Machine Intelligence

This is our first ML Dublin Meetup for quite a while now and we are delighted to be partnering again with Bank of Ireland. This meetup is part of Dublin Tech week and hosted in the Bank of Ireland branch in the Grand Canal area (beside the Bord Gais Energy Theatre). **AI Economy Ireland** (evening event focused on Ireland’s evolving AI economy, innovation, and ecosystem). We kick off at 4.45pm and finish up at 6.45pm. We will have speakers from IBM and from Trinity College: **Dr Baidyanath Biswas** is an Associate Professor in Business Analytics at Trinity Business School. Before joining Trinity, he was an Assistant Professor at the DCU Business School, Ireland. Baidyanath's research focuses on business analytics, cybersecurity and IT risk management. His work has appeared in several reputed management journals. Baidyanath is passionate about teaching and has teaching experience at the undergraduate and masters levels. Before joining academia, Baidyanath worked for nine years with Infosys and IBM as a mainframe and DB2 specialist. He will present the key findings from the recently published report (in collaboration with Microsoft): AI Economy in Ireland 2026, AI Adoption Index: Benchmarking and Impact Places are limited to 70 and will be on a first come first served. If you do secure a spot but then find that you cannot make it, please update your RSVP so that the spot can go to someone on the waiting list.

For our next Tog Science Fiction Book Club, we’ll be reading *Camp Concentration* by Thomas M. Disch. First published in 1968, this dark and thought-provoking novel blends science fiction, politics, and satire. Set in a dystopian future, it explores imprisonment, intelligence, power, and the cost of human progress. It should give us plenty to chat about on the night. We’ll be meeting **in person** at **Tog Hackerspace** on **Tuesday, 28th of April at 7:30 pm**. Whether you’ve read the whole book, only started it, or just want to listen in, you’re very welcome to join us. Our book club is always open to new people, and it’s a great way to discover new science fiction and meet fellow readers. **Book:** *Camp Concentration* by Thomas M. Disch **Date:** Tuesday, 28th April **Time:** 7:30 pm **Location:** Tog Hackerspace Come along for sci-fi, discussion, and good company.

Log4j vulnerabilites and North Korean (allegedly) hackers infiltrating Flutter MacOS apps. Meet ReversingLabs' Kadi McKean and Frithjof Hoffmann for DubJUG 266 on Tuesday 26th May for an intriguing night of software security stories. As Kadi will demonstrate, simple stuff that has gone so wrong, you'll wonder how these companies, well... got it so wrong! FULL DETAILS & OFFICIAL BOOKING >>>>> [https://ti.to/dublin-java-user-group/266-kadi-mckean-frithjof-hoffmann](https://ti.to/dublin-java-user-group/266-kadi-mckean-frithjof-hoffmann)

**Free meetups for Rebels of all kinds, since 2013.** Casual networking events with occasional fireside chats from founders, creators and successful business owners. No formal agenda, or dress-code (please wear something though). Drinks sold at the bar. This event is free thanks to our partners, volunteer hosts and our generous hosting venue. **More than just meetups...** Rebellious Co provides everything entrepreneurs & business leaders need on their journey through an ecosystem of services. Primarily accessible via our membership, you can access a global community with game-changing benefits plus partnered services to help you start & grow your business from zero to one and beyond. **From Suits to Scaffold - The Vulnerability of Leaving Comfort Behind** with **Laura Colleran,** founder of **Joblar.** Laura left a secure, 14-year corporate career spanning the UK, Middle East, and Ireland to modernise recruitment in one of the most traditional, male-dominated sectors in the world of construction. We’re creating a warm, open space to explore the identity shifts, the psychological friction, and the concrete walls of resistance that founders face when leaving stability behind. No filters. Just real conversation from someone who survived the trenches. \>\> [More on benefits & joining here](https://www.rebelliousco.org/membership/) <<

Welcome to learn and discuss Linux & c++ topics on Tue 26.5. Aayush Sahay (Lead Developer, Travel Department) gives first a lightning talk on Unifying CLI Tools for 4 Different Linux Distributions. When you like BAT & TMUX and want them with identical personalized CLI views on Arch, Fedora, Ubuntu & Debian, you end up in a jungle of package managers, naming differences, version challenges and automating needs… Aayush will discuss how he is navigating this and also wants to hear other suggestions. https://aaysah92.github.io/ Next we hear from Tamás Boros (Graphics c++ dev and performance engineer) on Graphics compatibility layers on Linux. Lately Tamás has been living in the world of mobile and consoles, focusing on how to bridge the gap between heavy-duty rendering and portable hardware. Whether you are a beginner or an experienced Linux/c++ enthusiast, you are very welcome to join. This event is a joint meetup between Dublin C++ User Group, Linux Developers Ireland and Dublin Linux Community. Please RSVP in one of the 3 meetup groups, so we know the seating needs beforehand. The program will start at 7pm, in the Abbey room of the Camden Court hotel, where we can also quench our thirst before and after the talks in the bar next to the room. See you on Tue 26.5.! Please note: \- There is no free food/pizza served at this event\. \- We plan to take a few photos at the event\. \- This event is in Dublin city center and there is no free parking\.

Hello Everyone, For this event, we'll have a collaboration with the Linux Developer Ireland meetup. IMPORTANT: We had to change the venue for this one 200 meters. It is now the Abbey room at the Camden Court hotel. There is a bar next to the room for drinks before and after the talks. You can find the details and sign up here: https://meetu.ps/e/Q0Lgz/sZHJs/i As always, you can watch past events videos on our peertube channel: https://indymotion.fr/c/cppdug/videos And join the chat on matrix: https://matrix.to/#/#cppdug:gitter.im See you there

It's been said that knowledge is knowing that a tomato is a fruit, but wisdom is knowing **not** to put it in a fruit salad. How do we reckon the difference between knowledge and wisdom? Is it possible to have one without the other, or does one depend upon the other? Does wisdom always arrive with age? Is more and more knowledge of any value in our post-information culture? Consider these and other questions at Socrates Cafe in Dun Laoghaire; buy a drink at the bar and add your voice, your point of view, to this important conversation.

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.

**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

**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

### 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! 🎉

Most people use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless. But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context. In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one. We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows. No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with. **What you’ll learn:** * Why “better prompting” is really about better context * How to structure requests so AI gives more useful answers * How to use examples, constraints, and output formats * How to iterate when the first answer is not good enough * How these skills connect to more advanced AI workflows This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI. 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.

**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/

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.