Artificial Intelligence Applications

An inspiring, high-energy meeting of public speaking, connection, and personal growth in the heart of Berlin. **Mercury Toastmasters Berlin** invites you to our weekly meeting at our new home at **Das Center, Potsdamer Platz**, in the stunning **Historic Imperial Breakfast Hall**. *Experience the **power of prepared speeches** loaded with bold ideas, participate in our **dynamic Impromptu Session**, and **gain valuable insights** during our feedback segment.* *Leave with practical tools, fresh ideas, and renewed inspiration.* *Whether you want to speak up at work, boost your presence, or just meet inspiring people, you’ll feel at home at Mercury Toastmasters Berlin.* *** **[What to Expect:](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)** ✨ A supportive space to speak, grow, and connect 🎤 Engaging prepared speeches ⚡ Fun, fast-paced impromptu speaking challenges 💬 Feedback session you can actually use 🌍 A friendly, international crowd (around 25–30 people) **Schedule** (times may vary) ⏰ 19:15 - Doors open & networking 🎙️ 19:30 - Prepared Speeches 🏓 20:35 - Impromptu Session (Guest welcome to join) ↩️ 21:00 - Constructive feedback 💬 21:30 - Food, drinks & relaxed socializing **No experience needed.** ***Come curious. Leave energized.*** *** **🤙 [Hear it from our members:](https://maps.app.goo.gl/eRtvR9DRNqU9WZQn7)** *“You can sharpen your public speaking skills and gain tons of confidence, while having fun and making new friends. Mercury is well-structured, fun, and affordable.”* — *Therese Pitt* *“Mercury gave me a safe place to speak, create, and grow. I love the multicultural vibe and supportive community. It’s the best place to learn and have fun.”* — *Krisztina Linka* *** **[Did You Know?](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)** Toastmasters is where people go to get better at speaking—and grow into confident communicators and leaders. Today [Toastmasters ](https://mercurytoastmasters.de/about-mercury-toastmasters-berlin/)has 350,000+ members across 16,000 clubs in 143 countries. And [Mercury](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/) is one of the best places to experience it. So bring your curiosity, your energy—and just be yourself. Whether you’re just starting or ready to level up, there’s a place for you here. *** **[Wondering what you get as a member?](https://mercurytoastmasters.de/membership-mercury-toastmasters-berlin/)** Think expert feedback, real-world speaking practice, and a supportive crew that’s got your back. [See you Wednesday night! 🎉](https://mercurytoastmasters.de/find-toastmasters-meetings-in-berlin/)

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.

Vor einem Jahr hieß ein Vortrag im KI Klub Werder noch: Die KI-Agenten kommen. Heute lässt sich sagen: Sie sind längst da. Seitdem hat sich im Bereich der KI-Agenten enorm viel verändert. Die Entwicklung hat sich rasant beschleunigt, neue Tools und Plattformen entstehen laufend, und Systeme wie OpenClaw zeigen, wie stark KI bereits heute Arbeitsprozesse, Geschäftsmodelle und den Alltag verändern können. Rund um den Globus werden neue Unternehmen auf dieser Grundlage gegründet, während sich die Dynamik der KI-Welt gefühlt stündlich weiterdreht. Dieser Abend bietet einen verständlichen Einstieg für Neueinsteigerinnen und Neueinsteiger, ordnet die aktuelle Lage ein und lädt zur gemeinsamen Diskussion ein. Es geht um die Frage, wo wir gerade stehen, was KI-Agenten heute schon können und was diese Entwicklung für Wirtschaft, Gesellschaft und den Alltag bedeutet. Wie immer ist die Veranstaltung kostenlos und offen für alle.

*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!

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.

**In Association With the Berlin Portrait Academy and PAKD Gallery / PAKD Art Lab** * **www.berlinportraitacademy.com** * **www.pakd-gallery.com/artlab** * **Cost: 15 Euros** A regular opportunity to study the nude or portrait from life for 3 hours, every single week! We have one long pose - you can choose whether to draw several studies from different angles around the room, or take your time to do a single sustained drawing or painting in full detail. The pose is held for 20 minute intervals with five minute breaks in-between so the model to rest and stretch, and so artists can move between seats if they choose. We provide some materials such as paper, pencils & pastels for free. Canvases, brushes and acrylic paint can be purchased at the event. We hope to see you there very soon!

**Important! Please register on [Luma Page](https://luma.com/8d2zd6a6)** 🎤 **Calling everyone who wants to get better at presenting, thinking on the spot, and communicating ideas clearly.** Most of us have prepared presentations. But real life doesn’t always give you that luxury. Being able to **structure your thoughts quickly, explain ideas clearly, and stay confident in unpredictable situations** is a different skill. At this session, we’ll practice exactly that — in a format that’s structured, practical, and a bit chaotic (in the best way). If you want to get more comfortable presenting without overthinking, this event is for you. ## **We’ll work on:** * how to structure ideas clearly and quickly * how to present without a script * how to stay confident when you don’t fully know what’s coming * how to communicate in a way people actually follow **What to expect** We’ll start with a **simple, practical framework** for building clear and engaging presentations. Then we’ll break into smaller groups to **think, discuss, and prepare ideas together**. And then — **presentation karaoke**. You’ll get slides you’ve never seen before and present them on the spot. No preparation, no perfect script — just real-time thinking and communication. **Agenda** 18:00-18:30 — Arrivals & introduction 18:30-19:15 — Workshop & group work 19:15-20:30 — Presentation karaoke 20:30-21:00 — Networking **Who is this event for?** Anyone who wants to: * get better at presenting ideas * feel more confident speaking in front of others * practice thinking and communicating under pressure **Where & When?** 📍 **[SPICED Academy]()**, Ritterstraße 12-14, 10969 Berlin 📅 April 22, 2026 🕕 18:00 – 21:00 Spots are limited, so make sure to RSVP. **Important! Please register on [Luma Page](https://luma.com/8d2zd6a6)** **Who are we?** This event is organized by **Projector Global Community ambassadors in Berlin**. [Projector Global Community](https://luma.com/prjctrglobalcommunity) by [Projector Institute](https://prjctr.com/en/about?utm_source=luma) is a global network for designers, developers, marketers, and product thinkers — focused on learning, connection, and turning ideas into real projects. **📸 Photos & Video** Please note that photos will be taken during the event. By attending, you agree to being photographed and allow the organizers to use this content for communication and marketing purposes.

**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.

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** [Techtelmechtel Coworking Space](https://techtelmechtel.space/) 💗 **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.

Learn how to use AI to get past screening systems and land real opportunities — from jobs to freelance projects. Companies are already using AI to filter CVs before a human ever reads them. That's the reality. But here's the thing - AI is just a tool. And tools can be used by both sides. In this hands-on workshop - hosted by the Smart Coop Germany - you'll learn how to use Claude AI to write applications that work with AI screening systems, not against them. Sharper CVs, stronger cover letters, better chances. This workshop is part of Smart's commitment to its community: freelancers who are self-employed, but not alone. Whether you're looking for your next client, a new project, or a full-time role - this is for you. What to bring: \- Laptop or iPad \(smartphone only = tough mode 😅\) \- Claude account \(free tier works\, paid recommended\) \- Your CV \+ a cover letter \(any version\) \- LinkedIn or Xing profile as PDF if you have one \- 1\-2 digital photos of yourself or your work Limited to \~15 people - because this is a real workshop, not a lecture. Trainer: Thomas Fischer is a Berlin-based IT consultant with 15+ years in the game. While studying Security & Safety Engineering, he started building an Arduino-based monitoring system for a nuclear reactor. As a consultant, he made his mark building the test infrastructure for the VPN-Zugangsdienst of Germany's electronic health card. He ran Europe's first car-hacking workshop at Confidence in Cracow and has presented at security conferences in Odessa, Budapest, and Cracow. In the last year, he dove deep into Berlin's AI scene, publishing his own apps and building Industry 4.0 ecosystems. Hosted at Smart Cooperative Germany as the part of WorkCoopHub projects, funded by BMWE.

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/).*

🚀 **Google AI Berlin In Person Workshop – 25th April 11:00-14:30** Are you curious about Artificial Intelligence and how it can be used in real life and work? Join us for our upcoming Google AI Workshop in Berlin! 📅 **Date:** 25 April ⏰ **Time:** 11:00 – 14:30 📍 **Location:** Heinz-Galinski-Straße 13, 13347 Berlin *** ### 📚 **Program Structure** This program includes: * \~4 hours of self-paced online learning (Coursera) * In-person workshop on 25 April in Berlin *** ### 🤖 **What to expect:** * Introduction to AI fundamentals (no technical background needed) * Learn how generative AI tools work in practice * Hands-on, interactive exercises and discussions * Real-life use cases of AI in work and productivity * Connect with others interested in AI and tech 🍕 **Food and drinks will be provided** — come learn, network, and enjoy! *** ### 🎓 **Bonus** If you successfully complete the "**Google AI Essentials"** course, you will be granted full access to the entire [Google Coursera catalog](https://docs.google.com/spreadsheets/d/135DsxmVC3bbVlnPagxQ11KYsN8krtqZH/edit?gid=1546284735#gid=1546284735) \- including professional certificates such as Project Management\, Data Analytics\, IT Automation with Python\, and many more\, all at no cost\. \(Subject to change\) *** ### 📩 **After Registration** Once you have successfully registered, you will shortly receive a confirmation email with next steps as well as access to Coursera. *** Whether you're just starting out or exploring new skills, this workshop is a great way to get introduced to AI in a practical and engaging way. **Note:** **This course is fully scholarship-based, meaning you do not need a Bildungsgutschein to participate 😇** 👉 **Register now and secure your spot!** [https://www.startupistan.org/ai](https://www.startupistan.org/ai)

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.

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.

Join us for an engaging panel discussion on **AI Agentic Coding** and how autonomous AI systems are transforming the way software is built. Experts in AI, software engineering, and developer tools will share insights on how agentic AI—systems that can plan, reason, and execute coding tasks—is reshaping modern development workflows. The discussion will cover topics such as AI-assisted development, productivity gains, challenges around reliability and governance, and what the future of software engineering may look like with AI agents as collaborators. Whether you’re a developer, tech leader, or AI enthusiast, this session is a great opportunity to learn, ask questions, and explore how agentic AI is redefining coding

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

## Escape the Office: Your Remote Career Takes Off Here Imagine the possibilities: Ditch the daily commute, design your ideal lifestyle, and work from anywhere. This Remote Ready Bootcamp delivers the skills and community you need to thrive as a location-independent pro. In just two weeks, learn to build a flexible, fulfilling remote career that lets you earn on your own terms, anywhere in the world. ### Ready to begin? [Secure Your Spot! 🚀](https://remoteready.io/product/RemoteReadyBootcamp?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-04-24T22:00:00Z) --- **Is This For You?** This bootcamp is ideal if any of these describe you: * Yearning for remote work and ready to commit * Tired of being tied to a desk * Seeking ways to diversify your income streams * Craving location freedom in your professional life **What to Expect** Picture yourself in a vibrant cafe in Bali, effortlessly managing your work, then exploring ancient temples. Location-independent professionals make this their reality daily. This bootcamp empowers *you* to do the same. Over fourteen immersive days, you'll learn how to create multiple streams of income online and master the art of staying productive, no matter where you log in from. Our expert instructors have built successful remote careers across numerous countries. You're not just learning skills; you're joining a global movement. **Outcomes You Can Anticipate** * Developing diverse income opportunities to fund your lifestyle * Understanding crucial frameworks of successful location-free work * Gaining exclusive access to a network of remote-first entrepreneurs **Kickstart Your New Life** From the moment your enrol, you receive resources and support that prepare you for a remote-first trajectory. Don't wait! This course is high in demand, and seats dissapear quickly. [REGISTER NOW 🚀](https://remoteready.io/product/RemoteReadyBootcamp?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-04-24T22:00:00Z) **Important Next Step:** Completing the registration form is essential to formally confirm your placement.

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.

**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

A WiA Collective Wisdom Exchange At the start of this year, we gathered to look back, set intentions, and imagine the next chapter. This is the follow-up. Not a check-in. Not a progress report. A small, facilitated circle to reconnect with what you said mattered — and honestly explore what’s actually happening now. Together, we’ll explore: • What you intended at the start of this year - and what that looks like three months in • What’s surprised you, supported you, or shifted • What the next chapter needs now that you know what you know If you were at our January gathering, bring whatever you made or wrote — your word, your artifact, your intention. We’ll look at it with fresh eyes. If this is your first time, you belong here too. You’ll start where we all started: with what’s true right now. Optional art materials will be available for anyone who wants to reflect creatively alongside conversation. If you brought something home from January, you’re warmly invited to bring it back. The intention is the same as always: everyone leaves feeling more clear, more connected, and a little lighter. Space is intentionally limited to keep the experience intimate. What to Expect • A small, welcoming circle (not a large meetup) • Structured conversation so everyone has space to speak • Reflection, listening, and lived experience — not advice-giving • Optional creative reflection alongside conversation • A calm, supportive environment Who This Is For Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for honest conversation and community beyond frameworks and buzzwords. Good to Know • No preparation required • If you attended in January, we invite you to bring anything you created or wrote (or something that represents your intention at the start of the year) - it’s optional but invited • Participation is invitational; listening is always welcome • Creative activities are optional