Apache Beam

Our next edition of HUG is happening at NordCloud Oy Finland . Join us for an exciting evening with riveting talks, groovy people and tasty snacks! Talks and speakers will be announced soon, so stay tuned! 17:30- Open doors 18:00 - NordCloud Introduction - Jeeva B Elumalai, Global business development NordCloud Oy 18:15 - Talk 1 - Reproducible Developer Environments with Jumppad - Robert Barnes, HashiCorp 19:00-19:15 - Break 19:15 -Talk 2 20:00 - Ending words, HUG Organizer 20:10 - Mingling & Networking 21:00 - Event ends, pack up

Huhtikuun teemana on AI-avusteisuus SharePontissa 🪅 Aiheesta alustaa Sanna Jackson / Sulava **Liity mukaan Teamsilla:** [https://copilotbuzz.com/miitti](https://copilotbuzz.com/miitti)

**Holistica BodyMind Flow** **The Spring Sessions** The Holistica classes are a fusion of mobility, strength, breath work and relaxation exercises. We also use Yoga, Qigong, and somatic practices, as well as playfulness, dance, and creative activities. Every class is different and the main goal is to connect to our bodies through movement, to build a warm, welcoming and supportive community and to provide tools to support us to improve our overall health and wellbeing in everyday life. **Exclusively for women.** Migrant women very welcome. LGBT+ very welcome. Come as you are, bringing openness and curiosity. Wear comfortable clothes. **IMPORTANT:** • Spots are limited. If you are not on the MeetUp attendance list, you will be kindly asked to leave. • If you reserve a spot but cannot attend, please cancel in good time so someone from the waitlist can join. About the Project: These classes are part of the Mindful Movements project, launched in September 2025. Facilitator: Lay Wascher — Yoga teacher, Holistic BodyMind and Wellbeing facilitator, Group Fitness instructor and MIITTI volunteer. WHEN: Tuesday, 14th of April, 18:30-19:45 WHERE: Wanha Labra, Lapinlahden Lähde Lapinlahdenpolku 8 00180 Helsinki (How to find us: Inside the yellow main building's courtyard, enter through the door to Kahvila Lähde and turn left, head up the stairs, the door to Wanha Labra is straight ahead. If you want to be part of the MIITTI community, follow us on our other platforms: [Instagram](instagram.com/miitti1) [Facebook](facebook.com/miitti1) [Website](lapinlahdenlahde.fi/en/projekti/miitti/) Whatsapp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community! ***MIITTI’s Principles for safer space:*** MIITTI wants to nourish a safe and pleasant environment for everyone, where everyone can feel safe as themselves. By joining as a volunteer, employee or participant of the event or activity, you agree to follow the guidelines below *Non-discrimination* I do not make assumptions about people based on their external characteristics or names. I treat all participants with respect, and I don’t use language or take actions that discriminate based on race, gender, sexuality, disability, age, religion, or any other characteristic. I respect pronouns and names. *Boundaries* I respect others' personal space and boundaries, both physical and mental. I acknowledge that I cannot know someone else's boundaries without asking first. I ask before touching. I listen to others and adapt my behaviour if someone indicates that my behaviour makes them feel uncomfortable. *Creating Safe Environment* Everyone is responsible for contributing to a safe and respectful environment. If I witness harassment, I do my part to support those who experience inappropriate or offensive treatment. *Zero Tolerance for Harassment* Our space upholds a strict zero-tolerance policy towards any form of harassment. Harassment, whether verbal, physical, or online, will not be tolerated. If you experience or witness inappropriate behavior or harassment at our events, please report it to the MIITTI or Lapinlahden Lähde staff.

We are starting a closed improvization theater group, meeting weekly on Tuesdays. If you are interested to join, you're welcome to try it on 14.4.! No previous experience in theatre or improvisation is required – the most important thing is to have fun and try something new. **IMPORTANT**: Spots are limited, please make sure to reserve yours! The training sessions teach and apply basic improv techniques, skills and principles. In addition to short exercises, those who are interested can work towards for a small performance for a small audience in late spring – however, participation is also meaningful without the desire to perform. *Commitment*: The first time you can come and get to know the other participants and the techniques without any commitment. From week 16 (14th of April) onwards, the group will close in hopes that the participants can work more focused together and develop onto what we have learned. Participants will also get the opportunity to take turns directing the rest of the group or other smaller responsibilities as they gain confidence. WHEN & WHERE: Tuesdays at 18-20 Tallipääty, MIITTI office Lapinlahten Lähde Lapinlahdenpolku 8 00180 Helsinki About the facilitator: Iska Knuuttila has been part of the Jyväskylä-based Impropaatti group in 2020–2024, where he led some of the training and performed in two performance seasons. The repertoire included both short techniques and long plays. Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community! IG: instagram.com/miitti1 Facebook: facebook.com/miitti1 Web: lapinlahdenlahde.fi/en/projekti/miitti/

Welcome to join our Sahaja Yoga meditation meetings in English! The meetings are free of charge and you can just show up. The group consists of people of different ages and nationalities who have been meditating different periods of time. Newcomers are welcome at any time. We normally sit on chairs or on pillows on the floor, so there is no need to bring a mat and you can wear normal clothes. Meditation means mental silence or thoughtless awareness. You are present here and now, but your mind is not bombarded by thoughts from the past or the future. In this state, you feel peace and joy, which are the essential elements of the present moment. With regular practice of meditation, it is possible to establish this state within us. The group is lead by volunteers who are experienced and can offer guidance to get you started. We give a short introduction to the meditation and after that we do meditation exercises. We also give tips on how to meditate at home. After the meditation class, we have a cup of tea and there is time for questions. Welcome! We hope to see you in our meditation meetings! This video helps you to find the Kamppi Sahaja Yoga center: https://vimeo.com/199566137 More information about Sahaja Yoga meditation: www.discoversahajayoga.org (in English) www.jooga.org (in Finnish) www.sahajayoga.ru (in Russian) www.sahajayoga.es (in Spanish) Guided online meditations to support your meditation practice at home: www.wemeditate.com

Hello sporty population! Let's gather around and play some football together with people from around the world! IMPORTANT! Spots are limited, so make sure you reserver yours! If you are not registered on the list, you will be kindly asked to leave; this is to ensure fair access for everyone! We will play indoors at Playbox in Vantaa on Tuesday evenings from 18.00-19.00 Age limit: 16+ You can come directly inside the hall or meet us at the entrance a bit before 18.00. MIITTI welcomes everyone to its events regardless of background or gender. You don't have to have any skills at all to come and play with us, and if you do, please come and coach us! WHERE: Playbox Vetokuja 1 01610 Vantaa Warm welcome! If you want to be part of the MIITTI community, follow us on our other platforms: WhatsApp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!

A warm space to write, connect, and spend some intentional time together. We start by gathering, chatting a little, and ordering a tea or coffee if you like. Then at **18:30** we take an hour to focus on our own writing. No phones, no chatting during the writing time — just a simple way to create momentum while being in the company of others. If you are noise sensitive, bring earplugs/headphones etc.. There’s no pressure to share your work unless you feel like it — you’re always welcome to keep things private. All kinds of writing are welcome: – Creative writing – Poetry – Journaling – Essays or academic work – Anything else Any language is welcome too. After the session, you’re welcome to stay, chat, and hang out for as long as you like. Come as you are, bring whatever you’re working on, and enjoy a supportive, easygoing atmosphere ✨ **Very welcome to our first event!**

To whoever want to turn hard-to-test code into easy-to-test code. This is a **hands-on workshop** where we do pair programming on an example domain. The example code contains difficult-to-test code, and your job is to make the code testable and add few tests. You will learn **3 different techniques** on turning legacy code into testable code. These techniques you can take with you to your work and use them the very next day. **Schedule**. 17:00 some snacks and setting up your dev env. 17:30 programming exercise 18:45 quick retro 19:00 free discussion, sauna\* is on. \* Please bring a swimsuit for the sauna. Towels are on the house.

The Snowflake Finland User Group is a space for discussion and mutual learning about leveraging the Snowflake cloud platform. It offers an excellent opportunity to discuss best practices, review real-world Snowflake use cases, and explore third-party technologies with your peers. You'll also have the chance to expand your professional network and learn from other Finnish success stories. This time, we’ll have speakers from **Metso** and **Antti Rask** — BI professional, founder of Helsinki Data Week, co-author of the *RandomWalker* R package, author of *col2hex2col*, creator of the *TuneTeller* and *BiblioStatus* apps, and author of the upcoming book *ggplot2 Extended*. 🤝 Organizer and Sponsor: Twoday 🏠 Venue: Twoday, Keskuskatu 3 🍕 Catering: Light bites and drinks ✨ Agenda & Speakers: See below 👇 5:00PM \| Arrivals\, food and mingling 5:30PM \| Snowflake User Group \- Introductions by Mika Heino and Eerik Puskala from Twoday 5:40PM \| Presentation by Juha Hurtig \(Metso\) \+ QA 6:30PM \| Short break 6:40PM \| Presentation by Antti Rask \+ QA 7:30PM \| Wrap\-up & Networking 8:00PM \| Doors Close You can also sign-in to [https://usergroups.snowflake.com/helsinki/](https://usergroups.snowflake.com/helsinki/) to get notifications from our Bevy page. Our venue has capacity limits, so please only RSVP if you intend to come and if you need to cancel change your RSVP status on the Meetup to "Not Going."

Welcome to our April meetup in Helsinki, arranged together with Antilooppi (https://antilooppi.fi/). Schedule: 17:00 Doors open! 17:30 Welcome words by organizers and Antilooppi 17:40 **"From Layoff to $9K/Month: Lessons from Building and Selling Mobile Apps"** **by Steven Phuc, indie developer** In today’s tech industry, job security feels increasingly uncertain. Whether unemployed or still employed, many people are facing layoffs or constant pressure to adapt. After being laid off as a React web developer, Steven spent months trying different paths — web projects, SaaS ideas, and experiments that didn’t gain traction. Eventually, he shifted focus to building consumer mobile apps, learning everything from product direction to distribution through trial and error. Within about a year, his apps reached around $9,000 in monthly revenue. This talk shares a practical and honest roadmap from uncertainty to sustainable product income — covering key lessons, failures, and what actually mattered. If you’re curious about turning ideas into real products and interested in this path, this talk is for you. \*5 min break\* 18:15 **"Vibe Coding Without Losing Your Edge", Johanna Wäänänen, Founder, Systemic, PhD Researcher** At the same time as AI rushed into our everyday work, I started my PhD research on how human physiology shapes cognitive performance. That overlap made me notice, that AI is not just changing how we work or code. It’s changing how we think and feel. We’ll explore a question especially relevant for coding: * Why can coding with AI make your brain feel… a bit like mush? * And more importantly: What can we do about it? My hope is that by exploring this together, we can share practical ways to maintain clear, high-quality thinking while working with AI. We’ll look at how to: * stay sharp to move fast * use AI to extend your thinking and not replace it * keep your edge in a world where AI is everywhere This is a phenomenon worth understanding to keep your edge. Johanna "I study how human physiology shapes thinking, decision-making, and collaboration — and, ultimately, performance. And how these are evolving in the age of AI. Alongside my research, I work with teams and organizations navigating complex environments" \*5 min break\* 18:50 **“The Job of Product Designer in the Age of AI”, Lassi A Liikkanen, PhD, Director of Product Design and Insight, Qvik Ltd.** Is there a future for human designers? The tasks and responsibilities of a UX/UI designer are subject to rapid shift as AI can be used to radically augment the professional capability of every designer. In this talk I reflect on recent developments that have and will influence designer work in the immediate future, taking the conversation to discuss the tasks designers would love and will have to take on in the future. 19:30 Mingling / free discussion etc 20:00 Doors close **About us** Vibe Coding Finland is a community for developers, designers, business professionals and tech enthusiasts who love to vibe code, learn, and connect in a relaxed and inspiring atmosphere. Whether you’re a seasoned professional or just starting your coding journey, you’ll find good company, meaningful discussions, and hands-on sessions to boost your skills and creativity. Our meetups feature a mix of talks, coding sessions, project showcases, and networking — all centered around building great vibes and a supportive tech community in Finland.

Welcome to join our Ren Xue Yuan Gong practice throughout the summer at Lapinlahden Lähde! The practice is simple but yet practical and powerful. It is easy to learn and will help you: -gain energy, feel less tired and stressed -more mental clarity, easier to concentrate -boost your immune system Time: Sundays 15:30 - 17:00 WHERE: Tallipääty, MIITTI office Lapinlahden Lähde Lapinlahdenpolku 8 00180 Helsinki About REN XUE Ren Xue is a comprehensive system for uplifting human life. It includes a unique form of Qigong (Yuan Qigong); three foundational theories (Theory of Qi, Theory of Consciousness, Theory of Totality) and a large body of teachings. It was created by world-renowned teacher and healer Yuan Tze who continues to offer online and in-person events worldwide. Ren Xue combines ancient Chinese wisdom traditions with modern insights into health and well-being. The goal of Ren Xue is to help individuals improve their physical, emotional, and mental health through a holistic approach that emphasizes the connection between the mind, body, and spirit. REN XUE FINLAND Ren Xue Finland (RXF) is the Finnish branch of the global movement, an organization dedicated to the promotion and teaching of Ren Xue and its associated practices, including Yuan Gong and Yuan Ming Medicine. It provides easy entry into the Ren Xue system through local in-person sessions, online courses and workshops/retreats. Other learning methods can be found here: Ren Xue TV, a YouTube channel and Learn Ren Xue website. More about Ren Xue: [https://www.renxueinternational.org](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.renxueinternational.org%2F%3Ffbclid%3DIwZXh0bgNhZW0CMTAAAR06uJQRSC7BE3zhPePQ7X_KO7WXa60cr7NK25KdOqfbSIHpYqBLO3dYgVM_aem_alDR7a6KhbNhG3u9NhCUVA&h=AT18asmYaRkvHCJemaC7rr9GVu579uflDCg7T6mLNodWdtMVhuxwFhIyz0p5ONeJbm3WQ3ZGIwONIa0_pDvih4t9BCCJUBkjhK4BdIMEl4aQ_qPzR5ykW-aiOndhYDPeAW9_2_eWZaMsv889HKbp8_c&__tn__=q&c%5B0%5D=AT35KTjVjr2kCnYHrXXjXPxEGFK-RFbZnFVdDmWrTe5WwbSZZ5ulNxFEjPPhejS8Pf4xetwkU1hhM1P2K_ABugpnXL6w-CKE25ARXwtLSexv-4fPJ4s2_Kcqgj3g2XWjCVkPPgcjwrPoNWOvdKa2f1VqyVa-2kcTojodTS3wn9zrnRjZLcG7)/

Finland currently has the **highest unemployment rate** in Europe. **AI** is rapidly reshaping expectations and requirements for candidates. As a result, the data job market is becoming **increasingly competitive**, making it harder to stand out. So how can you adapt and **search for job effectively** in this environment? At the DataTribe meetup, you will hear first-hand insights from **a recruiter at Wolt** who is continuously hiring data professionals, as well as from **a career consultant** who helps specialists navigate today’s challenging job market. **Topics we will cover:** ✅The current state of the data job market in Finland ✅What hiring managers are really looking for ✅How AI is changing both hiring and job search ✅Practical job search strategies that actually work ✅Common mistakes candidates make and how to avoid them **Speakers:** **Zhanna Filintseva** – Senior Tech Talent Acquisition Partner at Wolt **Lidiia Salo** – Career Consultant and Founder of Get Hired in Finland Welcome!

🌼 Spring is here again and it's time to have a get together to talk about Apple (and other) technologies and to meet old friends. And maybe to speculate on what will be coming in WWDC. Once again Wolt are our amazing hosts at the Helsinki HQ on Wednesday, 15th of April for the event! There will be drinks 🍻 and snacks 🍕as well. Agenda: 18:00 Doors open 18:30 Welcoming words 18:40 First Talk: "10 years in the App Store - lessons learned" - Timi Koponen 19:10 Second Talk: "Future: Yesterday – Writing SwiftUI for iOS 26 while supporting 18 or below" - Pyry Jahkola 19:40 Mingling and food/refreshments 20:00 Third Talk: "Agentic iOS Development in a Multi-Repository Setup" - Andrei Sadovnicov 20:30 More mingling 21:00 or so event ends (The agenda may be subject to refinement, will keep you updated here.)

IMPORTANT: Registration is not available through Meetup. The workshop size is limited and will be filled on a first-come, first-served basis, so you must purchase your ticket from our website in advance. Welcome. Sign up and get your ticket from here. [https://holvi.com/shop/UDUMBARA/section/pottery-wheel-workshops-keramiikka-kurssit/spring-2026-kevat/](https://holvi.com/shop/UDUMBARA/section/pottery-wheel-workshops-keramiikka-kurssit/spring-2026-kevat/) Join us for a challenging, fun, and relaxing time creating with local wild clay and socializing with friends. Udumbara Pottery Studio in Kallio, Helsinki, welcomes pottery students of all experience levels to come and enjoy pottery wheel lessons within a small group setting. Osaamme myös suomea, tervetuloa. Vi talar också svenska, välkommen.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

### **One Free 32mm scale Beastman Mini Event \| Beastpril at The Arcane Foundry** Step into the wild this Beastpril with a free Beastman miniature at The Arcane Foundry. This special paint and sip session invites you to get hands-on with one of the most savage and iconic factions in **Warhammer Fantasy** and The Old World. Whether you’re new to the hobby or a seasoned painter, this is your chance to bring a creature of chaos to life at no cost. You’ll be guided through the basics of miniature painting while learning about the lore, playstyle, and aesthetic of the **Beastmen**. From fur textures to weathered weapons and corrupted armor, you’ll walk away with a finished model and a deeper understanding of the faction. Supplies are provided, space is limited, and the wilds are calling. Learn More: [Tabletop Miniatures in Columbus Ohio | Arcane Foundry](https://thearcanefoundry.com/tabletop-miniatures/)

A WiA Collective Wisdom Exchange At the start of this year, we gathered to look back, set intentions, and imagine the next chapter. This is the follow-up. Not a check-in. Not a progress report. A small, facilitated circle to reconnect with what you said mattered — and honestly explore what’s actually happening now. Together, we’ll explore: • What you intended at the start of this year - and what that looks like three months in • What’s surprised you, supported you, or shifted • What the next chapter needs now that you know what you know If you were at our January gathering, bring whatever you made or wrote — your word, your artifact, your intention. We’ll look at it with fresh eyes. If this is your first time, you belong here too. You’ll start where we all started: with what’s true right now. Optional art materials will be available for anyone who wants to reflect creatively alongside conversation. If you brought something home from January, you’re warmly invited to bring it back. The intention is the same as always: everyone leaves feeling more clear, more connected, and a little lighter. Space is intentionally limited to keep the experience intimate. What to Expect • A small, welcoming circle (not a large meetup) • Structured conversation so everyone has space to speak • Reflection, listening, and lived experience — not advice-giving • Optional creative reflection alongside conversation • A calm, supportive environment Who This Is For Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for honest conversation and community beyond frameworks and buzzwords. Good to Know • No preparation required • If you attended in January, we invite you to bring anything you created or wrote (or something that represents your intention at the start of the year) - it’s optional but invited • Participation is invitational; listening is always welcome • Creative activities are optional

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!