Electronics Mechanics Engineering Design

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/).*

***This is an inclusive event – all genders are welcome!*** **Women in Technology at Deutsche Bank** are delighted to invite you to a special evening bringing together leaders and experts from across the technology community. The program will offer insights into recent technology achievements in Corporate Banking Technology and celebrate the women behind them. The evening will also feature a fireside chat with senior technology leaders from Deutsche Bank discussing leadership, innovation, and the evolving role of technology in the financial industry. **🗓 Agenda** * **18:30** – Doors open * **18:55** – Welcome & introductions * **19:00 – 19:30** – *The Digital Update from Corporate Banking Technology* by Padmavathi Ravi (Deutsche Bank) * **19:30 – 19:45** – *Wero Payments for the Future of Commerce in Europe* by Hama Kasiri (Deutsche Bank) * **19:45 – 20:15** – Break * **20:15 – 21:00** – Fireside chat **Mary Hynes-Martin** (Head of Strategy for Corporate Bank Technology at Deutsche Bank), **Juliet Parab** (CIO Security Services at Deutsche Bank) * **20:15 – 22:00** – Networking * **22:00** – Doors close

**#Women in Tech & of SaaS - Share Real Stories and Clear Takeaways** **Please register through this link:** [https://luma.com/h0cd0q2m](https://luma.com/h0cd0q2m) ## ​Overview ​What really drives career growth in tech and SaaS— beyond titles and job descriptions? Join us for an honest, behind-the-scenes conversation with women leaders sharing the pivotal decisions, setbacks, and strategies that shaped their impact. ## ​📅 When? ​Thursday, 23 April 2026 18:00 – 21:00 Arrival from 18:00 ## ​📍 Where? ​Doctolib Office ​Mehringdamm 51 ​10961 Berlin ## ​💡 What can you expect from the evening? ​An honest, human-first panel discussion where senior women in tech and SaaS share what really shaped their careers. ​You’ll gain: * ​Clear insights on how influence and visibility actually work in tech * ​Honest reflections on doubts, setbacks, tough feedback, and career trade-offs * ​Practical ways to grow your impact in the age of AI — without losing yourself ​Beyond the panel, expect meaningful networking moments in a safe, supportive space built on trust and solidarity. ## ​The coolest is: ​🎙️ Podcast-style setup ​✨ Healthy catering & drinks ​📸 Photo corner & inspiration wall ​🎁 Small goodies & community moments ## ​🗓️ Agenda ​18:00\-18:30 \| Arrival & Ice Breaker Welcome drink & first mingle ​18:30\-18:40 \| Welcome Words \- Doctolib \([Saskia](https://www.linkedin.com/in/saskiamenke/?utm_source=luma)), Women in Tech® ([Sacha](https://www.linkedin.com/in/sacha-larenaudie/?utm_source=luma)), and Women of SaaS ([Stef](https://www.linkedin.com/in/stefania-guglielmetto/?utm_source=luma)) ​18:40\-19:30 \| Panel Discussion ​19:30\-19:45 \| Q&A ​19:45\-21:00 \| Networking\! ## ​🎤 About our Speakers ​[Eva Maria Lindig](https://www.linkedin.com/in/evalindig/?utm_source=luma), Product Lead, PayPal ​[Khadijah Shtayat](https://www.linkedin.com/in/khadijah-shtayat/?utm_source=luma), Engineering Manager, Doctolib ​[Angeley Mullins](https://www.linkedin.com/in/angeleymullins/?utm_source=luma), Founder & CEO @ Aetheris Ventures, GTM Leader ​Moderator: [Sacha Larenaudie](https://www.linkedin.com/in/sacha-larenaudie/?utm_source=luma), Women in Tech® # ​About Doctolib ​No one should feel alone in their experience of care. At Doctolib, we’re setting a new pulse for healthcare, helping people be healthier and improving the daily lives of health professionals. With more than 3000 employees across France, Germany, Italy, and the Netherlands, we’re reinventing how care is delivered through a new generation of AI-powered technologies and services. Our Operating System supports health professionals in all their activities, from clinical, financial, to admin and care cooperation. Our Health Companion helps people prevent health problems, detect risks earlier, access care faster, and better follow treatments. Today, over 90 million people use Doctolib to manage their health and find care, while 420K health professionals use Doctolib to focus on what matters most: caring for patients. ## ​About Women in Tech® ​Women in Tech® is an international movement on a mission to close the gender gap and help women embrace technology. ​In Germany, we bring together tech professionals to connect, grow, and support one another. Our goal: empower women with the skills and confidence to thrive in STEAM careers. ​Join us — and shape the future of inclusive tech. ## ​About Women of SaaS ​Women of SaaS is the leading global business network connecting brilliant women in the SaaS industry. ​Women are still underrepresented in the SaaS industry, often facing a trust gap, lacking visibility and representation in leadership. We’re here to change that. ​We envision a SaaS world where women have equal seats - and equal voices - at the table. By building a strong, supportive network, Women of SaaS empowers women to elevate each other, actively shape their careers, and ensure their impact is seen. ​Headquartered in Berlin, we're globally minded and ready to conquer the world! Website [www.womenofsaas.com](https://www.womenofsaas.com/?utm_source=luma) ## ​📸 Photography Notice ​A photographer will be present. By attending, you consent to being photographed and filmed for event and community communications. If you prefer not to appear in photos, we’ll provide a simple way to identify that at check-in. **Please register through this link:** [https://luma.com/h0cd0q2m](https://luma.com/h0cd0q2m)

Moving to Discord to **keep the community and events free and accessible** for everyone. All details & future updates can be found here: [https://discord.gg/6cKgFKXY4f](https://discord.gg/6cKgFKXY4f)

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.

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

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

The course will start this Saturday at 10am. It will be in studio R at CCB studios. [https://maps.app.goo.gl/rFovxE7eG7HV6uB46](https://maps.app.goo.gl/rFovxE7eG7HV6uB46). Buzz for CCB studios and then walk through to the second courtyard. We will try to start right around 10. There will be tea available. Please dress in comfortable clothes, maybe wearing a few layers. Theres some blankets, yoga mats, cushions and chairs in the room that you can use. The plan will be for us to do some small discussions at the top and then start discussing theory before doing some meditations of increasing length and then closing with some time for Q & A. We will take a short break in the middle as well. The plan is to go from 10-12 roughly but we may end a little closer to 11:30 depending. This week will function primarily as a simple introduction to meditation and some topics in the space but we will also discuss what the Jhanas are. Looking forward! Any questions please just message me.

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.

Join us for a cozy potluck to share food, meet new girls, and build real friendships with fellow Desi women in Berlin. **What to bring:** • A drink for yourself • Easy-to-share Indian food • A towel or picnic mat to sit on • Your own cutlery (you can also eat on your box’s lid) Note: The weather for Saturday looks sunny! (If it changes significantly, we may have to cancel.) Who are we? We host free community events for Desi women in Berlin (Desi = people from South Asia). We’re already 200 members strong! And the group is very active, not commercial at all. To keep this a safe and comfortable space, I personally add members to the WhatsApp group after meeting them.

Unser Verein berlinCreators e.V. trifft sich jeden Freitag ab 18 Uhr im Makerspace. Wir haben Gruppen rund um Elektronik, 3D-Druck, Nähen, Programmieren, Retro Computer. Egal ob Anfänger oder Profi – hier seid Ihr Willkommen. Ihr könnt mit anderen fachsimpeln, Euch inspirieren lassen oder auch mit unserer Hilfe Eure ersten Projekte starten. Wenn Ihr Euch bei uns wohlfühlt und Mitglieder bei den berlinCreators werden möchtest, freuen wir uns. Kommt vorbei, lernt den Space, uns und die Möglichkeiten kennen.

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.

[Please note the new date - the event moved to April] Let's get together for a BYOB roundtable networking session. This is an open conversation about the current state of tech, in Berlin and in general, and just getting to know like minded people. This will take place at a bakery, with one large table and several small ones. You can choose to buy a drink and/or a pastry, as no refreshments will be provided. ★ABOUT WTM BERLIN★ We have been encouraging diversity in tech in Berlin since 2015. Get visibility, networking & resources to make Berlin's tech community more diverse & inclusive. Whether a WTM member, or a complete newbie - join us! Our Meetups are always open & inclusive to people of all backgrounds - everyone is welcome ❤ TWITTER: http://twitter.com/wtm_berlin FACEBOOK: https://www.facebook.com/groups/1106085959408694 SLACK: https://slack.wtm.berlin YOUTUBE: https://www.youtube.com/@womentechmakersberlin We follow the Berlin Code of Conduct: https://berlincodeofconduct.org/ Agenda *** Hosted By Anna Morgiel, Android Engineer 👋 Hi, I’m @annamorgiel, Professional Software Engineer for Android, working with Jetpack Compose, Coroutines and Jetpack Components. My favorite areas are testing, animations and acessibility. I organize Women Techmakers Berlin and GDG Berlin Android events. 👀 I’m interested in Google Assistant and conversational design 🌱 I’m currently learning Jetpack Compose and technical content delivery Bukola Johnson, Organizer Bukola is a Senior Platform Engineer with over a decade of experience in the tech industry. Her career began as a System Administrator, transitioned into DevOps, and has now led her to specialize in Platform Engineering. Bukola is passionate about leveraging technology to solve complex problems and is a dedicated advocate for diversity and inclusion within the tech community. As a Womentechmaker Ambassador and a co-organizer of WTM Berlin, Bukola actively works to amplify the voices of women in tech. Her commitment to mentorship and community building is evident in her previous volunteer role as a DevOps Coordinator at SheCodeAfrica, where she mentored and guided women starting careers in Cloud and DevOps. Bukola is also a speaker and mentor who enjoys sharing her knowledge and empowering aspiring technologists, particularly women and young girls. Her mission is to inspire and foster a more inclusive tech community where everyone has the opportunity to succeed. Natalie Pistunovich, Organizer Seemran Xec, Software Engineer Jhoon Saravia, meow. Ruba Kharrubi, Team Lead

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

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

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.

**💓 Detroit Virtual Speed Dating – Hosted, Curated & on Zoom** Speed dating from home — connect with real Detroit singles on Zoom. Join from home, get paired with Detroit singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Register under your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=55+&face_v=8.0) **⚠️ Heads up — RSVPing here isn't enough.** Register through your age group link below and complete the quiz. Capacity is limited. --- 🎯 **Perfect for:** - Singles in Detroit who want to meet people from home - Singles who prefer a hosted, structured experience - People fed up with swiping who want actual conversation **Event Details** - **Format:** Virtual on Zoom – hosted and well-structured - **Location:** From home – all you need is Wi-Fi and a webcam - **Host:** Friendly host guiding every round - **Vibe:** Great energy, real people, authentic conversation **How It Works** 1. **Pick your age group** – Register through your link above. 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. 4. **Speed date** – One-on-one rounds with personality-matched Detroit locals. 5. **Results** – We'll send your mutual matches afterwards. --- ✨ Speed dating from home — easy, fun, and personality matched. 💖 ✨

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

**� Zoom Speed Dating for Fort Wayne Locals – Matched by Age & Personality** We pair you by personality and age so every conversation feels natural. It's simple: complete a short personality quiz, jump on Zoom, and meet Fort Wayne singles in guided one-on-one rounds. Matches shared afterwards. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=heartfelt-connections-for-local-singles-meetups&ar=55+&face_v=8.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- 🎯 **Perfect for:** - Anyone who likes connecting online before meeting face-to-face - Fort Wayne locals after personality-matched dates - Singles who prefer a hosted, structured experience - Busy professionals who don't want to waste evenings **How It Works** 1. **Register** – Select your age group above and sign up. 2. **Complete the quiz** – Short personality quiz so we can match you well. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 4. **Speed date** – One-on-one rounds with personality-matched Fort Wayne locals. 5. **Get matches** – Mutual matches shared after the event. **Event Details** - **Format:** Virtual on Zoom – hosted and well-structured - **Location:** From home – all you need is Wi-Fi and a webcam - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Friendly and relaxed – genuine chats with Fort Wayne locals 💡 **Tip:** Good lighting and a clean background make a big difference. --- ✨ Speed dating from home — easy, fun, and personality matched. 💕 ✨

**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