Machine Intelligence

**Behind the Scenes of Snowflake Support: How We Solve Your Toughest Data Challenges, Brendan Murphy, Prerna Chhabra, Rafael Cano, Snowflake** In this session, we will demystify the entire Snowflake Support experience from the inside out. We will trace the end-to-end Case Flow of a technical ticket, walking you through the advanced Tooling we use to diagnose complex issues. You will also get firsthand insight into our Cloud Support Engineer (CSE) Approach, revealing how our engineering teams troubleshoot, prioritise, and collaborate to deliver rapid resolutions. Finally, we will provide you with a practical roadmap for Navigating Snowflake. You will learn exactly "who can help you with what," clearly distinguishing between the roles of Technical Support, Solutions Engineers, Professional Services, and Snowflake Partners. Whether you are a developer, data architect, or administrator, this session will give you the knowledge and channels you need to get the right help, right when you need it. **What's New in Snowflake: Post Summit Roundup, Aman Dhingra, Snowflake** Missed Summit launch announcements? Worry not. Snowflake continues to make it easier to unify your data, AI, and applications on a single platform. In this rapid-fire session we'll walk through the most impactful features from recent months, including Summit 2026 — spanning AI, data engineering, governance, and platform infrastructure. Are you using these yet?

Tired of casual chit chat with no connection among strangers? Looking for a new activity to pick up on weekends? Ready to get your body moving, sweating, and discover a new side of yourself you did not know you had? You are in luck, we have just what the doctor ordered! Experience the wonderful environment that can only be had with the sound of Afro-Latin music. Learn to feel the rhythm and body movement of traditional Cuban Salsa, show off your moves with Sensual bachata, or simply come to have good craic and meet new folks! Class schedule as follows: ● **1930 - 2030pm:** Bachata class ● **2030 - 2130pm:** Cuban Salsa ● **VENUE**: Turk's Head Temple Bar 27 Parliament St, Dublin 2 ***Note***: *Meetup attendance list is not reflective of actual number of people that show up! Come with or without a partner and get ready to dance!* Check our website for specifics on upcoming events: [https://www.dublinsalsabachata.com](https://www.dublinsalsabachata.com/)

Dublin Data Science is having an event in Zalando for June. Zalando is one of the top Europe’s leading online fashion platform, connecting 62 million active customers with more than 7,000 brands across 29 markets. We will have two talks: one from Senior Data Scientist at Zalando, Alex Martinelli, and one from DDS regular Duncan Healy. **Talk 1:** **Data Science at Zalando** and a non-hyped view on how we optimize the use of LLMs for different tasks In this talk I'll provide an overview of the data-science work happening in Zalando, focusing on core projects built right here in our Dublin office, including product-matching, product-tagging, and Aspect-Based Sentiment Analysis (ABSA) for customer reviews. While the rapid evolution of LLMs has made them powerful tools for these tasks, we adopt and evaluate them carefully. I will discuss our practical, balanced approach to adopting and evaluating LLMs, demonstrating how we integrate them into our existing pipelines to achieve optimal performance while keeping infrastructure costs in check. Alex Martinelli is a senior data-scientist at Zalando, previously worked for IBM-Watson. Mainly focusing on representation-learning, computer-vision and generative-models. Additional hobbies and interests include procedural-computer-graphics in Blender, drawing and lucid-dreaming. **Talk 2:** **How to Tame the Dragons of Data** Duncan Healy is a freelancer and DDS regular, he made the mistake of pontificating too often about LLMs and databases and now has to give a talk about it.

Adult Bachata and Salsa dance classes with practice social at Coolock Ardlea Scout Den Coolock Village. This is a mirror studio located upstairs from the hall with nice wooden floors. This is a weekly Thursday event. Come down, learn and have fun! Men and Women are welcome. Free taster for first timers and discount for students, request via dm. Beginners cost 10 euro for all beginner classes and practice.

Join us to **practise and improve your target language with native speakers on Thursday downstairs in River Bar** (Burgh Quay, Dublin 2) from **6.30pm to 8.30pm**. **Our system:** **• You sit opposite a native speaker of the language you're learning** **• You speak 5mins English, 5mins other language, then change table** This ensures everyone gets an equal opportunity to practise the language they're learning. Our team seats people, controls the time, organises the table changes etc. What to expect: • Relaxed easy going atmosphere • Professional and quality service • Great networking opportunities • All levels welcome from absolute beginner to fully fluent • A big mix of ages with attendees at each event from 18 to 70+ years old • Topic cards on the tables to help start conversations Wide range of languages: We usually have **native speakers of English, Spanish, French, Portuguese, German, Italian, Japanese, Chinese** and more depending on who shows up. **Admission fee €7** (€6 for student card holders). **No pre-registration required, just show up**. Loyalty card system: Come to 5 events and the 6th is free. Over 150,000 people have attended our language exchange events since 2012 to practise and improve their target language - you can too! Everyone is welcome! For more news and info check: Website: [www.languageexchangeireland.com](http://www.languageexchangeireland.com/) FB: [www.facebook.com/languageexchangeireland](http://www.facebook.com/languageexchangeireland) Instagram: [www.instagram.com/languageexchangeireland](http://www.instagram.com/languageexchangeireland) NOTE: The MeetUp attendance does not reflect actual attendance. There are usually around 100 people at each event.

What does authenticity mean? What is 'authentic thinking'? What does it have to do with who we are and who we are becoming? Join us for a talk by Dr. Frances Hannon, PhD researcher in philosophy in Maynooth University as she investigates these questions through the lens of Edith Stein's philosophical anthropology. If you'd like to receive primer material on the talk and be informed about future events by email, you can also register here: https://forms.gle/QaGzqky6V7K6Ve6f6

**Join us for the next Odoo Business Show on June 18th in Dublin! 🚀** **Come and learn how Odoo can solve your business’s most complex problems with one easy-to-use, centralized platform.** **If you’ve never seen what it looks like to manage an entire business on one screen, you’ll definitely want to be there 😉** **DO NOT REGISTER HERE, YOU NEED TO REGISTER IN THE FOLLOWING LINK:** https://www.odoo.com/r/gQWv

​Your OpenClaw is running. It replies. Maybe it's done a few things you've asked it to. ​Now make it genuinely useful. **NOTE: Registration invalid on meetup. Please register on here for a valid ticket: [www.giveago.co/register/openclaw2](https://giveago.co/register/openclaw2)** ​This is the second day in the OpenClaw series. We're going deeper: memory that actually persists across conversations, a knowledge base it can draw on, skills that connect it to the tools you already use, and workflows that handle a whole process end to end. These are the things that turn an interesting agent into something you actually rely on. ​Self-directed, table-group format. You work at your own pace, in your own direction, with people around you doing the same. ​**What we'll work through together** * ​Memory architecture: short-term, long-term, episodic and how to set them up properly * ​Knowledge bases: connecting your own docs and notes so the agent can draw on them * ​Good skills to add: which integrations are worth the effort (Notion, email, calendar, GitHub) * ​Giving access to tools: MCP, APIs, function calling * ​Proper workflows: multi-step, conditional, handling a whole process and not just one message * ​Sandboxing: running actions safely without breaking things or leaking data **NOTE: Registration invalid on meetup. Please register on here for a valid ticket: [www.giveago.co/register/openclaw2](https://giveago.co/register/openclaw2)** ​You don't need to have come to Event 1. If you have OpenClaw running, you're ready for this. ​Bring a laptop. Bring your OpenClaw running. ​**Run of show** ​🕙 11:00 Doors open, coffee 💬 11:30 Where is everyone at: quick round the room 🚀 12:00 Build time 🍕 13:00 Lunch 🛠️ 13:45 Back to building 🖥️ 15:30 Share what you've connected 🔚 16:00 Close *** ​**Series Partners** [Browser Use](https://browser-use.com/?utm_source=luma) is the open-source framework for web browser automation with AI agents. If your agent needs to navigate the web, fill forms, or extract information from any site, Browser Use is how you wire that up. ​[Bronto](https://bronto.io/?utm_source=luma) is the logging layer for the AI era. It gives engineering teams unlimited log retention, millisecond search, and AI-powered troubleshooting without the cost blowout of legacy observability tools. [Tensorix](https://tensorix.ai/?utm_source=luma) is the radically simple platform for private AI inference. Access MiniMax-M2.5, GLM-5, and open-source models. Trusted by Finance, Healthcare, and Government orgs where compliance is non-negotiable. ​**Community Partner** ​\*\*[Wolfpack Digital](http://wolfpack-digital.com/?utm_source=giveago&utm_medium=live_event):\*\* Award-winning web and mobile product studio with teams in Dublin and Cluj-Napoca, working with clients from early-stage startups to global brands. ​**Community** [Give(a)Go](https://giveago.co/?utm_source=luma) is a Dublin-based builder community running hands-on events for ambitious people who make things. 30+ events. 1,000+ attendees. Partners include PostHog, LangChain, ElevenLabs, HubSpot and Windsurf. One rule: learning by building. **NOTE: Registration invalid on meetup. Please register on here for a valid ticket: [www.giveago.co/register/openclaw2](https://giveago.co/register/openclaw2)**

A relaxed belly dance-inspired movement session in Dublin city centre. This class is an accessible movement practice designed to support wellbeing, posture, and gentle full-body fitness. We work from simple foundational movements and focus on: ✨ Core strength and stability ✨ Posture and body alignment ✨ Hip, lower back, and leg mobility ✨ Coordination and balance ✨ Body awareness and relaxation No experience is required. This is an open-level session where we explore movement in a simple and supportive way, without performance pressure. The focus is on how the body feels, not how it looks. *** ## Social & Community After the session, you are welcome to stay for a coffee or lunch nearby in Dublin city centre. A relaxed way to connect and enjoy the weekend. *** 📍 Mind the Step Café, Dublin City Centre 🕛 Saturday 12:00 PM 💶 €10 contribution towards studio rental (class itself is free)

📚Reading books and discussing them are two distinct experiences! Conversations about books and sharing insights help us better appreciate literature and enrich our lives. [Instagram](https://www.instagram.com/dublinersjoysofreading) Let's grab a drink (alcoholic or non-alcoholic) and discuss books we're currently reading or have recently enjoyed—whether poetry, fiction, or non-fiction. Bring your physical book or e-reader. There's no formal structure or agenda—just books and good conversation.💬 It's a perfect place to get book recommendations and rediscover your reading momentum if you've hit a slump. We welcome readers of all backgrounds and interests! ⚠️**Something Happened?** If something unpleasant happened to you, it may happen to others. Even if it seems minor, don't hesitate to reach out to me. 🔍 **How to find us?** * When I reach the venue, I'll leave a comment in the meetup where the group is seated. Normally, the booking is in my name, so you can ask the staff for the group. * If you're unable to find us, leave a comment in the meetup page. I'll be able to guide you. We highly encourage you to move between tables and strike up conversations with fellow book lovers. These discussions about literature and reading recommendations are often the highlight of the event! As an organizer, I'm always looking for feedback about the event and suggestions for new events, so feel free to suggest ideas to me. 💡 I look forward to seeing you all! 😊

During social tennis, you’ll play several matches and rally, meet new people… and play a wide range of playing abilities with those who have played tennis before! It is suitable to all players but if you have not played before, please consider joining at least a few group lessons before considering social tennis… 😊 ~ NEXT STEPS: 1 - SEND PAYMENT via Revolut https://revolut.me/liam_ellis 2 - Send the lesson date and time in your payment message on Revolut or via WhatsApp ~ ⚠️ IF PAYMENT IS NOT SENT, your place may be given to someone on the waitlist… REFUNDS ARE AVAILABLE up to 48 hours before a session - but to qualify: first cancel on Meetup and then WhatsApp me to confirm you have done so on time… ~ Please join my group chat for social tennis below 👇 Https://chat.whatsapp.com/G60iuOQFYm3E6p5yogUo21?mode=ems_copy_t

🔐 **Hack and Chill – Weekly Meetup** 🔐 📍 **Tog Hackerspace** \| 🕖 **Fridays, 7–9 PM** *(Except the first Friday of the month – we’re at 2600 Dublin then!)* Are you into cybersecurity, hardware hacking, or just love the hacker mindset? Bring your laptop, your curiosity, and your latest digital mischief to our chill Friday night sessions. No talks, no pressure — just hacking, learning, and chatting with like-minded folks in a relaxed space. 💻 BYO projects, hacks, and war stories ☕ Tea, tools, and toggers provided 💬 New faces always welcome Come hang out. We don’t bite — unless you’re a vulnerable service. https://www.tog.ie/2025/08/new-weekly-group-night-hack-and-chill/

We are delighted to be bringing our Repair Café back to [Stoneybatter Festival](https://stoneybatterfestival.ie/) this June. Tog Hackerspace will be joining the 10th Stoneybatter Festival with a community Repair Café, giving people a chance to bring along broken household items and work with our volunteers to see if they can be fixed. Do you have broken items at home, small appliances, toys, electronics, household bits and pieces, or something that just needs a bit of care? No need to throw them away just yet. Bring them along, and our volunteer fixers will do their best to help. We will have tools, materials, and a team of people who enjoy opening things up, figuring out what went wrong, and sharing repair skills along the way.  ## Key Info **What:** Repair Café at Stoneybatter Festival **When:** Saturday, 20 June 2026, 2 pm – 6 pm **Where:** Aughrim Street Scout Group, Dublin 7 **Tickets:** Free, booking via Eventbrite **Book here:** [https://www.eventbrite.ie/e/repair-cafe-stoneybatter-festival-by-tog-hackerspace-tickets-1989820913918](https://www.eventbrite.ie/e/repair-cafe-stoneybatter-festival-by-tog-hackerspace-tickets-1989820913918) ## What can you bring? You can bring along small broken items such as: * Small electrical appliances * Electronics * Toys * Lamps * Household items * Other bits and pieces that might be repairable Safety testing for electrical items will be available. Please note that we may not be able to fix everything on the day, but we will do our best to diagnose the issue, suggest next steps, or point you towards parts or recycling options where needed. ## What is a Repair Café? A Repair Café is a community event where people bring broken items and work with skilled volunteers to try to repair them. It is about keeping useful things out of landfill, saving money, learning practical skills, and having a bit of fun along the way. At a Repair Café, you can: * Learn how things work * Pick up practical repair tips * Meet people interested in sustainability and making * Give your broken items a second chance Stoneybatter Festival is a brilliant celebration of local community, culture, creativity, food, music, and sustainability. We are very happy to be part of it again and to bring some repair energy to the weekend. So dig out those broken treasures and join us in Stoneybatter on Saturday, 20 June. Let’s see what we can fix together.

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**Abstract:** Motivated by the challenges of detecting extremely rare failures in sophisticated circuit design specifications, we study the problem of efficiently identifying multiple disjoint regions of interest (ROIs) — regions of a continuous, high-dimensional parameter space where a complex, expensive-to-evaluate target function falls below or above a pre-specified threshold. We reframe this problem as a Bayesian sequential decision-making problem and, more broadly, as an instance of strategic agent behavior in continuous spaces: an agent that must allocate a hard evaluation budget intelligently, updating its belief about the unknown function after each observation and choosing the next query to maximize coverage of all disjoint failure regions rather than convergence to a single optimum. This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1](https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1) Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require first and last names of those who RSVP'd by Jun 11. Please take the main elevators at the center of the Mart. Attendees will then present their IDs when they arrive at the front desk on the 18th floor.

Welcome to Drunken Philosophy, a casual, curious, social discussion club. Come grab a drink and a seat at The Oracle. **Optional topic for this meetup: Where is everybody?** In 1950 the physicist Enrico Fermi was talking about aliens over lunch and asked a question that still has not gone away: if the universe is so vast and so old, and even a fraction of those billions of stars have planets, where is everyone? By the numbers the galaxy should be crowded with civilizations. Instead we look up and hear silence. That gap between "they should be everywhere" and "we see no one" is the Fermi Paradox. One of the most unsettling answers is the idea of a **Great Filter**: somewhere on the road from dead chemistry to a galaxy-spanning civilization, there is at least one step that is almost impossible to get past. Maybe the filter is behind us. Maybe life starting at all, or simple cells becoming complex, or intelligence ever evolving, is the freak accident, and we already cleared the hard part. Or maybe the filter is ahead of us, and advanced civilizations reliably wipe themselves out before they spread. Here is the part that messes with people. If we ever found life somewhere else, even pond scum on Mars, most people would call it the greatest discovery in history. But it might be the worst possible news. It would mean life is common, the early steps are easy, and the hard step is still in front of us. So the eerie silence overhead might actually be the best sign we could ask for. **Questions to wrestle with:** * Is it better to be alone? Would you rather we find alien life and learn we are not special, or find nothing and quietly improve our odds of surviving? * Where do you bet the filter sits, behind us or ahead of us, and why? * If it is ahead of us, what is it? Nuclear war, climate collapse, AI, something we cannot even picture yet? And can we do anything about a filter we cannot see coming? * Two principles pull opposite ways here. The principle of mediocrity (the Copernican principle, Sagan's "no privileged place in the universe") says we are ordinary, so what happened on Earth probably happened everywhere, which makes the silence scream louder. The anthropic principle says of course we find ourselves somewhere life was possible, since we could not observe anything else, so our being here may say almost nothing about how common life is. Which lens do you trust, and does the silence still demand an answer once you account for observer selection? * And if we did confirm life out there and had to accept we are not special, what would that do to belief in a higher power, and would shedding (or keeping) that belief help or hurt our odds of pulling together as one species? * Does any of this change how you live, or how humanity should be spending its time and money right now? As always the prompt is optional. Come for the conversation, stay for the drinks, and bring your own questions.

Communication is everything in life! Attend this free lecture about how to be a better communicator. 📍 1266 Dublin Road, Columbus, OH 43215 You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio For more information, contact Rhiannon, the Event Host at 614-221-5024

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).