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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 Main entrance is on the west-side of the building (towards Uber Arena). Participants should register at the Helpdesk, and will be picked up from there. \*\*\* 📝 **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)

**Nebius.Build/BER** is a technical in-person event for engineers, architects, founders, and developers building, deploying, and scaling AI systems in production. The program features talks from Nebius and partners including Anyscale and Tavily, with practical insights into distributed training, running open-source models in production, inference scaling, and operating reliable AI workloads at scale. It also includes a hands-on workshop where participants can deploy their own model and connect it to a working inference pipeline. **Why attend?** Expect technical sessions instead of marketing, real architecture learnings from production environments, and direct exchange with engineers on site. **Agenda** 12:00–13:00 Registration and lunch 13:00–13:15 Opening remarks 13:15–13:45 Talk: Reliable clusters for large-scale distributed training 13:45–14:30 Talk: Making open models reliable at scale 14:30–15:00 Coffee break 15:00–15:25 Breakout sessions: Anyscale talk or OpenClaw workshop 15:25–15:50 Agentic Search / workshop continuation 15:50–16:05 Keynote 16:05–16:20 Fireside chat 16:20–16:30 Closing remarks From 16:30 Networking and help bar This event is ideal for ML infrastructure engineers, AI/ML platform engineers, architects, technical founders, and developers working on scalable AI systems. **Register here:** https://nebius.com/events/nebius-build-berlin **DISCLAIMER:** This is a third-party event announcement. We are not responsible for it and are only promoting it. If you would also like to feature your event here, please contact us.

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!

(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.

✨ Let the lively discussions continue! ✨ **Join us for our 7th OKR Meetup!** We’re excited to welcome you to TAM Akademie, an inspiring location that perfectly matches what our community stands for: fresh thinking, experimentation, and meaningful exchange. 🚀 This time, we’re diving into: **“Beyond the OKR Playbook: 3 Challenges and How We Cracked Them at the TAM Akademie”** OKRs look great on paper - but in practice, they often create confusion, friction or unrealistic expectations when applied too rigidly. In this session, we’ll share insights from 4 years of working with OKRs at TAM: the myths, mistakes and tensions we’ve seen - and what actually helped. Together, we’ll explore three common OKR beliefs, challenge some “golden rules” and discuss when it makes sense to adapt the framework instead of following the textbook. Expect practical input, honest lessons learned and an open exchange with fellow practitioners. 🗓️ Agenda: 18:30 – 19:00: Arrival and Registration 19:00 – 19:15: Welcome & Opening Remarks 19:15 – 20:30: Interactive Session: Beyond the OKR Playbook: 3 Challenges and How We Cracked Them 20:30 – 21:30: Networking ⏰ Doors Open: 18:30 📍 Location: TAM Academy, [Hagelberger Str. 53/54, 10965 Berlin](https://www.google.com/maps/place//data=!4m2!3m1!1s0x47a84e4ee9d03035:0x3c19998b440eca7d?sa=X&ved=1t:8290&ictx=111) **Important:** Please register with your full name for smooth check-in. Photos will be taken during the event. This time we don´t have a sponsor for drinks so we are asking a minimal fee to ensure a comfortable event for everyone. If this is a barrier, feel free to reach out, we’ll find a solution together. 🚫 **No sales, no pitches, no hidden agendas:** Just honest conversations, shared learnings and real connection. See you soon, Vivien & Maxi

Are you keeping up with how fast AI is changing the way we work? We are in the midst of understanding how AI is reshaping our roles, workflows, and what is possible in product development. The pace of change is rapid, and many managers are actively experimenting and learning as they go. We’ve invited two experienced product practitioners to share their hands on experience and learnings: **Daniel** will focus on how AI can be used to increase personal leverage and productivity as a product manager. **Ruslan** will share his experience with turning AI prototypes and real products. This event is designed for hands-on product managers and product builders who want to improve their workflows and rethink how products are built within their organizations. **Agenda** 18:15 – Doors open for snacks, drinks, and networking 19:00 – Welcome from ProductTank Berlin 19:10 – Demystifying AI: A Productivity Playbook for Product Managers, Daniel Zherenkov 19:40 – Building with AI: How Smart Prototypes Become Real Products, Ruslan Vorobev 20:10 – Networking 21:30 – Event ends **Please note:** * **Please bring your IDs as you’ll need it when entering the venue.** * The event is RSVP only: to enter, you must RSVP here on Meetup. * We'd like to capture the event with photographs for promotional purposes, such as sharing on LinkedIn after the event. If you have any concerns or preferences regarding this, please feel free to let us know beforehand. **Demystifying AI: A Productivity Playbook for Product Managers, Daniel Zherenkov** To harness the power of AI, you first need to understand it. Join this session to strip away the FONO tropes from LinkedIn and understand the reality of today's AI capabilities. We will explore practical frameworks for integrating AI into the product management daily life, empowering you to make better decisions, streamline workflows, and build superior products. About the speaker: Daniel, ML/AI Product Manager at Delivery Hero with 8+ years of experience in creating ML and AI products, will explain what AI actually is and how to squeeze the maximum efficiency from it based on the real examples that could be reproduced by anyone. **Building with AI: How Smart Prototypes Become Real Products, Ruslan Vorobev** The talk looks at how AI can turn quick prototypes into real, valuable products. Ruslan shares practical lessons from using tools like Lovable, GPT, and internal automations to move from idea validation to production-ready solutions. The focus is on finding where AI truly adds value, whether through lightweight assistants or deeper integrations, and where it’s better left out. About the speaker: Ruslan Vorobev is Head of Product with a strong focus on innovation and AI-driven solutions. He has overseen product and business development across sustainability, circular economy, and manufacturing domains, helping scale digital products from early prototypes to market-ready solutions. His work combines hands-on experimentation with practical automation to turn ideas into tangible impact.

Important: Register on the [AICamp event website](https://bit.ly/4tOpZvw) is required for admission. Join Nebius, Anyscale and Tavily for deep dives into deploying, scaling, and operating AI systems in production. 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. Why Attend: ✔ Learn from engineers running production systems on inference scaling, latency optimization, reliability ✔ Hear real architecture breakdowns and implementation details from teams deploying AI at scale ✔ Go deep on infrastructure and performance ✔ Hands-on technical sessions focused on real deployment scenarios **Agenda:** \* 12:00pm\~1:00pm: Check-in and Lunch \* 1:00pm\~2:30pm: Tech talks and Q&A \* 2:30pm\~3:00pm: Coffee break \* 3:00pm\~4:00pm: Hands-on labs \* 4:00pm\~4:30pm: Wrap up and closing remarks \* 4:30pm: Happy hour **Who Should Attend:** * ML infrastructure engineers * AI / ML platform engineers * Principal engineers and architects * Technical startup founders and CTOs * Developers building or scaling AI systems

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.

**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

**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👈

If you are in Kyiv next week and want to analyse and improve your investment approach, please register here: https://luma.com/78944dx4

We are excited to announce our next meetup, which will again be hosted at the beautiful [HubSpot](https://www.linkedin.com/feed/#) Berlin offices. Get ready for rooftop views, snacks, drinks and plenty of opportunities to learn and share. Agenda: • 18:30 – 19:00: **Arrival and Registration** • 19:00 – 19:15: **Welcome & Opening Remarks** • 19:15 – 19:45: **Impulse talk** on "Challenges of measuring ROI in AI projects" from Stefan Kiefer, VP Customer Experience at Octonomy AI • 19:45 – 20:30: **Panel Discussion** with **Dr. Katharina Prohl-Schwenke**, author of "Customer Success Management" (Springer Professional) & Co-Founder of the CustomerSuccess Academy, **Julian Janecke**, Head of Customer Success at nilo and **Stefan Kiefer**, VP Customer Experience at Octonomy AI. • 20:30 – 21:00: **Networking** A heartfelt thank you to our friends at **HubSpot** for providing the location & Drinks. Food will be provided by **addressable value**. Expect an exciting and engaged discussion and feel free to bring questions of your own.

**The AWS Women’s User Group Berlin** is delighted to invite you to our upcoming meetup sponsored by Public Cloud Group focused on **Cloud Governance and AI Security**. Join us for an evening focused on building compliant cloud platforms and securing modern AI workloads. Whether you're dealing with highly regulated workloads in your organization or looking to stay ahead of the curve in AI Security, this session will equip you with practical knowledge and innovative approaches. **Speaker Info** **Keynote Talk** **Speaker: Shabnam Motamedirad** **Position:** Solutions Architect, Public Cloud Group **Talk Title: Governance First: Building a Compliant AWS Multi-Account Setup** **Abstract:** Highly regulated industries face strict requirements around security, governance, compliance, and auditability, yet they still need the agility and scalability of the cloud. In this talk, we will walk through how to design and implement a secure AWS Landing Zone tailored for regulated environments using AWS Control Tower as a foundation. **You’ll learn:** * What defines a highly regulated environment and the common compliance challenges in cloud adoption * The core concepts of an AWS Landing Zone and why it’s the foundation of a secure multi-account strategy * How AWS Control Tower helps establish governance, security guardrails, and account provisioning * How and when to customize Control Tower to meet advanced regulatory or organizational needs **AI Security Talk** **Speaker: Nensi Hakobjanyan** **Position:** Solutions Architect, AWS **Talk Title: Securing AI Workloads on AWS: Defense-in-Depth for the Age of Generative AI** **Abstract:** From classic ML to generative AI and autonomous agents, every layer of the AI stack introduces new security challenges. But do we need to reinvent the wheel? In this session, we explore how traditional security principles like identity, data protection, threat detection, and governance apply to AI workloads using native AWS services, and where they need to adapt for AI's unique risks. This session is perfectly suited for everyone looking to build AI that's powerful and secure by design. 🗓️ **Event Details:** \- Date: Wednesday\, April 29th \- Venue: Amazon Office EDGE East Side Tower [address](https://maps.app.goo.gl/41rxVNQbBNmwLdWE8) \- Time: 06:00 PM \- 9:00 PM Doors open at 6:00 PM Food & drinks will be provided. 📋 **Program Schedule:** 18:00 - Registration and Welcome Networking 18:20 - AWS Women's User Group Welcome 18:30 - "Governance First: Building a Compliant AWS Multi-Account Setup" Speaker: Shabnam Motamedirad, Solutions Architect, Public Cloud Group Explore how regulated organizations can safely adopt the cloud with a secure AWS Landing Zone powered by AWS Control Tower. 19:15 - 19:30 Break 19:30 - "Securing AI Workloads on AWS: Defense-in-Depth for the Age of Generative AI" Speaker: Nensi Hakobjanyan, Solutions Architect, AWS Discover practical approaches to building AI that is powerful, scalable, and secure by design on AWS. 20:10 - Q&A and closing remarks 20:15 - 21:00 Networking, food & drinks 🎟️ **RSVP** Don't miss this excellent opportunity to connect with Shabnam, Nensi, the AWS WUG Team and a thriving community of cloud enthusiasts and professionals. Secure your spot by RSVPing now! Seats are limited! Please note that this user group is specifically for WOMEN and FLINTA\* (female, lesbian, inter, trans\*, non-binary, and agender) only. We kindly ask you to respect the space we are creating and invite you to explore the AWS User Group Berlin for more events. \*\*\*\*\*\* 🚨Attention🚨 This meetup is hosted at Amazon Offices and attendees must be registered to go through building security. Make sure you bring an ID card with you, and you register the event with a valid name that matches to your ID. Media and Consent: We inform all attendees that photographs and videos will be taken during the meetup and will only be used by the event organizers for documentation and promotional purposes. By RSVPing to this event you are consenting to our media policy. Please let the organizers know if you do not want to be in the pictures/videos. Thank you very much for your cooperation! \*\* The AWS Women’s User Group is the very first official women-centric AWS User Group in DACH and EMEA. This group serves as a secure and supportive platform for women and FLINTA\* who want to share their AWS knowledge, passion for cloud computing and advance their career through targeted learning opportunities. Code of Conduct: At the AWS Women's User Group in Berlin, we have a strong and unequivocal code of conduct in place to create a safe and empowering environment for all.

AI is rapidly changing how work gets done. Tasks that used to require experience, facilitation, or coordination can now be supported, or even replaced, by tools. So what does that mean for roles like Scrum Master or Agile Coach? * Will these roles disappear? * Will they evolve? * Or are we asking the wrong question entirely? This meetup is not a talk. It’s a **fishbowl discussion**. An interactive format where you can actively shape the conversation. 🧠 **What we’ll explore** Together, we’ll dive into questions like: * Which parts of our roles are already being automated? * Where do Agile Coaches struggle to create real impact today? * What skills might become obsolete? * What new capabilities might become critical? 🎤 **Format** * Short framing to set the stage * You bring your questions and perspectives * We collect key topics from everyone * Open fishbowl discussion (5 chairs, dynamic participation) * Moderated by Robert Briese, CEO Lean Sherpas GmbH You can jump in, leave your seat, and contribute at any time. 👥 **Who this is for** * Scrum Masters & Agile Coaches * People working in or transitioning into agile roles * Anyone questioning the future of their role 💡 **Why join** Most AI discussions stay at the level of tools or fear. This session is about **making sense of what it actually means for you**. Btw: This meetup is part of a 3-part series leading up to a special event with the author of *10xOrg* in June.

You have heard about AI. You know it can benefit your business. \- Can it save you time? \- Respond to customers faster? \- Allow you to take extra profits? Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals. Free. No hype. Just discussing how AI can be implemented in your small business. Location will be around Gahanna. TBD

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!

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.

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!.

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

**A Transformative Half-Day Event** Welcome to Confidence Lab, the ultimate experience designed to help you step into your most confident self. This half-day event is packed with actionable strategies, inspiring sessions, and opportunities to connect with like-minded individuals who are ready to invest in their personal and professional growth. Whether you’re looking to advance in your career, deepen your self-belief, or simply embrace new challenges, Confidence Lab is your starting point. **What You’ll Experience** **Your Confidence Lab ticket includes:** * **Engaging Speaker Sessions**: Learn from experts about harnessing confidence in your career, relationships, and everyday life. * **Interactive Experiences:** Participate in dynamic activities designed to help you step into your most confident self. * **In-Depth Audience Q&A:** Get direct insights from speakers as they answer your most pressing questions about building confidence and stepping into leadership. * **Networking Opportunities**: Connect with a supportive community of professionals and confidence enthusiasts. **2026 Speaker Sessions:** * **Seeing Clearly** Understand how you show up - and what’s been getting in the way. * **Confidence in Relationship** Communicate, navigate conflict, and build trust more effectively. * **Sustainable Agency** Learn how to lead without burning out. Your energy is part of the strategy. * **Confidence in Service** Align how you show up with the impact you actually want to have. **This Is For You If…** * You’re ready to take up more space in your work or life * You want to communicate with clarity and confidence * You’re stepping into (or preparing for) leadership * You’re done second-guessing yourself **Our Speakers** **Lachandra Baker** Founder of LBB Edutainment and the kind of person who makes you realize you’ve been confusing confidence with performance your whole life. Lachandra blends psychology, research, and radical humanity to help individuals and teams stop code-switching their way through the day and start showing up as someone they actually recognize. Expect to be challenged, affirmed, and genuinely seen - sometimes all in the same breath. **Annette Santiago Reyes** Annette has a rare talent: she makes the way you communicate feel like a discovery, not a critique. A connection catalyst and culture strategist, she helps people understand why they show up the way they do, and how to bridge the gap between intention and impact. Whether you're navigating change, life’s challenges, or simply trying to better understand yourself and others. Annette gives you the language and the lens to get there. **Elizabeth Wangugi** Creator of The Nap Concert and the RESTOR™ framework, Elizabeth is here to tell you that rest is not a reward - it’s a strategy. Rooted in neuroscience and restorative practice, her work helps high-achievers stop running on fumes and start leading from a place of actual capacity. If your calendar is full and your tank is empty, Elizabeth might be the most important person you hear from at Confidence Lab. **Stephanie Andrews** Founder of Social Black Butterfly Training & Consulting, Stephanie knows what it takes to lead through complexity because she’s done it across social services, healthcare, and operations. She specializes in succession strategy and leadership development, equipping leaders to build trust, navigate the hard moments, and leave something worth inheriting. Stephanie doesn’t just develop leaders. She develops the kind of leaders people actually want to follow. **Lillian Morales-Laster** SVP Human Resources Director at United Midwest Savings Bank and Executive Director of the Empowering Latinas Leadership Academy (ELLA). Lillian has spent her career combining her passion for equity and inclusion with her experience in human resources to lead teams and organizations in the development of supportive work environments. She leads with a vision of ensuring Latinas' voices are included in crucial decision-making processes, because for Lillian, ELLA is more than just a program. It's a vibrant community of hermanas supporting and uplifting each other as they navigate their paths to leadership. A Columbus Business First Community Champion and Distinguished Hispanic Ohioan, her commitment to empowering others shows up everywhere she goes. **Rachyl Kershaw** Founder of Greater Columbus Consulting and the architect behind the Confidence Lab Annual Summit, Rachyl has a gift for cutting through the noise, helping high-achievers stop performing success and start living it. She asks the questions most people are afraid to, creates space for honest reckoning, and somehow makes the hard work feel energizing. If you’ve ever wondered why doing everything right still feels like something’s missing, you’re in exactly the right room. **Why Confidence Lab?** Confidence is the foundation for success in every area of life. Whether you’re navigating a career change, launching a business, or striving for personal growth, building your confidence is the key to unlocking your higher purpose. This is your chance to invest in yourself and start living boldly. **Join Us on May 4** Confidence Lab is more than just an event - it’s a movement. Step into your power, embrace your potential, and make this the year you thrive. Secure your spot today and take the first step toward a more confident YOU. Cost should never be a barrier to growth. If you'd like to request a complimentary community ticket, reach out to us at [hello@confidencelab.org](hello@confidencelab.org), no explanation needed. Read more and see additional ticketing options at [https://confidencelab.org/](https://confidencelab.org/)