologies & Robotics, leading machine learning and computer vision research for large-scale robotics and warehouse automation. He received his PhD from the Robotics & Biology Lab at TU Berlin, focusing on Sim2Real transfer and robotic perception. His recent work, “Kaputt: A Large-Scale Dataset for Visual Defect Detection” (ICCV 2025) [37], established a major benchmark for industrial anomaly detection, reflecting his expertise at the intersection of academic research and real-world deployment. **Data Foundations for Vision-Language-Action Models** Model architectures get the papers, but data decides whether robots actually work. This talk introduces VLAs from a data-centric perspective: what makes robot datasets fundamentally different from image classification or video understanding, how the field is organizing its data (Open X-Embodiment, LeRobot, RLDS), and what evaluation benchmarks actually measure. We'll examine the unique challenges such as temporal structure, proprioceptive signals, and heterogeneity in embodiment, and discuss why addressing them matters more than the next architectural innovation. *About the Speaker* [Harpreet Sahota](https://www.linkedin.com/in/harpreetsahota204/) is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in VLMs, Visual Agents, Document AI, and Physical AI. **Most AI Agents Are Broken. Let’s Fix That** AI agents are having a moment, but most of them are little more than fragile prototypes that break under pressure. Together, we’ll explore why so many agentic systems fail in practice, and how to fix that with real engineering principles. In this talk, you’ll learn how to build agents that are modular, observable, and ready for production. If you’re tired of shiny agent demos that don't deliver, this talk is your blueprint for building agents that actually work. *About the Speaker* [Bilge Yücel](https://www.linkedin.com/in/bilge-yucel/) is a Senior Developer Relations Engineer at deepset, helping developers build agentic AI apps with Haystack. Passionate about AI, she makes complex concepts approachable through hands-on tutorials, both online and at real-life events. **Operationalizing Computer Vision for Overhead Lines: Beyond the Demo** At first glance, visual inspection of high-voltage power lines seems straightforward: collect imagery, run one or two AI models, and report the findings. In practice, moving beyond a proof of concept reveals a range of issues that can make or break a campaign. Common concerns include data quality and coverage, scarcity of the most relevant cases and abundance everywhere else, variations in pylon geometry and asset types across regions, calibration and GIS alignment challenges, and a long tail of edge cases that emerge in real-world operations. This talk introduces Siemens Energy’s end-to-end overhead line inspection solution and shares key learnings from inspecting more than 10,000 km of power lines for real customers across several continents. We will show how raw 2D/3D data is transformed into structured information, delivering insights into asset inventory as well as defects, and supporting maintenance and planning decisions for critical infrastructure. The focus is on the combination of algorithmic building blocks and scalable processing, designed for robustness and consistency at scale, where even low error rates can become operationally significant. *About the Speaker* [Stefan Wakolbinger](https://www.linkedin.com/in/stefan-wakolbinger-aa0ba874/) is the Development Team Lead for AI & Analytics at SIEAERO, Siemens Energy's digital powerline inspection service. He leads the development of cutting-edge AI and analytics solutions that transform aerial powerline inspection through multi-sensor technology. His team creates digital twins of powerline infrastructure, automates fault detection, and monitors vegetation management—making powerline inspection safer, more precise, and more efficient. Stefan has been driving innovation in this role since September 2022. **Search your video library like a database** Drop in YouTube URLs or upload files and query content four ways: exact keyword matching, semantic search across transcripts, visual scene search via SigLIP2, and LLM-generated answers that synthesise across segments. [Paras Mehta](https://www.linkedin.com/in/pmehtaeu/) is a Berlin-based AI engineer and CTO/co-founder of Sylby, a language learning app he built from scratch, reaching 10,000 users and raising €350K. Previously: data scientist at Motionlogic, senior software engineer at Volkswagen, a PhD from Freie Universität Berlin, and a visiting stint at Cambridge. He now works as an AI engineer at HPI's AI Service Centre.

**Berlin’s Only Comedy Show That Fixes Your Problems (Kind Of)!** Stand-up comedy meets hilarious, unqualified life advice! Comedians tackle your anonymously submitted problems live on stage—roasting, dissecting, and turning them into comedy gold. **Where?** The hidden Mitte gem —**Art.City.People** in **Heckmann-Höfe!** **When?** Doors: **8:00 PM** \| Show: **8:30 PM** Come for the stand-up, stay for the therapy—just bring your problems (or a friend with worse ones). Every show is a fresh mix of **four experienced comedians and new audience problems**—so you never know what to expect! Hosted by **Lena Stolby** — she’s Russian, so she *really* knows about problems! **&** We are a free entry pay-what-you-want show, and **have been running solely thanks to the support of the audience**, so to help us keep making this world a drama free place we **suggest a contribution of €12-15!** **Seats are limited, so book now!** The room gets very busy, so, to make sure you get a seat please book a seat via Eventbrite here (it’s free): https://www.eventbrite.com/cc/comedy-therapy-events-1626059

**Out with the old, in with the "new-you"—through reuse instead of consumption.** As the seasons change, so do our interests and needs. Join us for an assembly in the form of a community swap meet, organized by and for neurodivergent folks to promote sustainability and community care. **The idea is simple:** maybe you want to clear out your closets, or maybe you just want to meet us at the park to see if anything interests you. Both are perfectly okay! Whether you come with a bag full of treasures or arrive empty-handed just to hang out and browse, you are welcome here. **Info & Accessibility:** * **Date/Time:** Saturday, 25th of April, 14:00 - 17:00 (**IF IT RAINS; WE WILL RESCHEDULE**) * **LOCATION:** The meetup map is not acurate, go to this google map link and find th neurodivergent sign: [https://maps.app.goo.gl/u9rygDgU8ADDR6Ec6](https://maps.app.goo.gl/u9rygDgU8ADDR6Ec6) * **Access:** accessible for people with reduced mobility. **Bring items you no longer need (If You Want To), such as:** * 📚 Books, comics, and zines * 🧩 Puzzles, board games, and fidget toy * 👕 Clean clothing, hats, and accessories * 🖍️ Art supplies and stationary * 🏠 Housewares or decor * 🧦 Cozy items (blankets, soft socks) **How It Works (It's Simple):** * **Bring a Blanket or small towel:** lay out your items in front of you. * **Food & drinks to share** (optional) * **Open Trust System:** Once your items are on your blanket, they are considered "up for grabs." * **Browse Freely:** Get up, walk around, and explore what others have brought. If you see something you like on someone else's blanket, feel free to take it—even if they aren't there. * **Enjoy:** Find your next favorite thing, or simply enjoy the sunshine and the company. * **What's left?** Anything unclaimed at the end must be taken back home. **The Vibe:** This is a low-pressure event for neurodivergent people. There's no need to hover over your items or worry about making conversation. You are welcome to wander, stim, sit quietly with a book you just found, or take a break on your blanket whenever you need. **Community Disclaimer** This event is a community-led initiative organized by neurodivergent volunteers who dedicate their time, energy, and resources to create a welcoming space. We strive to make our events as accessible as possible—both financially and in terms of neurodivergent needs—but we also have our own limitations. We kindly ask for your understanding and empathy, as we rely on the support and cooperation of all participants to foster a healthy, inclusive environment. **Come swap, find your next special interest, refresh your space, and contribute to a more sustainable community**

Sehr gerne Familien mit Kindern! Achtung ab sofort nur noch bis 27 Jahre!!!(Ausnahme Familien mit Kindern). Wir spielen jeden letzten Sonntag im go Brett- und Kartenspiele. Es sind viele Spiele da und es können auch Spiele mitgebracht werden. Jeder ist willkommen. Pro Spieler müssen ein Euro Raumnutzungsgebühr gezahlt werden.

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.

Watch movie trailer here: https://www.seedsthefilm.com/ SEEDS Documentary and Community Conversation Friday, April 24 | 5-9pm Locatjon: Ohio Dominican University | Matesich Theater in Erskine Hall 1216 Sunbury Rd Room 108, Columbus, OH 43219 Through dialogue and film, spend an evening explore the lives of Black generational farmers, the unjust history of land ownership, and local Black farmers creating new legacies today. Seeds Documentary and Community Conversation is the second event in Shepherd’s Corner Land Justice Series, where we welcome BIPOC artists, filmmakers, writers, and growers to teach us, through intentional programming, what it means to be on and part of the land. This event is sponsored with Ohio Dominican University and Ohio Dominican University’s Black Student Union. Click here to access a flyer to help spread the word about SEEDS Documentary and Community Conversation **ABOUT Seeds** Seeds is Director Brittany Shyne’s Sundance-winning lyrical documentary of Black farmers, legacy, and land. “Interweaving the stories of three Black generational farmers to create a collective and intimate portrait of farming today, Seeds is a moving and powerful exploration of their lives, joys and struggles as well as the fragility of legacy and owning land.” Seedsthefilm.com **PANEL DISCUSSION: LOCAL BLACK FARMERS CREATING NEW LEGACIES** * Moderator Holly Moten Fidler, M.A. in Social Justice & Public Theology (MASJ/MAPT) student at the Methodist Theological School in Ohio (MTSO) and Seminary Hill Farm worker * Julialynne Walker, Food Sovereignty Advocate and Market Manager Bronzeville Growers Market * Minister Aaron Hopkins, Visionary Farmer Planner of South Side Family Farms and Executive Director of ICANDO Community Development * Jada Terry, Founder of Mizizi Farm and Fresh Roots 614 SCHEDULE * 5 pm: Doors Open + Refreshments served. Informal Meet and Greet with Panelists and Guests * 6 pm: Opening + Panel Discussion * 7 pm: SEEDS Screening Free Admission. Registration Required. Register for free here: https://shepherdscorner.org/seeds/

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 ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

Walk for Children - 2026 Save Soil Walkathon in Columbus 🌍 Over 52% of the world soil is degraded and scientists warn we may have only a few decades of fertile soil left. As Sadhguru shares, soil is a living system—and when it degrades, our food, health, and future are at risk. https://www.youtube.com/watch?v=hyT-6qiubd0 🚶‍♂️🌎This Earth Day, Join the Walk for Children-2026 SaveSoil 5K Walkathon here in Columbus and help raise awareness about soil for the future of our children! Every step you take helps: ✔️ 1. Raise awareness in your communities about protecting and restoring soil. ✔️ 2. Supports sustainable food systems. ✔️ 3. Helps secure our children’s future. 📅 Date: April 26, 2026 📍 Location: Scioto Audubon Metro Park Check-in address 400 W Whittier St, Columbus, OH 43215 ⏰ Time: 8:30 a.m. check-in event starts at 9:30 a.m. 👉 Register here: https://www.eventbrite.com/e/walk-for-children-2026-save-soil-walkathon-in-columbus-registration-1986596534713?aff=oddtdtcreator 👉🏼Free and Open to All. Share this message and bring your neighbours, friends & family along to celebrate our planet! Let’s make it happen!

Dodgeball is back again! If you’ve been wanting to come out, this is an easy one to join. We’ll be playing for about 1.5 to 2 hours, you do not need to bring any equipment, and no experience is needed. We use a specific set of rules and equipment to make the games run better and keep them fun for everybody, not just people who already know how to play. If it rains, the event will be canceled.