Complexity

Join us for an in-person evening exploring how GenAI is transforming modern engineering — from low-code feature engineering and research workflows to agent-driven optimization and production ML systems. Please make sure you register with your full name, as it will be checked by security on arrival. \*\*\* 📅 **Date and Time:** Tuesday, April 28, 2026 Doors open: 17:30 Talks start: 18:00 Panel discussion: 19:20 Networking & pizza: 20:00 \*\*\* 📍 **Location:** Zalando Office BHW Warschauer S-Bahn, Auditorium Cinema \*\*\* 📝 **Agenda:** **17:30 – Doors Open** Arrivals and check-in \*\*\* **18:00 – Talk #1** **Research Harness Engineering** [Florian Hönicke](https://www.linkedin.com/in/florian-h%C3%B6nicke-b902b6aa/) — Elastic Every programmer is now a manager of coding agents — but human oversight quickly becomes the bottleneck. Florian will share how Elasticsearch built an agentic research harness to support their v5-omni model development, enabling structured experimentation and faster iteration cycles in applied AI research, and why building your own harness is the key unlock for teams serious about scaling agentic workflows. \*\*\* **18:20 – Talk #2** **Low code feature engineering in Zalando with Agentic support** Ola Wahab — Zalando Feature engineering at scale has traditionally been a high-friction process — days of infra setup, complex tooling coordination, and lots of boilerplate. Ola will walk through how Zalando is shifting to a low-code, configuration-driven approach where teams define pipelines declaratively, and how agentic coding has compressed the journey from feature discovery to production from weeks to days. \*\*\* **18:40 – Talk #3** **Ranking Logic Migration from Monolith — Using Code Agents for Iterative Performance Benchmarking** [Ivan Potapov](https://www.linkedin.com/in/ivan-sur/) — Zalando How Zalando’s Search and Browse Discovery team extracted a latency-critical ranking service from a monolith and validated it for production. This talk covers: * Migrating the ranking read path into a standalone Ranking API * Using AI-powered agentic loops with async-profiler to close the p99 latency gap * Practical lessons on allocation profiling, virtual threads, and production validation \*\*\* **19:00 – Talk #4** **Coding Agents for ML Pipelines & AI Systems (Hopsworks + Claude Code)** [Jim Dowling](https://www.linkedin.com/in/jim-dowling-206a98/) — Hopsworks Coding agents are rapidly reshaping software and ML engineering. This talk explores how prompt-driven development is changing how we build ML systems. We’ll cover: * ML problem decomposition and architecture optimization in an agent-driven world * Data-driven experimentation workflows * Building faster and higher-quality systems with Claude Code * Why building on top of AI infrastructure boosts productivity Based on Jim’s O’Reilly book: *Building AI Systems with a Feature Store* Format: 20 min talk + 10 min Q&A \*\*\* **19:20 – Panel Discussion** **Product Mindset in Engineering — The Evolution of the AI Engineer Role** \*\*Host: Ivan Potapov Jim Dowling — CEO, Hopsworks Leela Sharma — Director of Engineering, Zalando Alexey Grigorev — Founder, DataTalks.Club Florian Hönicke — Principal AI Engineer, Elastic A discussion on how GenAI is reshaping engineering roles, expectations, and the shift toward product-oriented thinking. \*\*\* **20:00 – Pizza, Drinks & Networking** Wrap up the evening with food, drinks and conversations with fellow engineers and speakers. \*\*\* Invite your friends and join us for an evening of learning and networking! **⚡️ Interested in giving a talk? ⚡️** Are you interested presenting on your Elastic use case? We welcome 5-10 minute lightning talks, 45-minute deep dives, and everything in between. If you're interested, please send an email to [meetups@elastic.co](http://meetups@elastic.co/?utm_source=luma)

Get ready for a night full of laughs at **Big Berlin Comedy!** High Energy Hosting, great vibes and lots of wild crowd interaction! Whether you're a local or just visiting, this is the perfect chance to enjoy some top-notch comedy with friends. Don’t miss out on the fun – comedy fans unite and let’s make it a night to remember! Doors 8pm Showtime 8:30 Tickets It's NOT A FREE SHOW. It's Pay What You Want. You just decide the amount you want to pay AFTER the show. Artists deserve to be paid. If you plan to not pay at all, please don't come to our show!! Free Entry + Donation based. We suggest a donation of 10€-15€. Students & unemployed 5€-7€. We accept cards & cash

Meet us for in-person talks at Zalando on April 28, 2026! Join us for an evening exploring how GenAI is transforming modern engineering — from low-code feature engineering and research workflows to agent-driven optimization and production ML systems. Please make sure you register with your full name, as it will be checked by security on arrival. *** 📅 **Date and Time:** Tuesday, April 28, 2026 Doors open: 17:30 Talks start: 18:00 Panel discussion: 19:20 Networking & pizza: 20:00 *** 📍 **Location:** Zalando Office BHW Warschauer S-Bahn, Auditorium Cinema *** 📝 **Agenda:** **17:30 – Doors Open** Welcome, pizza, and networking **18:00 – Research Harness Engineering for Model Development** Florian Hönicke — Elastic Every programmer is now a manager of coding agents — but human oversight quickly becomes the bottleneck. Florian will share how Elastic built an agentic research harness to support their v5-omni model development, enabling structured experimentation and faster iteration cycles in applied AI research, and why building your own harness is the key unlock for teams serious about scaling agentic workflows. *** **18:20 – Low-Code Feature Engineering in Zalando with Agentic Support** Ola Wahab — Zalando Feature engineering at scale has traditionally been a high-friction process — days of infra setup, complex tooling coordination, and lots of boilerplate. Ola will walk through how Zalando is shifting to a low-code, configuration-driven approach where teams define pipelines declaratively, and how agentic coding has compressed the journey from feature discovery to production from weeks to days. *** **18:40 – Ranking Logic Migration from Monolith — Using Code Agents for Iterative Performance Benchmarking** Ivan Potapov — Zalando How Zalando’s Search and Browse Discovery team extracted a latency-critical ranking service from a monolith and validated it for production. This talk covers: * Migrating the ranking read path into a standalone Ranking API * Using AI-powered agentic loops with async-profiler to close the p99 latency gap * Practical lessons on allocation profiling, virtual threads, and production validation Format: 20 min talk + 10 min Q&A *** **19:00 – Coding Agents for ML Pipelines & AI Systems (Hopsworks + Claude Code)** Jim Dowling — Hopsworks Coding agents are rapidly reshaping software and ML engineering. This talk explores how prompt-driven development is changing how we build ML systems. We’ll cover: * ML problem decomposition and architecture optimization in an agent-driven world * Data-driven experimentation workflows * Building faster and higher-quality systems with Claude Code * Why building on top of AI infrastructure boosts productivity Based on Jim’s O’Reilly book: *Building AI Systems with a Feature Store* Format: 20 min talk + 10 min Q&A *** **19:20 – Panel Discussion** **Product Mindset in Engineering — The Evolution of the AI Engineer Role** Jim Dowling — CEO, Hopsworks Leela Sharma — Director of Engineering, Zalando Florian Hönicke — Principal AI Engineer, Elastic Alexey Grigorev — Founder, DataTalks.Club A discussion on how GenAI is reshaping engineering roles, expectations, and the shift toward product-oriented thinking. *** **20:00 – Pizza, Drinks & Networking** Wrap up the evening with food, drinks, and conversations with fellow engineers and speakers. *** Invite your friends and join us for an evening of learning and networking!

🎤 **What Happens at a Toastmasters Meeting?** We change the time to 7pm please aarive 10 minutes earlier. Curious about Toastmasters? Come experience it for yourself! At **Toastmasters Center Berlin**, our meetings are designed to help you grow as a speaker, listener, and leader — in a fun, supportive environment. Here’s what you can expect: ✅ **Warm Welcome** – Guests are always greeted with open arms. No pressure to speak — just observe and enjoy! ✅ **Prepared Speeches** – Members deliver inspiring, informative, or entertaining speeches they've crafted. ✅ **Impromptu Speaking (Table Topics)** – A fun challenge where volunteers speak on surprise topics for 1–2 minutes. Great for thinking on your feet! ✅ **Constructive Feedback** – Every speaker receives thoughtful evaluations to help them improve. ✅ **Leadership & Roles** – Members take on meeting roles that build confidence and leadership skills. Whether you're looking to overcome stage fright, sharpen your storytelling, or simply meet like-minded people — this is the place to start. 🗓️ **Join us as a guest — no experience needed!** 📍 **Toastmasters Center Berlin** 💬 **Grow your voice. Share your story.**

(Note: We are cross posting this event on behalf of our friends at [Nebius.](https://nebius.com/)) The Nebius Build Tour is a series of in-person technical gatherings designed for engineers working on real-world AI infrastructure. Join ML engineers, platform architects, and technical founders for deep dives into deploying, scaling, and operating AI systems in production. **Time, Place and Location** April 28, 2026 13:00-18:00 Impact Hub Berlin Rollbergstraße 28A, 12053 Berlin **[Register on the Nebius website](https://nebius.com/events/nebius-build-berlin#form)** This is not a marketing conference — it’s a focused environment for builders to share architecture patterns, lessons learned, and practical approaches to running AI workloads at scale. Nebius.Build/BER brings together engineers from Nebius and partners including Anyscale and Tavily, with sessions covering distributed training, running open source models in production, and scaling workloads across large GPU clusters. The program includes a mix of technical talks, partner sessions, and a hands-on workshop, where you can deploy your own model and connect it to a working inference pipeline. The program includes talks on real architecture breakdowns and implementation details from teams running production systems, with discussion of inference scaling, latency, reliability, and cost-performance tradeoffs, alongside practical deployment workflows. The content runs from 13:00 to 16:30, followed by a networking reception and a help bar, allowing time to connect directly with engineers and peers. [Register](https://nebius.com/events/nebius-build-berlin#form) your interest to receive updates on upcoming events and be the first to secure a place when registrations open near you.

Tuesday night, grab a beer! We've got a comedy show built for locals, tourists, and anyone flying solo. A fast, funny, feel-good evening! Tuesday night, grab a beer! We've got a comedy show built for locals, tourists, and anyone flying solo. This fast, funny, feel-good evening is hosted by Amercan comedians Tera Kilbride and Steph DePrez. Laugh, unwind, and grab a drink: it's Tuesday Boozeday [BOOK HERE PLEASE](https://www.eventbrite.com/e/tuesday-boozeday-english-stand-up-comedy-in-neukolln-sisyfass-bar-tickets-1984371956941?aff=oddtdtcreator) If you’re new to Berlin, riding solo, or looking for a bright place to warm up as the days get shorter, this is the place to be. Grab your REDUCED PRICE ticket now, or show up and pay 15 EUR at the door. Perfect for tourists and locals. Come grab a drink and laugh away the winter blues. Bring your colleagues, bring a first date, bring your mom: Laughs guaranteed. This show is hosted by two heavyweights of the Berlin scene: opera-singing comedian Steph DePrez and veteran producer Tera Kilbride. Please arrive by 7:50 to grab a seat.

**Community Partnership - Registration Here:** **https://nebius.com/events/nebius-build-berlin#form** # Nebius.Build/BER The Nebius Build Tour is a series of in-person technical gatherings designed for engineers working on real-world AI infrastructure. Join ML engineers, platform architects, and technical founders for deep dives into deploying, scaling, and operating AI systems in production. This is not a marketing conference — it’s a focused environment for builders to share architecture patterns, lessons learned, and practical approaches to running AI workloads at scale. Nebius.Build/BER brings together engineers from Nebius and partners including Anyscale and Tavily, with sessions covering distributed training, running open source models in production, and scaling workloads across large GPU clusters. The program includes a mix of technical talks, partner sessions, and a hands-on workshop, where you can deploy your own model and connect it to a working inference pipeline. The program includes talks on real architecture breakdowns and implementation details from teams running production systems, with discussion of inference scaling, latency, reliability, and cost-performance tradeoffs, alongside practical deployment workflows. The content runs from 13:00 to 16:30, followed by a networking reception and a help bar, allowing time to connect directly with engineers and peers. Register your interest to receive updates on upcoming events and be the first to secure a place when registrations open near you. ## Full agenda  ### 12:00-13:00 –– Registration and lunch  ### 13:00-13:15 –– Opening remarks and scene setting Waqas Makhdum, VP of Developer Relations & Community, Nebius  ### 13:15-13:45 –– AI Cloud talk: From prototype to production: reliable clusters for large scale distributed training Evgeny Arhipov, Head of Scheduler Services: Managed Soperator, Slurm, Nebius  ### 13:45-14:30 –– Token Factory talk: Post training in production. Making open models reliable at scale Dylan Bristot, Product Marketing, Token Factory Sujee Maniyam, DevRel, Token Factory  ### 14:30-15:00 –– Coffee break  ### 15:00-15:25 –– Breakout sessions: select your preferred track on the registration form **Track 1 — Partner talk: Anyscale** Physical AI at scale: Efficient VLA training on hundreds of GPUs Carl Winkler, Anyscale Physical AI is entering a new era, with VLA models reshaping how robots learn to see, reason, and act from a single architecture. But scaling VLA training across hundreds of GPUs exposes a core infrastructure challenge: the data is heterogeneous, the compute is heterogeneous, and in traditional batch pipelines, expensive GPUs sit idle while CPU steps run. This talk shows how streaming execution eliminates that waste by continuously feeding data through CPU and GPU stages in a single unified pipeline, keeping GPU utilization near 95% instead of waiting for each step to complete. We will walk through the full data pipeline, from show how fault-tolerant streaming on Anyscale, deployed on Nebius AI Cloud, lets teams efficiently utilize hundreds of GPUs, process massive multimodal datasets, recover from failures without restarting from scratch, and dramatically speed up the development cycle from data to training. **Track 2 — Workshop** Hands-on with OpenClaw: Bring your own model Mikhail Rozkhov, TPM, Nebius In this hands-on workshop, you will learn how to deploy a custom model and connect it to OpenClaw to build a usable AI service. We start by deploying a model to a serverless endpoint, making sure it is accessible, stable, and ready for inference. From there, we integrate the deployed model with OpenClaw, configuring it to handle requests, route inputs, and expose a clean API. Along the way, we cover the practical details that matter in real setups: model compatibility, endpoint configuration, and how to make the system reliable end to end. By the end of the session, you will have a working pipeline where your own model is deployed, connected to OpenClaw, and ready to be used in real applications.  ### 15:25-15:50 **Track 1 — Agentic Search: Context Management in Research Agents** Agentic search is not just about retrieving information. It is about delivering the right context, in the right form, at the right time for an agent to reason effectively. In this talk, we explore the architecture behind deep research systems through lessons from building Tavily’s research API. We examine how agent harnesses are designed, how context is managed across multi-step workflows, and which context engineering techniques most improve performance in practice. Evan Rimer, Forward Deployed Engineer, Tavily **Track 2 — Workshop** Hands-On with OpenClaw: Bring Your Own Model (continued) Mikhail Rozkhov, TPM, Nebius  ### 15:50-16:05 –– Keynote address  ### 16:05-16:20 –– Fireside chat with keynote speaker Waqas Makhdum, VP of Developer Relations & Community, Nebius  ### 16:20-16:30 –– Wrap up and closing remarks Waqas Makhdum, VP of Developer Relations & Community, Nebius  ### 16:30 –– Help bar Networking happy hour with bites

**ℹ️ The next meetups will be managed on Luma.** **You can register for this event 👉 [here](https://luma.com/zma43t8d). Follow the Django User Group Berlin Calendar on Luma.** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-​ In April, we'll be hosted again by [MPB](https://www.mpb.com/de-de?utm_source=luma), the second-hand market for camera and video equipment, running good ol' Django. Be sure to chat to them while you sample their food and drinks. This month, like last, we'll have a speaker from within our own community, **Sofia Fischer**, Backend Developer at Kraken Technologies. The title of her talk is: "**How complex is my function?**". This talk will give an overview of complexity metrics in computer science, software engineering, and linguistics to show many different ways in which a function may be complex. Based on the Django Framework repo, I will show how a project can be analysed with different complexity metrics. As always, please make use of the **lightning talks** and talk about anything you like: a problem that you'd like help with, a thing you've built, or a hobby you like. Doesn't have to be Django, doesn't even have to be tech! **18:30 Doors open** **19:00 Main talk by Sofia Fischer** **19:30 Lightning talks** **19:45 Get eatin'** This event is governed by the **[Berlin code of conduct](https://berlincodeofconduct.org/de/?utm_source=luma).** We want this to be a safe space for all. Any questions and concerns can always be directed towards the organizers Lara Krämer ([lara.softwareengineer@gmail.com](mailto:lara.softwareengineer@gmail.com)) and Markus Binsteiner ([markus@frkl.dev](mailto:markus@frkl.dev)) before, at and after the event. **Accessibility information:** The main entrance can be accessed via stairs or a ramp. The front door is a bit heavy and must be opened manually when closed. An elevator is available to take you up to the fifth floor. Once you reach the office door, please ring the bell; when you hear a sound, turn the handle two full turns to the right to enter, or somebody can come and open the door. If you need any assistance, feel free to reach out—we’ll do our best to accommodate you.

You know that friend you always say yes to, even though — or maybe because — you have no idea what you're getting into? That's what this is. In Bad Company is a one-hour stand-up show hosted by Sepideh Kaav, featuring 2–3 of Berlin's best comedians at one of Mitte's coolest bars, HIER WO DU STRAHLST. Expect a night of great comedy, terrible decisions, and the kind of socializing where by the end of the night we all somehow know each other a little too well. No topic is off limits. No one is fully safe. Come with friends, come with a date, come alone, honestly, especially come alone, maybe you meet your future best friend or soulmate here. 🍸 HIER WO DU STRAHLST ⏰ Thursday at 8:30 PM (CEST) Doors: 20:30 Show: 21:00 to 22:00

**Join us for our next Machine Learning in Healthcare meetup in Berlin — proudly sponsored by the QUEST Centre!** Pizza is still back! Yes, we fought for it in 2025, and we continue to do so in 2026. Come hungry. We are very happy to announce our speaker **Prof. Grégoire Montavon**, who is a Professor at Charité Universitätsmedizin Berlin at the Institute of AI in medicine (IKIM) and a Research Group Lead in the Berlin Institute for the Foundations of Learning and Data (BIFOLD). He received a Master's degree in Communication Systems from the École Polytechnique Fédérale de Lausanne in 2009 and a Ph.D. in Machine Learning from the Technische Universität Berlin in 2013. His research focuses on methods and applications of Explainable AI (XAI). A particular goal is to develop approaches that integrate well with state-of-the-art machine learning (ML) models used in medical diagnosis and research, so that these models can be verified and explored for insights. **His talk´s title is:** **Tackling Imperfect Data Environments via Robust and Explainable AI** **Abstract:** In this talk, I will present novel techniques for learning in imperfect data environments, specifically addressing challenges such as mislabeling and spurious correlations. Central to these new approaches is the design of new loss functions and Explainable AI techniques that can isolate artifact-inducing components during or after training, allowing them to be systematically removed from the final model. *** 📍 **Location:** “Atrium” conference room, 5th floor, Spreepalais, Anna-Louisa-Karsch-Straße 2, 10178 Berlin 🕕 **Doors open at 6:00 pm** — Talks start **at 7:00 pm!** * 6:00–7:00 pm — Arrival, food, and networking * 7:00 pm — Welcome by the hosts, followed by the talk + Q&A * 8:00 pm — More networking (and possibly more pizza) ⚠️ *Pro tip:* Sometimes only one of the four elevators is working! 📢 **IMPORTANT:** If you RSVP but later realize you can’t make it, *please release your spot* so others can join. *** This meetup is made possible with the kind support of the **QUEST Centre for Responsible Research at BIH**, who are providing both the venue and the delicious refreshments. We look forward to seeing you there!x

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

**Registrierung nur über Eventbrite:** [👉](https://www.meetup.com/de-DE/berlin-digital-business-network-sibb/events/313709910/?eventOrigin=group_events_list) https://www.eventbrite.de/e/1986992275384👈 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Praxisnahe Vormittagsveranstaltung mit Unternehmensbeispielen, Impulsen und Austausch ### Das Event soll Agentic AI greifbar machen, nicht als abstrakten Zukunftsbegriff, sondern über konkrete Beispiele aus der Praxis. Im Mittelpunkt steht die Frage, wie Unternehmen AI Agents heute schon sinnvoll einsetzen können, um Abläufe zu vereinfachen, produktiver zu arbeiten und neue Arbeitsweisen im Team zu ermöglichen. #### 💡 Was du bei dem Event lernst: * Agentic AI im praktischen **Unternehmenseinsatz** * **Konkrete** Business Cases und Learnings aus der Praxis * **Produktivitätssteigerung** durch AI Agents * **Automatisierung** und Unterstützung von Wissensarbeit * **Chancen**, **Grenzen** und **Voraussetzungen** für den erfolgreichen Einsatz **Ein großes Dankeschön an [INNOQ](https://www.innoq.com/en/ "https://www.innoq.com/en/") für das Sponsoring des Caterings!** **🚀 Gründer:innen aufgepasst:** Der SIBB Incubator unterstützt Startups mit Fokus auf Cybersecurity, Deep Tech und Responsible AI. Sichert euch bis zu 100.000 € equity-free Förderung, individuelles Mentoring und Zugang zum SIBB-Expertennetzwerk. Jetzt bis zum 4. Mai bewerben unter: [sibb.de/incubator](https://sibb.de/incubator "https://sibb.de/incubator") #### Agenda und Speaker im Überblick: ***1\. Krzysztof Radecki \(CTO\, DAC\.Digital\) & Josua Ziegler \(CEO\, punktum\)*** **Hört auf zu prompten, fangt an zu managen: Agente-basierte KI in großem Maßstab orchestrieren** Wir fragen uns immer wieder, wie wir KI-Agenten leistungsfähiger machen können. Aber wie sieht es damit aus, sie steuerbar zu machen? Dieser Vortrag beginnt mit einem Überblick über die Landschaft der agente-basierten KI – denn bevor man in großem Maßstab orchestrieren kann, muss man wissen, wo man tatsächlich steht und was wirklich benötigt wird. Dann wird es konkret: ein echtes Plattformprojekt, eine kühne stadtweite Vision und ein einziges LLM, das diese nicht umsetzen konnte. Die Lösung war kein besserer Prompt. Es war besseres Management – klar definierte Rollen, eindeutige Aufgabenverteilung und ein System, das weiß, wer verfügbar ist und worin die jeweiligen Stärken liegen. Die Prinzipien, die menschliche Teams in großem Maßstab funktionieren lassen? Sie gelten auch für KI. Und das verändert die Art und Weise, wie man entwickelt. ***2\. Johannes Rave \(Senior Consultant\, InnoQ\)*** **No Constrain, No Gain** *Struktur für den Agent, Klarheit für den Menschen, Flexibilität für das Unternehmen* KI-Codierungsagenten sind bemerkenswert gut darin, Code zu erstellen. Ob dieser Code jedoch die tatsächlichen Anforderungen des Unternehmens widerspiegelt – und ob er auch sechs Monate später noch sinnvoll ist –, ist eine ganz andere Frage. Die Versuchung ist groß, dies als ein Problem der Eingabeaufforderung zu betrachten – dem Agenten mehr Kontext, bessere Anweisungen und klarere Ziele zu geben. Ein oft übersehener Hebel ist die Beachtung der Architektur. Wenn die Domänenlogik ihren eigenen, klar abgegrenzten Platz hat, getrennt von der technischen Infrastruktur um sie herum, geschieht etwas Interessantes: Der Agent bleibt fokussiert, der Mensch kann tatsächlich prüfen, was wichtig ist, und das Ganze bleibt offen für Änderungen, ohne dass eine Neuprogrammierung erforderlich ist. Dieser Vortrag stellt einen Ansatz vor, wie man dorthin gelangt – und wie einige gut platzierte Einschränkungen Ihnen Freiheit verschaffen können. ***3\. Julian Kling \(Data Analytics Consultant\, Infomotion\)*** **Beyond OCR: Intelligent Document Processing with LLMs & Agents** Zwei Jahrzehnte lang bedeutete Dokumentenverarbeitung OCR in Verbindung mit Vorlagen – anfällige Abläufe, die immer dann ins Stocken gerieten, wenn ein Anbieter sein Layout änderte. Große Sprachmodelle (LLMs) und agentische Architekturen schreiben dieses Drehbuch gerade neu. In diesem Vortrag wird anhand realer Kundenanwendungsfälle aus den Bereichen Rechnungswesen, Zeiterfassung und Testberichte erläutert, wie ein moderner Stack für intelligente Dokumentenverarbeitung tatsächlich aussieht. #### 🎯 Für wen ist das Event gedacht: * Unternehmen, die sich mit dem **praktischen Einsatz von KI** beschäftigen * **Innovations**\- und **Digitalverantwortliche** * **Produkt**\- und **Tech**-Teams * **Startups** und **Gründungsteams** im AI-Umfeld * alle die mehr über die Bereichen **Cybersecurity** und **Trustworthy AI** lernen wollen \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Registrierung nur über Eventbrite:** [👉](https://www.meetup.com/de-DE/berlin-digital-business-network-sibb/events/313709910/?eventOrigin=group_events_list) https://www.eventbrite.de/e/1986992275384👈

**⚠️ IMPORTANT: REGISTRATION MANDATORY ⚠️** Registration on **Luma** is **REQUIRED** to attend this event. **Link: https://luma.com/q57evozo?utm_source=meetup** Your registration is subject to host approval. You must complete the registration process on lu.ma to receive the full event location details and confirmation of your attendance. **Please note: Without approved registration on Luma, you will NOT be able to access the event location or attend.** We are excited to host a **BLISS x dida** workshop featuring **Elias Trommer** from **Infineon**, who will guide us through an interactive session on Embedded AI. ​​​ **Title:** Deep Learning Models on 5€ microcontrollers 📅 **Date:** 29.04.2026 🕕 **Time:** 18:00 📍 **Location:** TU Berlin Marchstrasse 23 [Room 0.011] ​​​The session will last around 2 hours, followed by a networking session with **dida** and fellow AI enthusiasts (and free pizza!🍕). Bring your laptop! *** ​**Abstract**: In this workshop, we will discuss the unique challenges (and solutions) faced when deploying Deep Learning models to embedded microcontrollers. These tiny devices are increasingly capable of running models, even for relatively complex use cases, but come without many of the comforts of a classic computer. When deploying a model to a microcontroller, a much deeper understanding of the physical hardware and good knowledge of the various optimization paths that help reduce the resource consumption of an application is needed. We aim to shed some light on how to deploy models to these cheap, ubiquitous and sometimes surprisingly capable little pieces of hardware. ​**In this session, we will cover:** * ​Important differences between a desktop/server and a bare-metal embedded system * ​Quantization for model compression * ​Anatomy of an Embedded Application * ​Embedded ML Inference Engines and how to run them * ​Deploying a model step by step ​**Who is this event for?** This session is targeted at anyone with basic ML knowledge. Experience with C and embedded systems is probably helpful, but not required. We will cover the most important aspects as part of the workshop. **⚡ FINAL REMINDER ⚡** **You MUST register and be approved on Luma to attend. The event location will only be visible after your registration is confirmed by the host. Link: https://luma.com/q57evozo?utm_source=meetup** *** We are **BLISS e.V.**, Berlin’s AI community connecting like-minded individuals passionate about machine learning and data science. Our **BLISS Workshops** connect **students and young professionals with industry partners**, offering an inside look into **how machine learning is applied in real-world settings** \- from research and development to deployment\. ​We are **dida**, scientific engineers who believe that **reliable AI** should not be a **"black box".** That is why we prioritize transparency, mathematics, and code over hype. By **bridging the gap between theoretical research and production**, we develop custom white-box AI solutions that are fully explainable, rigorously engineered, and free of "magic". ​​​dida Website: [https://dida.do](https://dida.do/?utm_source=luma) ​​dida Youtube: [https://www.youtube.com/@dida-do](https://www.youtube.com/@dida-do?utm_source=luma) ​​​BLISS Website:[ https://bliss.berlin](https://bliss.berlin/?utm_source=luma) ​​​BLISS Youtube:[ https://www.youtube.com/@bliss.ev.berlin](https://www.youtube.com/@bliss.ev.berlin?utm_source=luma)

**⭐ DOORS OPEN AT 19:30. PLEASE ARRIVE BEFORE 8PM! ⭐** The Creative Code Stammtisch is a casual show-and-tell for artists, makers, designers, coders, performers, learners and anyone interested in the use of computing skills for artistic expression. The event is free and open to all, regardless of age, origin, gender or experience. Beginners and first-timers should feel especially welcome! You don't have to be a coder yourself 😃 HOW TO FIND US? Find Prachtsaal Studio by crossing the courtyard next to Cafe Augusta on Jonasstr. 22, 12053 Berlin. WHAT SHOULD I EXPECT? We start with quick introductions, then open the floor to anyone who wants to present something. There are usually around six 10-minute slots available, plus time for questions from the audience. First-timers are encouraged to share their work. Topics range from net art to computational design and interactive installations all the way to wearable electronics or generative poetry. If you’re wondering whether your own project might fit, take a look at the [Stammtisch archive](https://creativecodeberlin.github.io/Stammtisch/) to see what others have shared in the past. This event is *not* just for coders! New-media artists and anyone working with technology in their art are very welcome to share. If you enjoy art and/or technology, you’ll likely have a great time, and maybe even learn something new! BEGINNERS WELCOME! If you’re new to creative coding, you can find beginner-friendly resources at [creativecode.berlin/learn](https://creativecode.berlin/learn). THIS IS YOUR SPACE We do our best to create a welcoming environment for all people regardless of race, ethnicity, color, religion, gender identity, sexual orientation, national origin, age, disability, or genetics. People from group generally underrepresented in open-source, art, and technology fields are warmly encouraged to come by. And if you know someone who might enjoy this meetup but isn’t sure it’s for them, let them know they’ll be welcome! SAFE SPACE POLICY We support the Berlin Code of Conduct: [berlincodeofconduct.org](http://berlincodeofconduct.org/) Please read and make sure you agree with its content. ACCESSIBILITY Prachtsaal Studio is located on an easy to access ground floor. We're very sorry to say that the bathrooms are not wheelchair accessible yet. DO I NEED TO SPEAK GERMAN? We speak mostly English so international guests are more than welcome! Our team also speaks French, Italian, Spanish, Dutch, Finnish and German... though language availability may vary depending on which organizers are present :) CONTACT Raphaël de Courville team@creativecode.berlin +49 (0) 176 70070572 or get in touch via [creativecode.berlin](https://creativecode.berlin/) *** The featured artwork of the month is by @ojelibalon. We'd love to feature your work on the cover for the next Stammtisch! Please send an image at team@creativecode.berlin

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

We connect you with up to 30 Men or Women tennis partners close to your PLAYING REGION and skill level. This program is less competitive, no champions crowned, no league standings just dedicated tennis partners who want to meet up with you on the courts. Players will meet up to play a tennis match or just to hit around. Just go through the [Join Page](https://www.tenniscolumbus.com/partner-program) to enter this program. [https://www.tenniscolumbus.com/partner-program](https://www.tenniscolumbus.com/partner-program)

When judging morality, should we prioritize **intentions/duty** or **outcomes/results**? It introduces two influential philosophers as representatives of these approaches. * **Immanuel Kant (deontology):** An action is moral when it is done from **duty** and follows rational, universal principles (the **categorical imperative**). Certain acts—like lying—are wrong regardless of the consequences; you can’t do a wrong thing for a right reason. * **John Stuart Mill (utilitarian consequentialism):** The morality of an action is determined by its **effects**, specifically how much **happiness/well-being** it produces. Mill argues that some pleasures are “higher” than others, and that good intentions don’t redeem harmful outcomes. ## Discussion Questions 1. **The lying dilemma:** A murderer comes to your door and asks if your friend is hiding inside. Kant would say you must not lie. 2. **Can good intentions rescue a bad outcome?** 3. **The organ harvest problem:** A surgeon has five patients dying of organ failure and one healthy patient in for a checkup. Killing the one to harvest organs would save five lives, and the math works out for the utilitarian. Why does this feel so deeply wrong? Is that feeling a point in Kant's favor, or just a bias we should overcome? 4. **Do rules need exceptions?** Kant insists moral rules must be universal, with no exceptions. But most of us can imagine extreme scenarios where any rule seems like it should bend. Does the need for exceptions fatally undermine deontology, or is the strength of the system precisely that it refuses to bend? 5. **Who gets to calculate the consequences?** Utilitarianism asks us to maximize good outcomes, but we're notoriously bad at predicting consequences. If we can't reliably know the results of our actions, is it practical to base our entire moral system on outcomes? Does this uncertainty push us back toward rules and principles? 6. **Everyday morality:** Think about a real moral decision you've made recently, even a small one. Did you reason more like a Kantian (what's the right thing to do in principle?) or more like a utilitarian (what will produce the best result?)? Do most people naturally lean one way? 7. **Justice vs. the greater good:** A town can prevent a deadly plague by sacrificing one innocent person. The greater good is clearly served. But is it just? Can an action be morally right and deeply unjust at the same time? 8. **The big synthesis question:** Are these two systems actually opposed, or do they often arrive at the same answers by different paths? Is it possible that we need both: rules to guide us in the moment and consequences to evaluate systems and policies over time?

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

**How to take control of your subconscious and harness its power!** Join us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You’ll gain insights into: ✅ The true definition of the subconscious ✅ How it generates unwanted emotions ✅ Its real purpose and function ✅ What determines the pressure it exerts on you And the most important topic: **How do you take control of your subconscious!** But this isn’t just another lecture where you sit and listen passively. It’s interactive and engaging—you can ask questions at any time. 📅 Reserve your spot now! Seats are limited, so don’t wait too long to sign up. Location: 1266 Dublin Rd, Columbus, OH 43215 Hosted by the Hubbard Dianetics Foundation

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow