Data Privacy

Are you a creative professional wondering how your skills translate into the world of tech? ✨ The demand for designers who understand AI is growing fast — and your creative background is already a huge advantage. What you need is a structured way to apply it. **Register for our Event Here:** [https://3vgdb.share.hsforms.com/2QKa2PiXaTYOqv3aKMLQ6Ig](https://3vgdb.share.hsforms.com/2QKa2PiXaTYOqv3aKMLQ6Ig) Join us at WBS CODING SCHOOL for a hands-on rapid prototyping workshop where you'll design a real booking experience that balances human control with AI assistance. **What you'll learn:** * Human + AI Design Frameworks: Explore when automation helps users — and when it doesn't. * Rapid Prototyping Skills: Learn to validate ideas quickly using simple, low-fidelity methods. * UX in the Age of AI: Understand how the role of UX design is evolving right now. * Your Creative Edge: Discover exactly where your creative skills fit into modern product design. This session is perfect for creative professionals and re-skillers looking to break into UX/UI design. Food and drinks will be provided. 🤝 **What to bring:** Pen & paper, or a laptop if you'd like to use FigJam. **Event Details:** * Date: Wednesday, April 22 * Time: 18:00 – 20:00 * Location: Cuvrystraße 1, 10997 Berlin \-\-\- **About WBS CODING SCHOOL** Empowering ambitious minds to conquer the tech world. Since 2019, we’ve been breaking barriers to make tech careers accessible to everyone. From AI, Data, UX/UI to AI Software Development, our expert-led courses teach skills that matter. But we’re more than just a school – we’re a thriving community where passion meets opportunity. Ready to launch your future? Join us and build the career you deserve.

*Please note, this event is free but please sign up here so we can inform the venue of your attendance: [https://uxdx.com/community/community-berlin-2026-04-22/](https://uxdx.com/community/community-berlin-2026-04-22/)* **What's On** **📋 6:00pm:** Registration and Networking **🎤 6:30 pm:** Keynote: *"More Than a Matter of Principle: How design gets us beyond theoretical AI Ethics"* with **[Noah Fraenkel](https://www.linkedin.com/in/noah-fraenkel-4b17ba262/)**, GovTech Consultant at Possible Drawing on his work at the intersection of government, technology, and public trust, Noah will challenge how we think about AI's role in systems that affect real people's lives. **💬 7:00 pm:** Panel Discussion: The keynote ignites the conversation, the panel takes it forward. Moderated by **[Wiebke Steffen](https://www.linkedin.com/in/wiebke-steffen/)**, Senior UX Researcher at GetYourGuide, our panelists bring perspectives from across the product spectrum: **Noah Fraenkel** \- GovTech Consultant @ Possible **[Ziyong Lin](https://www.linkedin.com/in/ziyong-lin-55714b25/)** \- Lead UX Researcher @ GetYourGuide **[Jake Mongaya](https://www.linkedin.com/in/jakemongaya/)** \- Engineering Manager @ SumUp **[Maxim Romanovsky](https://www.linkedin.com/in/maxim-romanovsky/)** \- VP \- Head of AI & Product Engineering @ Deutsche Bank Expect honest takes, productive tension, and the kind of dialogue that actually moves the needle. **🤝7:45 pm:** Networking \* \* \* \* \* \* \* \* \* \* **Everyone is racing to build with AI. But who is building it responsibly?** There's a gold rush happening in tech right now and almost everyone is caught up in the excitement. AI features are being shipped at a rapid speed, products are being "enhanced" with machine intelligence overnight, and the pressure to move fast has never been higher. But in the rush to innovate, some critical questions are getting buried: *Who's accountable when AI gets it wrong? How much should we hand over to automation and what do we silently lose when we do? And what are the risks we're not even seeing yet?* These aren't hypothetical concerns. They're live, urgent, and sitting inside the products we're building right now. **It's time to have the conversation that some teams are avoiding.** UXDX Berlin is back! Join us at the GetYourGuide office in Prenzlauer Berg, where we will tackle the theme that every designer, researcher, and engineer needs to reckon with: **"Designing Responsible AI: Trust, Autonomy & Hidden Risk"** **Why This Event Matters** The tools are powerful. The timelines are short. The consequences for users, for society, for trust in technology are long. If you're building products with AI, this isn't an optional conversation. It's the one you need to be in the room for. **Come ready to think. Come ready to question. Come ready to build better.** Thank you [GetYourGuide](https://www.getyourguide.com/) for supporting the event!

Bachata (the dance of our generation) is a social couple dance like Salsa - no choreography. The community in Berlin is active daily - you will meet a lot of open-minded people and make new friends quickly! Every Wednesday we have Bachata dance classes in Berlin - we are usually a group of around 20 people (95% beginners): 🕖 19:00 - class: Technique for Beginners+ (0-1+ years experience) • No partner needed (we switch). • You can start from zero in any of these classes! 📍 Adress: Klosterstraße 44 ([Google Maps Link](https://maps.app.goo.gl/5VGEqaVSy9xBCoHv9)) - near S+U Alexanderplatz • Entry: Entrance A, code: 5928# - 5th floor (500), then black door. • Price: 12€ per class. ✅ Dance teacher contact: [WhatsApp-group](https://chat.whatsapp.com/IWKPsid0cBDAUHCWKZNL2B) / [Instagram](https://instagram.com/mahir.bachata.berlin) 🇩🇪: Bachata (der Tanz unserer Generation) ist ein sozialer Paartanz wie Salsa - keine Choreographie. Die Bachata-Szene in Berlin ist groß und täglich aktiv - du wirst schnell viele offene Leute kennenlernen und neue Freundschaften schließen! Jeden Mittwoch findet dieser Bachata Tanzkurs statt - wir sind meistens eine Gruppe von 20 Leuten (95% Anfänger): 🕖 19 Uhr - Kurs: Technik für Anfänger+ (0-1+ Jahre Erfahrung) • Kein Partner nötig (wir wechseln). • Du kannst in diesen Kursen jederzeit von null starten! 📍 Adresse: Klosterstraße 44 ([Google Maps Link](https://maps.app.goo.gl/5VGEqaVSy9xBCoHv9)) - Nähe S+U Alexanderplatz • Zugang: Eingang A, Code: 5928# - drinnen Knopf drücken links an der Tür. 5. Etage (500). • Preis: 12€ je Kurs. ✅ Tanzlehrer Kontakt: [WhatsApp-Gruppe](https://chat.whatsapp.com/IWKPsid0cBDAUHCWKZNL2B) / [Instagram](https://instagram.com/mahir.bachata.berlin) Schreib uns gerne eine Nachricht, wenn du offene Fragen hast! Wir freuen uns auf dich ❤

This session is part of the Berlin Cybersecurity Social community’s monthly meetup, where security professionals, leaders, and enthusiasts come together to share knowledge and connect. So are you a cybersecurity professional looking to connect with like-minded professionals, share experiences, and make friends? Look no further! **Transforming Classical Encryption to Post-Quantum Encryption for Financial Services** Quantum computing is set to break today’s encryption, creating urgent risks for financial institutions. This session explores how organizations can transition from classical cryptography to post-quantum security using hybrid approaches, improved cryptographic visibility, and emerging compliance frameworks. Revan cover practical steps to become quantum-ready without disrupting existing systems, with a focus on balancing security, compliance, and operational continuity. **What you’ll learn:** • Why the quantum threat is already relevant today, not just in the future • How classical encryption (RSA, ECC) will be impacted • Why hybrid post-quantum cryptography is the safest transition path • The role of cryptographic visibility (CBOM) in managing risk • How regulations like DORA and NIS2 are accelerating adoption • How early adoption can strengthen security and create competitive advantage **About the Speaker: Revan Ande** is a security researcher and founder of RivicQ, a startup focused on advancing next-generation cryptographic solutions. With a strong interest in post-quantum security and its impact on financial systems, he works on bridging the gap between classical encryption methods and quantum-resilient technologies. He actively shares insights on emerging security challenges and innovations, with a focus on making post-quantum concepts practical and actionable for modern organizations. **About Berlin Cybersecurity Social:** This meetup is open to cybersecurity professionals of all levels, from beginners to experts. Whether you're a seasoned pro or just starting your journey in the field, this event is the perfect opportunity to connect with others who share your passion for cybersecurity.

## DNA. presents ''TWERK DANCE (for beginners)" ‍ This beginner-friendly class is all about **connecting with Your body,** unlocking Your inner strength, **and moving to the vibrant rhythms of Latin American music.** ‍ Your Dance Class Instructor, \*\*\*[Leonie ](https://www.instagram.com/the_leoness_?utm_source=ig_web_button_share_sheet&igsh=ZDNlZDc0MzIxNw==)\*\*\*has been mastering the art of Twerk for many years and now shares her passion with Berlin. *"Twerking empowers me, gives me confidence, and has boosted my self-esteem in incredible ways. I want to bring this knowledge here so more people can feel the joy and benefits this beautiful dance has to offer."* ‍ > Connect Yourself with Your body, feel Your inner strength and appreciate the rhythms of Latin American music. ‍WHEN: Every Wednesday 7.30 - 8.30 pm ‍ ##### WHERE: [DNA. ART HOUSE](https://maps.app.goo.gl/4XrC8gTPtdDGb3oB6) Wrangelstraße 25 10997 Berlin ‍ ##### WHAT DO YOU NEED: Shoes to dance in Light clothing Knee pads (good to have, no must) ‍***‍*** ##### LEVEL: Dedicated for Beginners. All levels are warmly welcome :) ‍ **COSTS:** Free for DNA. Dance Members\* / Regular 15e (Daily Membership\*\*) ‍ See Us Soon. Love. ‍ Leonie & DNA. **_____________________________** **\*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR.** **\*\*By entering the DNA. ART HOUSE, You agree to comply with the [Hausordnung of Dair Night Art e.V.](https://dairnight.com/hausordnung) and [Geschäftsordnung of Dair Night Art e.V.](https://dairnight.com/geschaftsordnung) Please ensure You review these documents thoroughly in advance.** **\*\*\*NOTE: By purchasing a ticket for this event, you grant us permission to integrate your contact data into our Database. This allows us to securely save and utilize your contact information to keep you updated about event details, relevant communications and future events. Your privacy and data security are important to us, and we assure you that your information will be handled with the utmost care and in accordance with our privacy policy = see [https://www.dna-artclub.com/privacy-policy.](https://www.dna-artclub.com/privacy-policy.)** **Thank You for Your understanding and support.** ‍

🌟 Join us for **"Don't Eat Alone"** – an event designed to transform your lunch break into a social feast! **Tired of solitary meals in front of the computer?** **Thriving to meet some new people and curious what it may bring to your life?** Just come, check and enjoy a delicious meal with friendly faces. Connect with like-minded individuals, engage in conversations, and make your lunchtime a memorable social experience. Mark your calendar, bring your appetite, and let's build connections, one meal at a time! 🍽️🤝✨ PAYMENTS: the meetup is free, but everyone pays for their meals. Here you can pay by card easily.

## DNA. presents ''SHUFFLE FUSION'' **A smooth Dance Style connected to Electronic Music** This workshop guides You through the numerous facets of shuffle movements and shows You how to connect them into choreographies. Lead by our two amazing community members & Your new Shuffle Teachers Marcel & Dani Ospina - talented shuffle teachers that started shuffling at a very young age and leads this class with his experience connected to a lifetime of passion. ‍ Wednesdays (weekly, regular)- Marcel & [Dani](https://www.instagram.com/daniospina20?igsh=bnBrM3BxY2xuNnll) ‍ ##### *Try something new and experience an energetic dance style full of passion and great rhythms.* See Us Soon. Love, Marcel, Dani & DNA. _________________________________ For more insights, follow us on IG: [@nightart.club](https://www.instagram.com/nightart.club) \*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR.

Spring is here. And so are the sniffles. Not from pollen, but from data pipelines, AI hype, and the occasional rogue JSON. ​Join us for a spring edition of Data Berlin: an evening of talks on data and AI, good people, and plenty of networking. As always, free entry, drinks, and a few surprises. **We collect the [RSVP on Luma](https://luma.com/pkad09m9).** ​**Agenda** ​18:30 – Doors open & networking ​19:00 – Welcome remarks ​19:10 – Talk 1 (TBD) ​19:35 – Talk 2 (TBD) ​20:00 – Break ​20:10 – Talk 3 (TBD) ​20:35 – Closing remarks & networking **About our host:** [SumUp](https://www.sumup.com/?utm_source=luma) is a leading global financial technology company with the vision to create a world where everyone can build a thriving business. SumUp supports over 4 million merchants in 36 markets across Europe, the U.S., Latin America and Australia, with tools and services merchants need to start, run, and grow their business, tailor-made for small, micro, and nano segments. ​Committed to leveraging its success to make the world a better place, SumUp has pledged to donate 1% of future net revenues to environmental causes. ​**Want updates or more info?** ​Subscribe to our **newsletter**: [databerlin.substack.com](https://databerlin.substack.com). Follow us on **[LinkedIn](https://www.linkedin.com/company/data-berlin?utm_source=luma).** Looking for a job? [databerlin.net/jobs](https://databerlin.net/jobs). Join our **[Slack](https://join.slack.com/t/data-brln/shared_invite/zt-2ued0xvdu-aihzi2cKEwD_6_KDRd_1ag?utm_source=luma)**[ community](https://join.slack.com/t/data-brln/shared_invite/zt-2ued0xvdu-aihzi2cKEwD_6_KDRd_1ag?utm_source=luma).

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/).*

**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.

Hi everyone, Our next CorrelAid Berlin in-person meetup is coming up – this time with a special theme: **Data Journalism** 📰📊 🗓️ When: Thursday, April 23, 2026 🕠 Time: 18:30 \~ 20:00 📍 Where: Café Milagro, Bergmannkiez, Kreuzberg We’ll have a casual chat about how data is used in journalism, look at inspiring examples, and share ideas on how data skills can help tell better stories. Whether you’re already involved in projects or just curious about CorrelAid Berlin and data journalism, you’re very welcome to join – grab a drink, meet others, and exchange ideas. Looking forward to seeing you there! CorrelAid Berlin team 💙

**Embodied Consent** mit **Kuem** für **LGBTIQA+** Kostenlos mit **[Anmeldung](https://wearevillage.org/shop/embodied-consent/w17-2026-2/)** **Lernen über Grenzen und Kommunikation** Wenn Sie noch nicht an einem Workshop zum Thema Consent im Village teilgenommen haben, ist es jetzt an der Zeit! Dieser Workshop ist sehr zu empfehlen für alle, die unser Projekt regelmäßig besuchen oder an einem unserer Workshops teilnehmen möchten. Diese Erfahrung wird Ihnen nicht nur helfen, sich in der we.are.village-Community zurechtzufinden, sondern sie wird Sie auch dazu befähigen, diese Werte in Ihr Leben zu übertragen. Sich seiner Grenzen bewusst zu sein und sein Einverständnis oder Nicht-Einverständnis auszudrücken, sind wichtige Fähigkeiten im Leben, aber wir haben nicht oft die Gelegenheit, die Fähigkeit des Einverständnisses auf die gleiche Weise zu üben wie andere Fähigkeiten, wie Singen, Sport treiben oder eine Sprache lernen. Bei Consent geht es um viel mehr als ein einfaches Ja oder Nein. Wenn wir die Zustimmung dekonstruieren, entdecken wir, wie wir unsere wahren Wünsche kommunizieren können, und hören auf, Dinge zu wählen, die wir nicht wollen. Durch Diskussionen, Bewegung und Partnerspiele werden wir Werkzeuge entwickeln, um körperliche Wünsche auszudrücken und zu verhandeln und durch praktische Übungen Grenzen zu setzen. Dieser Workshop ist für Menschen aller Körpergrößen, Geschlechter und Hintergründe offen und einladend. Es handelt sich um einen nicht-sexuellen Workshop bei dem, ohne Druck, Kommunikation und Berührung geübt werden können. Es geht genauso darum, wirklich Ja zu sagen und es auch so zu meinen, wie es darum geht, Nein zu sagen! Wenn Sie noch nicht an einem Workshop zum Thema Consent im Village teilgenommen haben, ist es jetzt an der Zeit! Diese Erfahrung wird Ihnen nicht nur helfen, sich in der we are village Community zurechtzufinden, sondern sie wird Sie auch dazu befähigen, diese Werte in Ihr Leben zu übertragen. Gemeinsam wollen wir eine auf Consent ausgerichtete Gemeinschaft mit gemeinsamen Werten aufbauen und dabei die Verantwortung des Einzelnen für die Einhaltung dieser Grundsätze betonen. Unser oberstes Ziel ist es, gesunde Beziehungen zu fördern und eine integrative Community für eine bessere, vernetzte Zukunft zu schaffen. 🔵 **Embodied Consent** with **Kuem** for **LGBTIQA+** Free **[Registration Required](https://wearevillage.org/en/shop/embodied-consent/w17-2026-2/)** **Learning about boundaries and communication**. If you have not yet attended a workshop on Consent in the Village, now is the time! This workshop is highly recommended for anyone wishing to visit our project on a regular basis, or to attend one of our workshops. This experience will not only help you navigate within the we.are.village community, but it will also equip you to carry these values into your life. Being aware of your boundaries and expressing your consent or non-consent are essential skills in life, but we don’t often get a chance to actually practice consent skills in the same way we practice other skills, like singing, playing sports or learning a language. Consent is about much more than a simple yes or no. When we deconstruct consent, we discover how to communicate our true desires and stop choosing the things we actually don’t want. Through discussion, movement and partner games, we will build tools to express and negotiate physical desires and set boundaries through the use of practical exercises. This workshop is inclusive and welcoming to individuals of all body sizes, genders, and background. This is a non-sexual workshop, and great, low pressure situation in which to practice communication and touching. It’s as much about how to truly say yes and mean it as it is about saying no! If you have not yet attended a workshop on Consent in the Village, now is the time! This experience will not only help you navigate within the we are village community, but it will also equip you to carry these values into your life. Together, we aim to nurture a consent-centered community with shared values, emphasizing individual responsibility in upholding these principles. Our ultimate goal is to foster healthy relationships and create an inclusive community for a better, more connected future.

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.

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.

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

[The Kind Exchange](https://www.facebook.com/events/3087825058070662/) A gathering to share, swap, and connect with like-minded people who care about plant-based living, sustainability, and mindful choices. This is more than a swap — it’s a space to circulate what we already have and meet others in the community. Bring any of the following to share: * **Vegan-related books** (cookbooks, sustainability, mindful living, etc.) * **Plants or cuttings** (optional) Swap for something new-to-you from others. *The more you bring, the more there is to exchange!* Please RSVP so we can plan accordingly- [https://form.jotform.com/260975490897073](https://form.jotform.com/260975490897073?utm_id=97758_v0_s00_e0_tv4&fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExVGxJeFRub0FQNmhUcmF3VnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR4u9YhVWcSkITKfEn_NajeEUIyxFrXbcaG0HjFHoQn-MCxKlhGlUpFAnsMIzw_aem_vo9QISntFpTtGskmWaVEkQ) Unclaimed books/plants at the end of the event will be donated.

**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

**💝 Meet Columbus Singles Tonight – Hosted Speed Dating on Zoom** A hosted online speed dating experience for Columbus locals. Join from home, get paired with Columbus singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 🎯 **Especially useful for:** - 💡 Singles in Columbus who want to meet people from home - 💡 First-timers new to speed dating 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 🗂 **Quick details** - **Format:** Hosted on Zoom – one-on-one video dates - 🚀 **Location:** Your space – couch, desk, wherever suits you 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What if I'm shy?** --- ✨ Register, take the quiz, and connect with Columbus locals tonight. 🦋 ✨ Quick version: this one gets straight to the point. Everything important, without the extra padding.

Get ready for a fun night with amazing food, great energy, and even better company! 🥰✨ 🍽️ Portia’s Café — 6:30PM 🛼 Skate Zone 71 — 8:30PM Come join us for delicious vegan food and/or roller skating — it’s totally up to you! Whether you come for the food, the skating, or both… you’re in for a great time 💗 📍 Portia’s Café 4424 Indianola Ave Columbus, OH 43214 📍 Skate Zone 71 4900 Evanswood Dr Columbus, OH 43229