Performance Monitoring

The Moody Comedy Show is an interactive stand-up experience where the audience sets the tone! Just like in life, we all have different moods—happy, angry, excited, or maybe just “meh”—and comedians are no different. Each performer will embrace their mood on stage, delivering jokes that match their vibe, whether they’re feeling upbeat, frustrated, or existential. But that’s not all—you get to join in too! Audience members will write down their mood, and we’ll pull from a hat, riffing on your emotions in real-time. It’s a comedy show that evolves with the energy in the room, making every night unique. This is a pay-at-the-end show, but reservations are recommended. If you arrive without one, entry at the door is €12 (if seats are available). So book ahead, bring your mood—whatever it is—and let’s laugh about it!

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.

Have you ever seen a comedian before and thought you yourself, "Boy, oh boy, I'd sure love to give that guy a piece of my mind!" or, "Gee-whizz that was not bad at all!" or "Fuck this person." well then **this is the show for you!** **Sometimes People Are Shit is a show where comedians try out seven minutes of new material that nobody has ever heard before**. Maybe. That I can't quite guarantee but once their sets are over you, the people, get to give your feedback to the comedian. It could be good, it could be bad, but it will always be constructive! **Show starts at 22.00 sharp**. Get there nice and early for some good pre-gaming booze and tell your friends to tell their friends and so on, and so on.

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…

A small NEXUS gathering built around movement and natural conversation. **Important!** We’re moving our full event schedule to our website. 👉 For all upcoming events and details, visit: [https://nexuswerkstatt.com](https://nexuswerkstatt.com)

Bang! Bang! Now in its ninth year of hilarity, Revolver is Berlin’s oldest, organic and homegrown English comedy show that happens at Wows.ville, a punk rock bar located in Kreuzberg. ***[Reserve a seat here](https://www.eventbrite.de/e/revolver-the-comedy-show-with-a-bang-24th-april-tickets-1987382622924?)💥*** Celebate spring and join us for a night of laughter with six stand-up comedians. Find out why we are the best Friday night comedy fix! Revolver features funny people from all over planet Earth. The show is hosted by Berlin’s favourite immigrant \~ [Rohit Bhatia.](http://%5Bhttps//%5Bwww.thebhatia.com/%5D%5D(www.thebhatia.com/%5D)(%5Bhttps://www.thebhatia.com/%5D(https://www.thebhatia.com/)) "\[\[https://www.thebhatia.com/\](https://www.thebhatia.com/)\](https://www.thebhatia.com/)") **Entry : 10 €.** The bar and the event is Cash only. No plastic. No smoking during the performances. Nice people only! Please do not transfer money over the internet. We do not sell tickets online, only reservations are taken. These reservations are held till 8.30 pm on the day of the show. **Doors : 8 pm** Revolver is an original and independent Berlin comedy mic. No gimmicks, no games, no donation scam. We have no branches, please be aware of cheap imitations. Revolver happens every Second and Last Friday of the month in Kreuzberg, Berlin.

**Spice & Giggles Night — Hot Wings Eating Competition & Comedy** Come down for a fun night of hot wings, laughs, and questionable life choices. Spice & Giggles Night is a live spicy wings eating competition hosted by comedian Tyrone Stallone, open to anyone brave enough to enter — or happy to watch from a safe distance. Hot wings are also available at the bar all night, so you can go at your own pace. Whether you’re here to compete, cheer on your mates, or just enjoy some wings and a laugh, there’s a spot for you. **Friday 24 April · Göttin der Weisheit, Lenaustraße 5, Neukölln · Doors 7 PM** Free to watch. Open to enter. For all upto date information visit [republicofheat.com](https://republicofheat.com/en) and head to the events page. Republic of heat : [https://republicofheat.com/en](https://republicofheat.com/en) In association with Berlin Chili Festival : [http://berlinchilifest.com/](http://berlinchilifest.com/)

It’s back, baby – bekifft goes Round eight! Nach 7 fast ausverkauften Shows bringen Growbude und Ultra Comedy Berlin die nächste Runde eures liebsten High-Concept-Comedy-Events: Die 8te Growshop Comedy – Bekifft GSC³.Get ready for a night voller Stand-Up, Weed-Vibes & pure good energy – performed in English and Deutsch, just like Berlin itself. Laughs are international, smoke is optional 😎Berlin’s funniest comics perform literally zwischen Growlights, Dünger und Blütekraft – comedy that’s growing on you (pun intended). 🔥 Line-Up: wird soon announced – but trust us, it’s gonna be lit. 💨 Vibes: organic, loud, and just a little hazy. 🌱 Specials: merch, snacks & exclusive Growshop-Goodies. 📍 Growbude Growshop, Berlin🗓️ Samstag, 25. March 2026 🎤 Showtime: 19:30 Online Reservations: FREE / Donation Based 👉 bekifft: Comedy, die wurzelt.A night to laugh, learn & chill – stoner friendly, but open for everyone! (Heads up: There will be dabbing in the shop & the show will be filmed – come high, stay cool!)

***Welcome to the Actors Gym!*** * A fun, supportive training ground where actors play, experiment, and build their craft. * *Through engaging games and exercises, you’ll develop core acting skills and bring them to life by performing a short script at the end of every session.* * This drop-in class welcomes both new and intermediate actors eager to learn, stretch, and have fun. ‍ **DURATION:** 60 – 90 mins (depending on numbers) **ABOUT YOUR COACH:** Geoff is a dedicated professional teacher and actor. He is also active as a writer, director and producer of small-scale projects here in Berlin. He has performed on many stages – as actor, host, and improvisor – and in many short films, across the UK and Germany. He loves to meet and work with new actors, and has a real passion for discovering new talent. His acting profile may be found [HERE](https://www.filmmakers.eu/en/actors/geoff-mills). ‍ **SPOTS:** Everyone is welcome. Beginner-friendly. €15 General Admission (*pay at venue*) Free to members of [DNA Arts](https://www.dna-artclub.com/) \- a vibrant community of artists and performers\. **DNA** members have access to over 5 dance classes and 5 creative workshops each week, covering everything from singing, writing, and marketing to theatre, including also 5+ shows weekly, all completely free for our members.

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

It's back, baby - bekifft goes Round eight! Nach fast 7 ausverkauften Shows bringen Growbude und Ultra Comedy Berlin die nächste Runde eures liebsten High-Concept-Comedy-Events: Die 8te Growshop Comedy - Bekifft GSC®.Get ready for a night voller Stand-Up, Weed-Vibes & pure good energy - performed in English and Deutsch, just like Berlin itself. Laughs are international, smoke is optional Berlin's funniest comics perform literally zwischen Growlights, Dünger und Blütekraft - comedy that's growing on you (pun intended). Line-Up: wird soon announced - but trust us, it's gonna be lit. Vibes: organic, loud, and just a little hazy. § Specials: merch, snacks & exclusive Growshop-Goodies. Growbude Growshop, Berlin Samstag, 25. April 2026 Showtime: 19:30 Online Reservations: FREE / Donation Based * bekifft: Comedy, die wurzelt. A night to laugh, learn & chill - stoner friendly, but open for everyone! (Heads up: There will be dabbing in the shop & the show will be filmed - come high, stay cool!)

​**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. ​Every Saturday morning we gather together and run through Tiergarten. Join us in one of these 3 routes: ​\* **5K** – for new & beginner runners ​\* **7K** – for regular runners ​\* **11K** – for more experienced runners We run at a chill conversational pace of around **6:30**. On the 7k and 11k some people like to push a bit more, but no one gets left behind. We finish with a nice coffee and amazing conversations. The vibe is always great. There's always a good mix of regulars and new people. Pets, friends, family, are welcome. More about **FRC**: ​🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 50+ cities 📅 Running + Networking events + Community ​**Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats?utm_source=luma) Berlin Instagram [http://instagram.com/frcberlin](http://instagram.com/frcberlin?utm_source=luma) ​**Global FRC**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/?utm_source=luma) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/?utm_source=luma) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC?utm_source=luma) Website [http://foundersrc.com/](http://foundersrc.com/?utm_source=luma)

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.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

The topic for May is "Ink" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

A movie this big deserves a big dinner! Join us after MICHAEL for fun and delicious dinner at another CMG-favorite restaurant, CAP CITY FINE DINER! RSVPs are limited for the dinner portion of this event! Here are complete details: CAP CITY FINE DINER: This upscale diner from Cameron Mitchell is known its “retro-cool” atmosphere, modern twists on classic comfort food and their “showstopper” desserts! The menu reimagines nostalgic dishes like meatloaf, beef stroganoff, and pot roast with gourmet twists. The menu also offers vegetarian, vegan and gluten-free options with lots of apps, cocktails, salads, sandwiches, burgers (including a black bean veggie burger), the most welcome return of their Veggie Plate (with Hummus) and more. Desserts include their 24K Carrot Cake, Coconut Cake and Chocolate Covered Peanut Butter Pie. MENU: [https://capcityfinediner.com/locations-menus/gahanna/menus/dinner/](https://capcityfinediner.com/locations-menus/gahanna/menus/dinner/) RSVP: Dinner immediately following the movie at nearby CAP CITY FINE DINER! Please RSVP for here for the dinner portion of this event at Cap City Fine Diner. Since the dinner portion of this event is limited, please only RSVP if you plan to attend. If your plans change, please update your RSVP as early as possible. Please RSVP in both events, if you plan to attend the movie and dinner. Look forward to seeing you there, Dan

At Unity of Columbus, our Youth and Family Ministry nurtures the spiritual growth of children and families through love, joy, and practical spiritual teachings. Each Sunday, children explore timeless spiritual principles through stories, creative activities, music, and group sharing in a safe and welcoming environment. Our program encourages children to discover their own inner light, express kindness, and develop a personal connection with God. Together, we celebrate diversity, cultivate understanding, and inspire each child to live with purpose and compassion. Parents and families are invited to join in this uplifting journey of learning, laughter, and spiritual connection.

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!.

**Optional movie afterwards**