Librarians

Dear Community, Another month with two great speakers gladly joining us. This time we are meeting at charming office of **Storm Reply**, with one talk from AWS, one from Storm Reply team to be presented. =================================================== 18:30 - Warming up and networking chat 18:45 - Intro by AWS UG Berlin & Storm Reply 19:00 - 19:40 - **Aman Kumar Singh & Li-Ya Wang // Building a Customer Contact Center in Minutes Using Amazon Connect** In this session, we’ll learn how Amazon Connect enables you to build a fully functional, scalable customer contact center in just minutes. We will also present on how Connect simplifies voice and chat interactions, integrates seamlessly with other AWS services, and leverages AI for intelligent customer experiences. Starting with an overview of its core capabilities, we will have a short demo on Amazon Connect. 19:40 - 20:00 - Networking break with food, snacks and drinks 20:00 - 20:40 - **Omar Kobbi // AWS and GxP Compliance: Building Trust in the Cloud for Life Sciences** In this session, we’ll explore how AWS can support GxP compliance in the life sciences industry. From moving validated workloads off on-premises infrastructure to the cloud, to leveraging services like EC2, Elastic Load Balancer, S3, and AMI Factory, we’ll show how organizations can ensure data integrity, validation, and audit readiness while gaining scalability and innovation. Join us to learn how AWS helps build trust in the cloud for regulated environments. 20:40 - 20:45 - Closing & Final Remarks =================================================== **Very Important: There is no "waitlist" for our regular sessions.** However, there are limited seats available. If you want to make sure you can attend: Register yourself with your "full name" here at meetup.com Arrive on time - seats are first come, first serve. As soon as there are seats available, you are welcome to join with your registration. In case there are no more seats available, we won't be able to let you join us this time.We thank you very much for your understanding! ================================== Additional Information **This event is wheelchair friendly.** Help us spread the word, and invite your friends & colleagues! If you're attending with wheelchair and need assistance, please mail us: organisers@berlinawsug.de for further details. Would you like to host AWS UG Berlin events at your company? [Register here](https://bit.ly/aws-host) Would you like to speak at AWS UG Berlin sessions? [Submit your talk here](https://bit.ly/aws-talk)

**Thank you for your interest in our meetup. Due to the venue’s capacity, registration is now closed.** We appreciate your support and look forward to seeing you at future events. __________________________________________________ Join us on February 17 as **Superhuman’s Data Engineering team** shares examples of **how they scaled from a writing assistant to an agent platform**, unified analytics and ML data, and migrated core systems without slowing product delivery. ✅ **Registration**: Closed 🚀 **Enabling Rapid Experimentation: Unifying Analytics and ML Data in Databricks** Enabling teams to rapidly experiment with new AI models requires breaking down silos between analytical data and ML training datasets. At Superhuman, we consolidated both into Databricks as we scaled from a writing assistant to an agent platform. In this talk, we will: * Share our journey from our fragmented data systems to a unified platform in Databricks * Walk through design choices on how we organize Workspaces, Unity Catalog, and data ingestion * Explain how we apply and manage our privacy policies, governance, and access control 🚀 **Rebuilding the Engine: Migrating Data Systems While Keeping Products Moving** During this talk, we'll explore how to migrate core data systems while maintaining product velocity amid organizational and architectural change. We’ll cover: * The migration philosophy behind translate vs. transplant, and when each approach makes sense * Key data validation challenges encountered during system migrations * How to scope migration efforts realistically under time and delivery pressure * Architectural trade-offs and lessons learned from high-impact decisions **About Speakers**: **[Niels van Kaam](https://www.linkedin.com/in/niels-van-kaam-aa731768/)** is a tech lead for the ML Data team at Superhuman, where he’s building the data foundation for the company’s transition from a writing assistant to an agent platform. Previously, he worked on large-scale data systems for ad-tech at Amadeus Berlin and on geospatial applications for startups in the Netherlands. **[Dave Heberer](https://www.linkedin.com/in/dave-heberer/)** is a software engineer at Superhuman with nearly 25 years of experience building data infrastructure across major tech companies. His background includes work at Microsoft, Tableau, and Facebook, spanning operating systems, computer vision, gaming platforms, and large-scale data and analytics systems. **💥 Who should attend?** (Data) Engineers making design decisions amid organizational change and rapid product development. **Agenda:** ✨ 18:30–19:00: Registration and networking ✨ 19:00–20:00: Talk ✨ 20:00–21:00: Mingle with our team **✅ Where:** In-person, Superhuman Berlin hub **✅ When:** Tuesday, February 17 **✅ Language:** English ✅ **Registration**: Closed **The event is free. Registration is mandatory**. Due to a limited number of seats, the invites will be sent to a limited number of interested guests on a first registered, first invited basis. Please check your inbox for a confirmation email about your attendance.

🌱 **InnerGrowth Circle** Are you working on yourself and want to grow personally and gain new motivating force? Are you open to spiritual work? Then the InnerGrowth Circle meetings are perfect for you! The meetings take place every two weeks on Tuesday evenings near U Nollendorfplatz. Together, we work on our very personal topics using special techniques from the fields of personal development and spirituality. Each meeting is a self-contained workshop. 🌟 **What to expect:** * Exercises for more positive energy and mental clarity * Transformation of stagnant energies, plus recharging and cleansing exercises * Space for personal topics and developmental steps * Exchange on equal footing in an open group * **BONUS:** Energetic support during the meetings through a special frequency and energy field method that deepens the effects of the exercises You don’t need any prior experience — just openness and the willingness to meet yourself. ✨ **Curious?** Feel free to join a meeting and experience for yourself how enriching the InnerGrowth Circle gatherings can be for you. 📌 **Important information** * **Telegram group:** Please join the Telegram group “InnerGrowth Circle” before the event. You’ll receive further details about the meeting point, etc. there: [https://t.me/+pVtQhF3ykX01YmY6](https://t.me/+pVtQhF3ykX01YmY6) * **Binding registration:** Please register with me via direct message. * **Language**: This meetup will be hosted in German with English assistance. * **Cost:** I ask for a donation of 15–25 euros. If this amount is a barrier for you, please talk to me. 🔥 **Why you should participate** This workshop offers you spiritual support for your personal development. You will receive tools and imputs that energetically align, strengthen, and focus you — and you’ll also be accompanied by me through special energetic support. At the same time, you’ll have the opportunity to meet like-minded people, exchange ideas, and deepen your personal journey in a supportive environment. I look forward to seeing you! ❗️**Note:** The content conveyed in the workshop does not constitute medical, therapeutic, or psychotherapeutic treatment. No diagnoses are made and no healing promises are given. Participation does not replace a visit to a doctor or alternative practitioner.

Meet us for in-person talks at Zalando on February 17, 2026! Join us for an evening of practical talks on how GenAI is reshaping modern engineering workflows, from code agents to production-grade, guardrailed systems. Please make sure you register with your full name, as it will be checked by security on arrival. **📅Date and Time:** Tuesday, February 17, 2026 Doors open: 18:00 Opening & announcements: 18:30 Talks start: 18:35 Wrap-up & networking: \~20:30 📍**Location:** [Zalando Office BHW](https://maps.app.goo.gl/GELYd8FH7AnqEFNF8) Berlin Hedwig-Wachenheimstraße 7 (BHW) The 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:** **18:00 – Doors Open** Pizza, drinks, and networking **18:30 – Opening** Short welcome and announcements from the organizers (5 min) ### **18:35 – Talk #1** **Building Blocks of Modern Code Agents: Reusable Skills and Role-Based Subagents** **[Alexey Grigorev](https://www.linkedin.com/in/agrigorev) — DataTalk.Club** A practical map of modern code agent types and the two key building blocks that make them reliable in real-world development workflows. Code agents appear in many forms today: chat-based assistants, cloud agents running CI-like workflows, and IDE or terminal agents embedded directly into development environments. In this talk, we’ll map these main categories, discuss what each is good at, and highlight where they commonly fail. We’ll then zoom in on two core building blocks used in modern agent tooling: * **Skills / playbooks** — reusable, step-by-step workflows (e.g. understand the repo → implement a change → run checks → produce a clean diff) * **Subagents** — specialized roles such as planner, implementer, reviewer, and tester that split complex work into focused, reliable steps **Format:** 20 min talk + 10 min Q&A ### **19:05 – Talk #2** **Guardrailed Agents at Scale: Zalando’s Support Agent for Incident Triage and Stakeholder Q&A** **[Ivan Potapov](https://www.linkedin.com/in/ivan-sur/)**, **[Saugandh Karan](https://www.linkedin.com/in/saugandh-karan/)**[ ](https://www.linkedin.com/in/saugandh-karan/)— Zalando SE We’ll share how Zalando built and shipped a specialized internal support agent that helps engineering teams answer stakeholder questions and triage operational alerts — without drowning in context or compromising production safety. The agent enriches user requests with relevant observability context (metrics, logs, traces, recent deploys), summarizes what matters, and produces a severity assessment with recommended next steps. A key challenge is context explosion: pulling “all the data” quickly becomes noisy, slow, and risky. We’ll walk through the architecture patterns and guardrails that keep the system production-ready: * Retrieval and ranking strategies * Strict tool boundaries * Policy-driven response formats * Evaluation checks to prevent overconfident or unsafe guidance Finally, we’ll cover rollout and migration: introducing the agent alongside existing workflows, aligning it with architecture guidelines, and iterating based on real incident feedback. **Format:** 20 min talk + 10 min Q&A ### **19:35 – Pizza, Drinks & Networking** Invite your friends and join our meetup. Special thanks to our hosts **[Zalando.](https://en.zalando.de/?_rfl=de)**

### ***This is a closed course that can only be booked and attended as a whole.*** ***So it’s best to join one of the other sMove! trainings beforehand – either on Thursdays in the park or online on Saturdays: [www.baerbelsinger.de/smove ](www.baerbelsinger.de/smove)*** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### Sensing and Expanding 🌿 sMove! invites you to expand your sensations and ways of expression through the body. The movements are simple and playful – yet they go deep: by moving with awareness, you discover qualities within yourself that are often covered by habit or tension. ### The Body as a Container 🌀 The body is more than muscles and bones – it is a container of memories, energy, and possibilities. In sMove! training, we explore this potential through rhythm, new movements, and focused attention. Each movement becomes an opportunity to sense more clearly, to shift old patterns, and to unfold new qualities – vitality, calm, presence, joy. ### Clarity through Intention 🎯 What makes sMove! special is not performance or perfection, but the direct experience of your body paired with intention, precision, and letting go. When you allow your body to guide you, space opens: your mind becomes quieter, energy can flow, aliveness grows. sMove! strengthens you inside and out – with more flexibility, strength, and ease. ### Experiencing Community 🤝 In the group, connection arises. Everyone moves in their own way – and yet we resonate with the shared rhythm. This collective presence builds trust in your own strength, encourages curiosity, and makes it easier to try something new. ### Who is sMove! for? 🌍 sMove! is open to everyone – previous experience is recommended (feel free to ask). 15 sessions * **November 2025**: 11., 18. * **Dezember 2025**: 9., 16. * **Januar 2026**: 20., 27. * **Februar 2026**: 3., 10., 17., 24. * **März 2026**: 24., 31. * **April 2026**: 7., 14., 28. 💶 Fee Early Bird: 280€ Full package: **320 €**

Französisch sprechen und anwenden mal anders! Wir entdecken die französisch Sprache und Kultur mit den Augen französischer Literaten. Ideal für frankophile Leute mit Hang zur beaux-arts. Texten sind vorhanden

I have reserved the music room in Library where we can practice Classical music together. Come and bring some notes that you like to play together. I will bring some easy christmas songs and also some more complicated songs like Minute in G and Gavotte etc. I have one Violin and the Music room has one Piano.

\*\*\*\*\*\* ***For address and more details see the website.*** \*\*\*\*\*\* **Event Info:** Bring along your **current book to read** (or something **creative** to work on 📚🎨🧵) and join us for this mix of a shared focus time + discussion. \- 19:00\-19:30 \- Meet & greet \- 19:30\-20:30 \- Silent focus time \- 20:30 \- Discussion of books/ projects over coffee **Drinks & snacks are included** ☕️ * **To reserve your place, a ticket (€9,90/event) or a community pass (only €14,90/MONTH) [from the website](www.pausify.org) is required** * **Attendance here doesn’t show all sign-ups from other platforms.** ***FAQ: Why does it cost money if I bring my own project?*** Because we rent a beautiful, central space for every event. Ever thought your monthly apartment rent was too high? Well, multiply that – that’s what commercial spaces in big cities like Berlin cost *per hour*. Of course, if all you want is just some quiet time, your home or a library is perfect. But if you’d like to focus & connect with others in an inspiring space – with drinks, snacks included – that’s what your ticket helps to cover. See pics from our events below - and on our Instagram: **[@Pausify (Co-Reading Space)](https://www.instagram.com/pausify_org/) ☕️**📚 **[Pausify Co-Reading Space Website](www.pausify.org/)** For questions, please contact us over [Website](www.pausify.org/) as this platform can have issues. Thank you! *Please note that photos and videos may be taken during the event and used for promotional purposes to highlight and share the experiences at our events. If you have concerns, don't hesitate to approach the event organizers before the event.*

International Meetup for those who still like to follow the Peaceful teachings of Christ. We are free and curious humans, try to practice patience, kindness, humanity, etc, and have the freedom to read any book of the world, including the Gospels. Let's support each-other, upbuild faith, and find some like-minded friends in our community. (If you are a new believer, you are also welcome only if you have been practicing Christianity regularly for at least since last 3 years. )

**PyBerlin: February's event** **Sponsor**: **Sentry** **Location: W3.Hub** **Agenda:** 6:30 pm – Doors open: snacks, drinks, networking 6:55 pm - Welcome from PyBerlin 7:00 pm - Welcome from the sponsor - Sentry 7:10 pm – **Maximum time off, minimum leave: solving the holiday equation with Python and math // Sander Van Aken** Around the beginning of the year, German news sources publish tips on how to optimize your vacation by cleverly using Brückentage: taking a few strategic days of leave to connect weekends and public holidays into long breaks. But how can this be computed systematically? And how can it be tailored to your personal preferences? Operations Research (OR) and mathematical optimization are powerful but often underrepresented disciplines within the broader AI and analytics landscape. In this beginner-friendly talk, we treat holiday planning as a mathematical optimization problem. Using the question “How do I maximize my benefit from taking time off?”, we will walk through the full process from problem formulation to a working Python solution. Speaker's bio: Sander Van Aken is Operations Research Engineer and passionate about applying quantitative methods to solve mobility, logistics and supply chain planning challenges. Beyond his day-to-day job of developing decision support algorithms for network planning at Flix SE, he is active in the broader OR community and loves introducing people to the field. 7:40 pm - break 8:00 pm – **Exception Handling Within the Context of Python's Typing System // Jonathan Herrera** A conceptual approach to exception handling, with a special focus on Python's type hinting system. Python's typing system does not allow for annotating methods with the exceptions they raise. The talk discusses the conceptual consequences of this limitation and introduces different exception handling paradigms with their upsides and downsides. Speaker's bio: Jonathan has worked as a Senior Python Developer in different companies. Currently, he is an Engineering Manager at RoomPriceGenie, a scale-up providing revenue management solutions to hotels, where he oversees the integrations team, and works, amongst other things, on establishing best practices with regard to reliability and security. 8:30 pm – **One does not simply send a GET request // Paweł Wiszniewski** Short presentation on a few of the less-known features of the requests and urllib3 libraries. Regardless of whether you're scraping the web or extracting data from those REST API endpoints, you need a reliable and convenient way to download data from the internet. But packages get lost in the traffic, servers get overwhelmed with requests. And your job is to build a resilient data pipeline. Let's see what the most popular HTTP libraries have to offer. Speaker's bio: Paweł is a Senior Data Engineer and a founding member of the Data Platform team at Flink SE, where he builds tools and designs processes that empower data scientists, analysts, and business teams across the company. 9:10 pm - closing This event will be only in-person. Please check our Code of Conduct and official health regulation in Berlin before coming. If you feel some signs of sickness, please consider skipping this event and attending another time. We will have plenty of events in different formats in the future. Looking forward seeing you all!

Ciao a tutti! For our event we would like to meet you at 17:00 and have a beer all together, or other drinks. The goal of our first meeting is to get to know eachother and practice Italian and German. Please don’t be afraid that your language skills might not be sufficiently good or that you are a beginner. We understand that learning languages is a difficult and long journey. We don’t tolerate discrimination. We don't tolerate any aggressive or weird attitude. This has to be a Place of Comfort zone for everyone :) Please be respectful and kind with the others! PS: you can find us on the pool table area usually, if not just ask to the bar area for the reservation on the name "Claudio" A presto, bis bald Claudio Ich hoffe dass wir bald uns sehen!

Wissen verändert die Welt. Mach Mit! Wir treffen uns alle zwei Wochen zum lockeren Austausch und gemeinsamen Arbeiten. Interessierte Frauen\* sind herzlich eingeladen, uns zu besuchen und mehr über das Schreiben und die Regeln in Wikipedia herauszufinden. Erfahre bei unserer Veranstaltung, wie Wikipedia und ihre Schwesterprojekte funktionieren, lerne wie du selbst mitschreiben kannst und finde heraus, welche Artikel zu deinen Lieblingsthemen noch fehlen. Oder vielleicht interessierst Du Dich für Fotografie und würdest gerne mehr über die Commons-Lizenzen und die Mitarbeit an der Bilddatenbank Wikimedia Commons erfahren? Auch dann bist Du herzlich Willkommen! 🕖 Termine: jeden 1. und 3. Mittwoch des Monats ab 19 Uhr ℹ️ Aktuelle Termine: [https://w.wiki/tv](https://w.wiki/tv) Mehr Informationen: [WomenEdit-Seite](https://de.wikipedia.org/wiki/Wikipedia:WomenEdit/Treffen_(Berlin)) Die Teilnahme ist kostenfrei. Schreib uns eine PM, falls Du Rückfragen hast. Leihrechner können vor Ort zur Verfügung gestellt werden. P. S.: Wir bewerben das Event nicht nur hier, also nicht wundern, wenn die Teilnahmezahlen niedrig sind. Wir sind in der Regel 6-10 Frauen.

We'll come together at a cosy cafe to discuss S. Marai's novel Embers. Before RSVPing yes, ask yourself- Do I have a copy of the book? Can I be there at that place and time? Looking forward to our discussion! :) Also if you would like to join our Whatsapp group to vote on books, please talk to Sneha at the meeting. :)

Join us for our February Book Club gathering where we will come together to discuss *A Master of Djinn* by P. Djèlí Clark in a safe and welcoming environment. Make new friends who share your passion for books and connect with fellow LGBTQ book enthusiasts.

This meeting will be an open discussion about the book "an Immense World" by Ed Yong

Ciao a tutt\*! Let's meet Monday at 6.30pm at the **Grandview Heights Public Library** in **Conference Room A** to speak in Italian for 1 hour. \*note change in location\* Grandview Heights library (1685 W 1st Ave, Columbus, OH 43212) Keeping Monday for consistency but we can discuss if there are better days/times/locations!

Please join the Columbus Atlassian Events Team for an evening program where we show you how we are using the Atlassian tools to track, manage and collaborate with others on our hobbies, From Jira & Confluence and Lego, to Tabletop gaming and Trello to miniature painting and Jira. Join the Columbus Atlassian leaders as they walk you through how the Atlassian tools enhance their passion projects.   We'll go over space structures, lessons learned as we built and tracked our project and how it helped us organize group adventures.   Looking forward to sharing our fun with you!Please take note of the New Location and Time of the event. Pay Parking can be found on street, and in locations marked. Agenda --- Speakers Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Moderators Kimberly Deal - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Kevin Stanley - Columbus Atlassian User Group Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-for-the-love-of-atlassian-using-atlassian-to-manage-your-passion-projects/.

**Our February novel is: Julia by Sandra Newman** **This month is a classic, dystopian, fiction, literary fiction, women’s fiction, and science fiction novel. The book is 394 pages in print and 14 hours and 20 minutes on audiobook.** **An imaginative, feminist, and brilliantly relevant-to-today retelling of Orwell’s 1984, from the point of view of Winston Smith’s lover, Julia, by critically acclaimed novelist Sandra Newman.** Julia Worthing is a mechanic, working in the Fiction Department at the Ministry of Truth. It’s 1984, and Britain (now called Airstrip One) has long been absorbed into the larger trans-Atlantic nation of Oceania. Oceania has been at war for as long as anyone can remember, and is ruled by an ultra-totalitarian Party, whose leader is a quasi-mythical figure called Big Brother. In short, everything about this world is as it is in Orwell’s 1984. All her life, Julia has known only Oceania, and, until she meets Winston Smith, she has never imagined anything else. She is an ideal citizen: cheerfully cynical, always ready with a bribe, piously repeating every political slogan while believing in nothing. She routinely breaks the rules, but also collaborates with the regime when necessary. Everyone likes Julia. Then one day she finds herself walking toward Winston Smith in a corridor and impulsively slips him a note, setting in motion the devastating, unforgettable events of the classic story. Julia takes us on a surprising journey through Orwell’s now-iconic dystopia, with twists that reveal unexpected sides not only to Julia, but to other familiar figures in the 1984 universe. This unique perspective lays bare our own world in haunting and provocative ways, just as the original did almost seventy-five years ago.