Asset Management

**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

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.

Join us for the LFDT Berlin Monthly Meetup, a relaxed gathering for those involved in or curious about Linux Foundation Decentralized Trust (LFDT). This is a space for open discussions, knowledge sharing, and networking among professionals working on decentralized technologies. Each month, we come together to share projects, discuss challenges, and exchange ideas on navigating the LFDT ecosystem. Whether you're looking for insights, solutions, or just good company, you'll find a supportive community eager to collaborate and help. There’s no formal agenda—just organic discussions on the latest developments, real-world applications, and ways to make decentralized trust more impactful. Whether you’re an industry expert or just starting out, you’re welcome to join us, contribute, or just listen in. Come grab a drink, meet like-minded people, and let’s build the future of decentralized trust together!

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)

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!

Ok everybody, it's 2026, and after taking a break for the holidays, games are starting up again as usual. We'll meet, have a beer, and play a round of cards against humanity. Laughs will be had, groans will be groaned, beer will go down the hatch. This event is public, and prior experience with the game is not required. You are not required to drink alcohol, but please note that we are crashing a bar (cash only), so a beverage purchase or two is appropriate and necessary for us to maintain their goodwill. See you there!

We are back in the c-base! Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine! Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs. There are drinks usually available from the c-base bar. If you can't find us. just ask around or ask in irc (#krebs on hackint)

Join us for an upcoming in-person Lean Coffee meetup. Lean Coffee is a lightly-structured meeting format where the attendees create the agenda. Bring your management challenges; whether you're managing people, products, processes or beyond, and solve them together with peers from a diverse set of backgrounds. This event is great for anybody trying to create better ways of working and wants to share with + learn from others trying to do the same.

Liebe Meetup-Community, schön, dass du hier bist. Suchst du gerade nach einem neuen Funken für dein Leben? Pass auf: Diese Veranstaltung wird dich vielleicht nicht nur unterhalten und inspirieren – sie könnte deine Sicht auf die Dinge (und damit dein Leben) grundlegend verändern. Wenn du bereit bist, lies weiter. **Findest du dich in einer der folgenden Situationen wieder?** * **Frust trotz Erfolg:** Du (und vielleicht dein Partner) hast eigentlich alles „richtig“ gemacht – Studium, Karriere, gutes Gehalt. Aber durch die Inflation und steigende Kosten fühlt es sich nicht mehr selbstverständlich an, eine hohe Lebensqualität zu führen (beim Einkaufen, beim Urlaub buchen oder beim Eigenheimkauf). Hinzu kommen Bedenken über die Altersvorsorge aufgrund des aktuellen Rentensystems. * **Was nun nach den ersten Schritten?** Du hast dich schon an Aktien, ETFs, Krypto, Immobilien usw. herangetraut, aber der Weg zu deinem Traumleben sieht noch unendlich weit oder ungreifbar aus. * **„Selbst“ und „ständig“:** Du hast den Schritt in die Selbstständigkeit gewagt, fühlst dich aber gestresst – sei es wegen der Finanzen, dem Zeitmangel für dich und deine Familie oder beidem. **Stell dir vor, du gehst nach diesem Abend so nach Hause:** * **Antrieb:** Du erkennst, dass dein eigentlicher Traum, den du vor Jahren in die Ecke geschoben hast, doch möglich ist. * **Klarheit:** Du weißt jetzt, was dein nächster Schritt ist – und du hast richtig Lust, ihn zu gehen! * **Freude:** Du stehst am nächsten Tag nicht mehr aus Pflichtgefühl auf, sondern aus echter Freude. **Was wir machen:** Wir treffen uns in lockerer Runde und spielen das **[Cashflow-Spiel von Robert Kiyosaki](https://en.wikipedia.org/wiki/Cashflow_101)**. Keine Theorie, sondern Spiel bzw. Simulation pur. Wir probieren auf dem Brett Sachen aus, die man im echten Leben vielleicht gar nicht sieht oder sich nicht traut – und lernen dabei extrem viel über unser eigenes Geldverhalten. Wir lachen viel, tauschen uns ehrlich aus und kommen als Gruppe weiter. **Der Plan:** * **18:30 Uhr:** Ankommen, Drink schnappen, kurz quatschen. * **19:00 Uhr:** Spielstart (ca. 90 Min.). * **Danach:** Offene Runde. Wir reden Tacheles – über Aktien, Krypto, Immobilien und deine persönlichen Erfahrungen. Steig ein – spielerisch, ehrlich und vielleicht ist das hier der Startschuss für dein neues Leben. Beste Grüße und bis dann, Shuying ========================================== **Wer wir sind:** Wir sind eine vielfältige Gruppe von Menschen, die entdeckt haben, dass strategisches Aktienhandeln für jeden zugänglich ist. Unser Ziel ist es, unsere gemeinsame Erfahrung zu teilen und Anfänger im Aktienhandel zu inspirieren, sich sinnvoll und emotionsfrei zu investieren. Wir glauben fest an das Konzept des gegenseitigen Lernens – indem wir dir helfen, lernen auch wir von dir, und schaffen so eine Win-Win-Situation für alle. **Was wir glauben:** * Erfolgreiches Aktienhandeln ist keine exklusive Domäne für Finanzexperten. * Das Verstehen von Aktien und das Treffen informierter Anlageentscheidungen ist für jeden erreichbar. * Du benötigst keinen Abschluss in Betriebswirtschaft, um die Prinzipien der Wertanlage zu verstehen. * Technische Aktienanalyse ist nicht nur für Finanzprofis gedacht; es ist eine Fähigkeit, die du erlernen kannst. **Über die Gründerin dieser Meetup Gruppe:** Shuying hat Mitte 2023 selbst ihren Weg zur Anlegerin gefunden – von der Frustration und Überforderung zur begeisterten Aktieninvestorin, nachdem sie die Grundlagen der Chartanalyse gelernt hatte. Inspiriert durch diese Erfahrung gründete sie diese Meetup-Gruppe, um andere auf ihrem Weg zu mehr Selbstvertrauen, Klarheit und finanzieller Freiheit zu unterstützen.

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.

We're thrilled to welcome you to the Berlin Ethereum Meetups! Join us as we explore technical and non-technical topics and new ideas, collaborate on projects, and connect and grow our community! Our meetups are open to all - from those new to Ethereum to long-standing community members and developers. 🗓️ **Agenda** *(subject to change)* 🕕 6:30 - 6:45 pm - Arrivals 🕡 6:45 - 7:00 pm - Ecosystem & Community Updates by Eniko (Ethereum Foundation) 🕡 7:00 - 7:20 pm - Building a Truly Trustless Ethereum Wallet for Android by Dirk Jäckel (independent developer) *Every Ethereum wallet you've ever used secretly trusts a server, and they all silently query centralized RPC providers. This talk presents a different approach: an Android wallet library that eliminates the RPC dependency entirely.* 🕖 7:20 pm - 9:00 pm - Open discussions and community networking 👩‍💻 Full Node is also excited to offer free coworking for all event attendees on the day of the meetup, starting from 9:00am. Feel free to come by Glogauer Str. 6 early and get some work done! Berlin is one of the most vibrant hubs for Ethereum builders, researchers, and advocates of privacy, decentralization, and open-source technology. Whether you’re here to learn, contribute, or simply connect, join us as we continue building the next chapter of Ethereum in Berlin. The talks will be recorded and uploaded to our [Youtube channel](https://www.youtube.com/@ethereumberlin). Subscribe to stay up to date! Apply to speak at our future meetups: [Speaker Application](https://forms.gle/5y9Y5ywZC7pSEqpV9)! The event is sponsored by [Gnosis](https://www.gnosis.io/). To learn more about Ethereum, go to [ethereum.org](http://ethereum.org/) (content available in many different languages).

**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.

This week we are discussing **Deborah Levy:** August Blue. We look forward to seeing you! If you have book suggestions, would like to vote on our next reads, or join us for additional activities, please ask someone at the meeting to add you to our WhatsApp group. Just a heads up: **The cafe only accepts card payments for amounts over €10**, so you may want to bring some cash for smaller orders. **Also, if you're unable to attend, please update your RSVP so that someone from the waiting list can take your spot.**

**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

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

Start your week the right way with Manic Mondays. Giving you an enjoyable Bachata lesson with a push of cool moves. The second hour has Beginner/Intermediate Salsa on 1. You must understand basic Salsa skills to participate. 730pm-830pm Bachata Cool Moves 830pm-930pm Salsa On 1 (Beginner/Intermediate) $15 for One Class $20 for Both Free Parking & Plenty of Dance Space.

**Welcome to the Women’s Columbus Bogleheads® Sub-Group** This sub-group is for **women who want to learn and discuss finances in a safe, supportive space**. For those interested in moving towards financial independence and retirement by learning investment basics, choosing your 401(k) investments, minimizing taxes, and more. We’re a local chapter of **Bogleheads®**, following a long-term, practical investment philosophy: [Investment Philosophy](https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy): https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy [Bogleheads Forum](https://www.bogleheads.org/index.php): https://www.bogleheads.org/index.php No question is too small, and no experience is too simple. Share, ask, and learn — at your own pace, without judgment, in a group of like-minded women. Let’s build confidence and knowledge **together**!

**Session 01 - Lightroom Classic Fundamentals and Catalog Management** **Session 02 - Lightroom Classic Library Module Part 01** **Session 03 - Lightroom Classic Library Module Part 02** **Session 04 - Lightroom Classic Develop Module Part 01** **Session 05 - Lightroom Classic Develop Module Part 02** **Session 06 - Lightroom Classic Export Operations** **Session 07 - Lightroom Classic Print, Book, and Slide Modules** **Session 08 - Lightroom Classic Troubleshooting and Optimizing**

(Note: RSVPing here on meetup does NOT reserve your seat. To do that, you’ll need to register at our website, [HERE](https://www.coreerocks.com/Events.aspx?ID=2026-Central-Ohio-Real-Estate-Investing-Expo-14-5-5-2026).) We’re serious about helping you succeed in real estate. That means not just teaching you—but putting you in the room with the people who help you get deals done. Every deal depends on people. The agent or wholesaler. The lender. The contractor. The title company. The insurance agent. The problem is that most investors meet those people slowly. This event fixes that. One room full of: • Lenders • Contractors • Title companies • Insurance providers • Property managers • And active local investors A place where you can: • Build your team • Find funding • Solve real problems • Make connections that lead to deals If you’re serious about real estate, this is a smart room to be in. Members and non-members at any level of knowledge and experience are welcome. This event is free. Remember, to actually reserve your seat, you have to go [HERE](https://www.coreerocks.com/Events.aspx?ID=2026-Central-Ohio-Real-Estate-Investing-Expo-14-5-5-2026) and register on our website!

**Session 01 - Lightroom Classic Fundamentals and Catalog Management** **Session 02 - Lightroom Classic Library Module Part 01** **Session 03 - Lightroom Classic Library Module Part 02** **Session 04 - Lightroom Classic Develop Module Part 01** **Session 05 - Lightroom Classic Develop Module Part 02** **Session 06 - Lightroom Classic Export Operations** **Session 07 - Lightroom Classic Print, Book, and Slide Modules** **Session 08 - Lightroom Classic Troubleshooting and Optimizing**

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!