Machine Intelligence

**Hosted by Intercom’s Paul Vickers and Patrick Lindstrom** Join us at the Intercom Dublin office for an evening focused on the "Last Mile" of data engineering—turning solid infrastructure into immediate business value. Over the last two years, Intercom migrated to Snowflake and rebuilt our data foundations from the ground up, creating a trusted, high-quality layer of core data models. But we realized that great data is only useful if people can actually use it. In this session, the Intercom Data team will share how we are moving up the value chain—going beyond static dashboards to build intelligent, interactive tools that empower our GTM teams. **The Agenda:** **Breaking the SQL Barrier: Scaling Insights with Claude & Snowflake** Even with perfect data models, the "SQL Wall" often forces business leaders to wait in a queue for answers. We’ll demonstrate how we used Claude Code and Snowflake MCPs to remove this bottleneck, allowing non-technical users to query our Data Warehouse directly and create sharable artifacts of their analysis. See how we combined strict governance with an AI interface to turn "data tickets" into instant, self-serve answers. **From Insight to Action: Building 'Cockpit' on Snowflake Container Services** While chat enables exploration, some workflows require action. We will pull back the curtain on Cockpit, a full-stack application built by our Data Science team to help Relationship Managers optimize customer outcomes. Learn how we used AI-assisted coding ("vibe coding") to build the app and Snowpark Container Services to deploy it—proving that Data teams can build powerful software, not just reports. **From Idea to Real-Time Fraud Detection in Snowflake ML** In this session we’ll build a real-time fraud detection service end-to-end inside Snowflake. Starting from a natural language idea, we’ll use AI-assisted development to generate synthetic transaction data, explore patterns, and train an ML fraud model with Snowflake ML. We’ll then deploy it to Snowpark Container Services and expose a low-latency REST endpoint for live transaction scoring. You’ll leave with a practical pattern you can reuse for other real-time ML use cases such as credit risk scoring, real-time recommendations, or anomaly detection on operational data in Snowflake. **Location** Intercom office (near Stephens Green) **Event Schedule** * 6:00 PM: Networking with pizza and drinks * 6:30 PM: Breaking the SQL Barrier: Scaling Insights with Claude & Snowflake, Intercom * 7 pm From Insight to Action: Building 'Cockpit' on Snowflake Container Services, Intercom * 7.30 pm 10 minute break * 7.40 pm From Idea to Real-Time Fraud Detection in Snowflake ML, Max Zito, Snowflake * 8.10 pm Chats with drinks * From 9 pm More chats in a nearby pub

If you’ve had lessons before or have played for a few weeks or months, please join this lesson 🎾 Lessons work on a pay as you go system with each lesson costing €20 with your sixth lesson free, making it €100 for 6 lessons that can attend occasionally or weekly… Also, if you haven’t already join my group lessons WhatsApp group at the link below 👇 https://chat.whatsapp.com/CKXCPrOmQIcDepGYCZYZXu For more info on lessons, prices and equipment that you can borrow for free, click below 👇 Www.Ellistennisdublin.Com/info

### Highlights of Team’26 Anaheim + Special Guests As the excitement from Atlassian Team’26 in Anaheim, USA continues, we’re thrilled to invite you to a special in-person session in Dublin on May 27th, where Atlassian Community Champions and special guests will share the latest announcements, strategic insights, and real-world experiences directly from the event floor. This evening will go beyond product updates. We’ll explore how Agentic AI is already transforming the way engineering organisations operate, collaborate, build, and deliver software — moving from isolated AI chats to entirely new AI-native ways of working. **Event Details:** * Date: May 27, 2026 * Time: 5:30 PM – 8:30 PM * Location: 1 O'Connell Street Lower, North City, Dublin, D01 TX31, Ireland * Venue: TCube **🔥 Why You Should Attend:** This session is an opportunity to experience the key takeaways from Team’26 Anaheim without leaving Dublin. Whether you’re a CTO, engineering manager, architect, DevOps lead, Jira administrator, or technology leader exploring the future of AI-enabled organisations, this event will provide practical insights into how companies are adapting their workflows, teams, and delivery models around AI. We’ll discuss not only what Atlassian announced, but also what is already changing inside modern software organisations today. **Event Highlights:** * **“Team’26 Anaheim Updates”** – Rajeswari Pandyaram Key announcements, product direction, and strategic takeaways that will shape how teams work in the coming year. * **“Above the AI line”** – Natalia Yadav Every agentic tool touching your Atlassian estate is already reshaping human work. Below the line: discovery, analysis, draft comms, routine triage. Above it: judgement, governance, negotiation. Drawing on 15 years inside enterprise environments, from public sector cleanups to financial-services demand programmes, Natalia Yadav, CTO at VMotion IT Solutions, shares real field stories and a practical career compass for staying above that line. Student, engineer, CTO, or partner — the direction is the same.. * **“Agentic AI, Atlassian & the Future of Engineering Work”** – Frank Lapa A practical discussion on how the Agentic AI era is transforming software organisations, reshaping engineering workflows, accelerating delivery, and creating new AI-native ways of working using tools such as Atlassian, Rovo Dev, Cursor, Claude, ChatGPT, Figma Make, Cloud, and modern DevOps automation. **Key Speakers:** * Rajeswari Pandyaram – Atlassian Community Champion * Natalia Yadav - CTO at VMotion * Frank Lapa – Atlassian Community Champion **What to Expect:** * Welcoming Atmosphere: Designed to be inclusive and friendly, the event invites both newcomers and long-time Atlassian users to connect, learn, and share experiences. * Interactive Discussions: Expect engaging talks and opportunities to exchange insights with other professionals in the Atlassian ecosystem. * Exclusive Gifts & Treats: Attendees will receive The Atlassian DevOps Toolchain Cookbook and other official Team’25 merchandise while enjoying food, drinks, and surprises. **Why Your Participation Matters:** The Atlassian Community thrives on collaboration and shared learning. By attending, you’re not only staying ahead of the latest innovations but also contributing to a stronger local network of experts and practitioners helping shape the future of teamwork. **Reserve Your Spot:** This event is free, but spaces are limited! Reserve your ticket today and join us for an evening of innovation, inspiration, and community in Dublin. We can’t wait to bring the spirit of Team’26 Europe home to Dublin — see you there! 🎉

As part of Dublin Tech Week you are invited to a special edition of Dublin Dataviz! Instead of our usual speaker events, this evening will be a data visualisation workshop - a chance to get your hands dirty and get visualising some Irish data! No prior experience of any data visualisation software or coding is required. As places for this workshop are limited, we are charging a small fee of €5 to secure your spot - this will all be spent on pizzas on the night. Join us for what will be a great evening - with the inevitable pints in Arthur's bar afterwards.

This will be our first meeting. The idea is, for a peer support group. To talk about improving our ongoing health issues. Such as. Diabetes Type 1&2. Heart Health/Attack . Blood Pressure. Cholesterol. Preventing And Recovering from Stroke/s. And general well-being. There doesn't seem to be a place to have a coffee and a chat, with other people that have been through a significant event. In particular dealing with Chronic Pain from certain conditions. So the idea is just to have a suportive coffee chat, to talk about what it's like to have a lived experience and dealing with different types of difacult health issues. If the group takes off we will definitely do more of them. It'll be be nice to sit down and have a chat with other people who have been through similar stuff. To maybe support each other, and to help each other with the isolation that sometimes people can feel, that unless you've been through it, it's hard to understand. As the group progresses we will try and adapt to what comes up. And occasionally asked professionals to give advice on various help topics. As long as they're free or at the very least very-low and affordable cost. I personally myself I'm paying a small fortune in the chemist. They wouldn't give me a medical card. For having Diabetes. Just a long-term illness card.

The next Dub\|Sec meetup will take place in the Abbey Room of the Camden Court Hotel on May 27\, 2026\. We'll be there from 6.30pm. Our first speaker will start at around 7pm. **19:00 - Talk 1: The Invisible Thread: From Retail Data Breaches to Phone Scams.** by Vadym Melnychenko How “Zombie Systems” in local shops become digital back-doors, why this is happening, and what a more secure “Retail Fortress” approach looks like. **19:30 - Talk 2: Securing Originality - how do we protect the quality and authenticity of human thinking** by Kalyani Korpe As universities are scrambling to respond to GenAI use and students pushing back, how are organisations protecting human thinking. Original thinking is an asset that needs governance, the same way we govern systems and data. If you would like to speak at this event or at any future Dub\|Sec\, please email us at [info@dubsec.ie](http://info@dubsec.ie/)! Join us for some drinks, food and general chat about infosec. Everyone is welcome whether you’re a pro, an amateur or just curious about the field!

## Details The title of the event is a paradox! Read in silence and then discuss with like-minded folks! :-) 📝 **How does this work?** We will meet in the Bartley's Restaurant area from 7:00 PM to 8:15 PM for silent reading and followed up by discussion. **During silent reading, you're expected to remain silent and read.** Please bring your headphones and refrain from the discussion during the first one hour in the area. 👥 **Socialising** After an hour, at 8:15 PM, we'll discuss and socialize about the book you're reading. 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! Feel free to join at any point during the event. The event is indoors, hopefully, we can continue the tradition of the silent reading in the winter! **📌 Helpful Tips and Notes** * Bring headphones to block out surrounding noise * I will post a comment on the event page when I arrive to indicate where we're seated, so everyone can find us * If you prefer to skip the silent reading, you can join directly at the bar at 8:15 PM ⚠️**Something Happened?** If something unpleasant happened to you, it may happen to others. It may be small but don't hesitate to reach out to me. Looking forward to meeting you all 😊

If you’ve worked with LLMs, you’ve probably run into slow inference, out-of-memory errors, or hallucinations you couldn’t explain. There’s no shortage of resources on how transformers work, but most of them either ask you to build one from scratch or get lost in theory that doesn’t connect to the problems you’re actually facing. Transformers in Practice is different. We will give a complete practical view of how transformers work, from how they generate text to what’s happening inside the model to how it all gets optimized to run on real hardware. Interactive visualizations throughout let you see key concepts in action and build intuition that actually sticks. Here’s what you’ll learn: * **Model Behavior:** You’ll learn how LLMs generate text through an autoregressive loop, selecting one token at a time from a probability distribution. You’ll see how sampling parameters like temperature shape the output, why hallucinations happen, and how techniques like RAG, constrained generation, and chain-of-thought reasoning all work within this same loop. * **Model Architecture and Attention:** You’ll look inside the transformer to understand what attention is really doing, how positional encoding tracks token order, and how multiple layers and attention heads work together to turn an input sequence into a next-token prediction. * **Scaling and Deploying:** You’ll learn why GPUs are well-suited for transformer inference and where the real bottlenecks are. You’ll build practical intuition for quantization, KV caching, flash attention, and speculative decoding, including the tradeoffs each one introuces for cost, speed, and output quality. The minimum fee is to pay the venue and avoid no show and make this group of people sustainable in the long term

Welcome to an evening with IBM Research where we discuss AI, Agents, NASA and everything in between. An event hosted by **IBM Research** \- PyData Ireland is excited to be a community partner\. This is an inaugural **Open Source Science Dublin** meetup, where cutting-edge scientific research meets open-source technology, AI, and cloud-native infrastructure. ​ Expect **technical deep dives**, **cross-disciplinary conversations**, and (of course) **pizza** 🍕. For this first event, we’re exploring one of the most exciting frontiers today: **agentic systems for scientific discovery**, and how autonomous and semi-autonomous AI systems are transforming the way research is conducted, validated, and scaled. ​ You’ll see real-world systems in action, hear from both applied and research perspectives, and walk away with a clearer picture of how agents are moving from hype to scientific infrastructure. ## **Talks** ​**Accelerated Knowledge Discovery at NASA: Building an Agentic AI Research Companion** * **Speaker:** James Barry, Staff Research Scientist, IBM Research * **Description:** A practical look at NASA’s AKD platform: a chat-driven frontend orchestrating a multi-agent backend (planner + literature/data/code search) to turn questions into traceable, end-to-end scientific research—faster, more systematic, and with human oversight. ​ **Production-Ready AI Agents: Containerization, Sandboxes, and the LangChain Stack** * **Speaker:** Fabio Lorenzi, Staff Research Scientist, IBM Research * **Description:** Building secure, scalable AI agents for industrial time series analysis using isolated code execution, LangGraph for agent orchestration, and FastAPI for production deployment—bridging foundation models and real-world maintenance workflows. **Science in the Agentic Era: Structured Experimentation with *ado*** * **Speaker:** Michael Johnston, STSM, Discovery Systems; Manager, Next Generation Systems, IBM Research * **Description:** A research-first framework for agent-assisted discovery: *ado* encodes the problem space and experimental plan as schemas, enabling agents to propose and refine studies while keeping every run transparent, reproducible, and scientifically auditable.

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.

**To attend - you must register here:** https://luma.com/x59liyrs ​Join us for the inaugural **Open Source Science Dublin** meetup, where cutting-edge scientific research meets open-source technology, AI, and cloud-native infrastructure. Expect technical deep dives, cross-disciplinary conversations, and (of course) pizza 🍕. Talks: * **Accelerated Knowledge Discovery at NASA: Building an Agentic AI Research Companion** * **Production-Ready AI Agents: Containerization, Sandboxes, and the LangChain Stack** * **Science in the Agentic Era: Structured Experimentation with ado** We thank **PyData Ireland** and **Trinity College Dublin OSPO** for being our community partners for this event.

**Building Canvas Apps using AI with the MCP Plugin** Build Canvas Apps with AI—without premium licenses or code-first tooling. The MCP plugin gives makers an approach. Join me to explore what it can (and can't) do. **Andrew Taylor** works as Modern Workplace Development Manager with Copilot and Copilot Studio. He is a highly experienced software professional. **Bulk Operation Messages in Dataverse** This session explores how to efficiently work with bulk operation messages in Dataverse to process high-volume data scenarios. It focuses on leveraging messages such as bulk create, update, and delete, understanding their execution behaviour in the plugin pipeline, and designing plugins that can handle batched data safely and performantly. **Khoa Nguyen** is a Microsoft MVP

A casual meetup for people working or interested in GIS The goal is simple: meet people in the geospatial industry, exchange ideas, discuss projects, and grow the Irish geospatial community. No presentations. No pressure. Just good conversations. Whether you are a student, analyst, developer, planner, engineer, or just curious about maps and spatial tech — you are welcome. Bring: * yourself * project ideas * questions * interesting map stories

📚Reading books and discussing them are two distinct experiences! Conversations about books and sharing insights help us better appreciate literature and enrich our lives. 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! 😊

**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** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** https://youtube.com/live/BltmWMH1zG0?feature=share

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com