Artificial Intelligence Machine Learning Robotics

Hi All, The feedback was: More best practices! More code! Less slides! And here we go ... Building on the success and momentum of the first meetup this year (in/with ServiceNow), we are doing our second Practitioners Day! Brian Kelleher (CEO @ MicroDoc) is back and will talk about agents which iterate and check their own work in the cloud when certain conditions are met (e.g. new sentry issue, new user email, new PR). I will do another no-slides/just-code session and will probably demo Github speckit (an opinionated Spec-Driven Design framework). This time we are hosted by UCD. We will be in the brand new O'Connor Centre for Learning (Room L1.03). The agenda for the evening will be ... * 18:00 - Doors open. Pizza and Drinks - All * 18:30 - Welcome - Roland * 18:45 - Making Agents work for you - Brian * 19:30 - No slides. Just code - Roland * 20:00 - Wrap up. More mingling - All Hope to see you then and there. Regards ... Roland

How do you scale an AI startup from an initial idea to an enterprise-grade solution? Hear from the Snowflake Startup Program team and a cohort of founders who are leveraging Snowflake to transform complex data into intelligent, scalable products **Snowflake for Startups Program** **Ryan Lieber** Ryan Lieber will introduce the Snowflake for Startups Program, which provides several initiatives (e.g.,Startup Package, Startup Program & Cortex REST API) focused on supporting early-stage companies from a financial, technical and co-marketing perspective as they look to build their businesses on top of the Snowflake AI Data Cloud. Learn how the program supports startups with technical enablement, go-to-market guidance, and direct access to Snowflake’s ecosystem to help scale innovative AI and data-driven products. **From Program to Agentic AI: Building Enterprise Context** **Ekai** How do startups move from the Snowflake Startup Program to delivering high-impact AI solutions for major industries? In this session, the leadership team at Ekai will share their journey of building enterprise AI products powered by Snowflake. They will explore how they tackle one of the biggest challenges in AI: Enterprise Context. You’ll learn how Ekai developed an AI Backbone that transforms fragmented enterprise data into intelligent, agentic AI systems, along with the technical and commercial strategy required to scale across industries such as manufacturing and media. **Unlocking the 80%: Turning Unstructured Data into Governed AI Intelligence** **EmergeGen** Enterprise AI doesn’t fail because of the models. It fails because 80% of critical enterprise data - including contracts, PDFs, and emails - remains unstructured, ungoverned, and inaccessible to decision-making systems. In this session, EmergeGen, a Snowflake Native App, will demonstrate how organisations can unlock this hidden intelligence. Using ontology-based reasoning, EmergeGen converts messy unstructured data into governed, analysis-ready intelligence without data leaving the Snowflake environment. **Key Highlights** * Native Integration - Build a governed intelligence layer directly inside the Snowflake Data Cloud * Beyond the LLM - Use ontologies to make AI systems explainable and trustworthy * Real-World Impact - Case studies from MSD Partners (Private Credit) and 101 Logistics **Speakers** Ryan Lieber - Snowflake Startup Program EMEA & AJP Tero - Chief Commercial Officer, Ekai Hussnain - AI Architect, Ekai Allan Beechinor - EmergeGen **Event Schedule** 📍 26 March 18:30 - Ryan Lieber, Snowflake - Introduction to the Snowflake Startup Program 18:45 - Ekai - From Program to Agentic AI 19:10 - EmergeGen - Unlocking the 80%: Unstructured Data to Governed AI **Food & Drinks** Food and drinks will be provided during the event.

This month, we're venturing over to GONG HQ to her two talks from staffers SDE Vanja Tesin, and Senior Engineering Manager Anthony Brady. DETAILS & OFFICIAL BOOKING >>>>> https://ti.to/dublin-java-user-group/264-gong-hq Check your schedule first (it's not cool to not show!) ## **Talk 1:** GONG & Agentic AI Tools Gong built an agentic AI solution called Claude Code to help developers work more effectively across its complex microservice architecture of over 100+ repositories. Using a multi-agent system with specialised rules, skills, and subagents, it automates development tasks and reduces time spent on research and context switching. The result is faster development and better pattern compliance, reducing complex tasks from days to hours. Join Vanja Tesin to discover how. ## **Talk 1:** **Resilience in Microservices** In the distributed landscape of modern backend architecture, the question isn’t if a service will fail, but when. Without robust fault tolerance, a single latent dependency can trigger a cascading failure across an entire ecosystem. Anthony's talk will focus on how Gong overcame some of those challenges and how they are implementing resilience utilising patterns such as Circuit Breakers, Rate Limiters and others to maintain stability and provide graceful degradation even when downstream services are under duress.

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.

**Hands‑on. In‑person. Powered by AI.** 𝐈𝐌𝐏𝐎𝐑𝐓𝐀𝐍𝐓: To confirm your participation, please complete the registration form (ONLY 50 places available - First-come-first-serves): 👉 https://lnkd.in/etEJ5Pyi 𝐀𝐥𝐬𝐨, 𝐲𝐨𝐮 𝐧𝐞𝐞𝐝 𝐭𝐨 𝐛𝐫𝐢𝐧𝐠 𝐲𝐨𝐮𝐫 𝐥𝐚𝐩𝐭𝐨𝐩 𝐭𝐨 𝐛𝐞 𝐚𝐛𝐥𝐞 𝐭𝐨 𝐩𝐚𝐫𝐭𝐢𝐜𝐢𝐩𝐚𝐭𝐞 𝐨𝐧 𝐭𝐡𝐞 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩. Join us in Dublin for GitHub Copilot Dev Days, a global, community‑led initiative by Microsoft designed to bring hands‑on learning experiences to developers everywhere. Whether you're a student, professional, or part of a startup, this event will help you level‑up your developer workflow using GitHub Copilot and the latest AI‑assisted development practices. This in‑person session is part of a worldwide program running March 15 – April 30, 2026, where community groups host local editions with direct support from Microsoft. You’ll get access to high‑quality technical content, a guided workshop, and opportunities to connect with fellow developers in Ireland. 🚀 **What to Expect** * Opening Talk: Learn how GitHub Copilot accelerates development, improves code quality, and enhances team productivity. * Hands‑On Workshop: Bring your laptop and follow along as we dive into real coding scenarios powered by Copilot. * Community Networking: Meet other developers, share experiences, and explore the impact of AI on modern software engineering. * Swag (limited): Stickers and other goodies may be available, depending on Microsoft’s community distribution. * Free Attendance: This event is 100% free for all participants. See you there.

**Code Apps**: Leveraging AI to build code-first custom web apps that live natively within the Power Platform **Malachy Keaveny:** Malachy is a D365 Senior Technical Consultant at Codec, where he leads a team of consultants on large scale Power Platform implementations. **Microsoft Fabric:** From ingest-to-insight: End-to-end data engineering, including AI-assisted Power BI reporting. **Sara Boukob:** Sara is a senior Data Engineer at Codec, currently leading the delivery of a data and analytics platform through an Azure Landing Zone and Microsoft Fabric

**Speaker:** Mick Cooney Survival analysis is a statistical method for analyzing the expected duration of time until an event occurs. In this one-hour talk, we will walk through the application of survival analysis to life insurance policy lapses, starting from foundational concepts and moving toward Bayesian modeling approaches using Stan. We will begin by setting the scene with a practical example: the impact of the 2008-2011 credit crisis on Irish life insurance. This provides a backdrop to introduce core survival analysis concepts, including censoring, truncation, survival functions, and hazard functions. Next, we will review classic approaches to modeling survival data. We will cover the non-parametric Kaplan-Meier estimator, discuss standard parametric models, and examine semi-parametric methods like the Cox Proportional Hazards model. The second half of the talk will focus on Bayesian survival analysis. Using R and Stan, we will demonstrate how to construct Bayesian models for time-to-event data. We will step through the process of assessing model fit and discuss strategies for improving model performance, focusing on handling right-censored data and quantifying uncertainty. This session provides an overview for practitioners interested in applying both traditional and Bayesian survival analysis techniques to their own data problems.

🚀 A one day build sprint at the frontier of AI agents & sandboxes Every time an AI agent writes code, it needs somewhere to run it. A real computer. Isolated. Fast. Disposable. Until recently, spinning one up took minutes. Daytona does it in under 90 milliseconds. That changes what is possible. **Registeration required on [luma page](https://giveago.co/register/hackspring).** **Please register here to confirm your post: [www.giveago.co/register/hackspring](https://giveago.co/register/hackspring)** On March 28th, we are bringing together Dublin’s most ambitious builders to explore what happens when you give AI agents fast, isolated compute and let them loose on real problems. *** # 🧠 What You Will Build **Design AI agents that demonstrate** * Sharp reasoning * Independent decision making * Safe execution in isolated sandboxed environments * Real world impact A sandbox is an isolated compute environment. A full computer spun up on demand where an agent can run code, browse the web, access files, execute workflows and disappear instantly. This is the infrastructure underneath tools like Claude Code, Codex and Browser Use. It is how serious agent systems run safely in production. *If it involves agents doing real work in the world, sandboxes are how you make it reliable and fast.* ✨ Every builder receives Daytona credits. 🏆 Top three teams earn thousands of dollars in compute. *** **Please register here to confirm your post: [www.giveago.co/register/hackspring](https://giveago.co/register/hackspring)** ## **Project Ideas:** * **Self-Evolving Agent** Spawn hundreds of agent variants in parallel, mutate prompts/tooling/memory, benchmark performance, and keep only the strongest. Darwinian selection for reasoning systems. * **Parallel coding agents** with full context on your codebase and all dependencies pre-loaded, running experiments simultaneously with different parameters and returning results fast. * **Research pipelines** that spin up isolated environments per experiment, run them in parallel, and aggregate outputs without any one run contaminating another. * **Evolutionary Fine-Tuning Lab** Run hundreds of fine-tuning jobs with varied hyperparameters and datasets in isolated sandboxes. Automatically rank, kill, and respawn better-performing models. *** ## What the day looks like 🕚 11:00 AM Doors open ⚙️ 11:30 AM Intro to Daytona and sandbox primitives 🚀 12:00 PM Hacking begins 🍕 1:00 PM Lunch 🛠️ 1:30 PM Back to building 🖥️ 4:45 PM Demos and judging 🏆 5:30 PM Awards and close Bring your laptop, an idea, and something you’ve been wanting to automate. **Please register here to confirm your post: [www.giveago.co/register/hackspring](https://giveago.co/register/hackspring)** ## About Daytona **[Daytona](https://daytona.io)**: Daytona builds the compute infrastructure that AI agents actually need: sandboxes that launch in under 90ms, fork into parallel branches, and snapshot mid-execution. Their customers include LangChain, Browser Use and more. This is the tech underneath Claude Code, Codex and every serious agentic tool running the cloud today. ## Venue Partner ​​\*\*[Baseline](https://baseline.community/)\*\*: An independent community and fund for early-stage founders in Ireland. They write €100K first checks to technical founders, backed entirely by private investors. Looking for your first check? these are the people to be in a room with. ## Join the Community **[Give(a)Go](https://giveago.co)** is a Dublin-based builder community running hands-on technical 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. **Follow us on: [LinkedIn](https://linkedin.com/company/giveago) \| [Instagram](https://instagram.com/giveago) \| [Website](https://giveago.co) \| [GitHub](https://github.com/giveago)** > ***We’ll be taking photos and short video clips throughout the day for recap posts and marketing. By registering, you consent to being included. If you prefer not to appear in any photos or videos, just let one of the hosts know when you arrive*** **Please register here to confirm your post: [www.giveago.co/register/hackspring](https://giveago.co/register/hackspring)**

My name is Aurelie and I'm graduating with an MSc in Artificial Intelligence from the University of Limerick. I run monthly **machine learning** and **deep learning** tutorials in Dublin with a small group of people. \*\*In this tutorial, we will build an end‑to‑end object detection workflow using the **DETR** model from Meta AI, powered by **Hugging Face Transformers** and **PyTorch** based on a Hugging Face tutorial. We will use a small public dataset, walk through data preprocessing, fine‑tuning the model, evaluating performance, and finally running inference on a **new, unseen image** containing a similar object that was not part of the training set. You will receive a Jupyter notebook with clean, reusable code covering every step. No setup required beyond a laptop and a Google account to run everything in Google Colab. **The tutorials are limited to 15 participants and you can reserve your spot either here or by emailing aureliem219@gmail.com. Please make sure to book as soon as possible, as the registration count on Meetup does not guarantee availability.** **For more information about the tutorials:** * The tutorials are interactive and will be conducted using **Jupyter notebooks** on **Google Colaboratory** (a free, cloud-based platform that lets us write and run code directly in the browser). While **Google Colaboratory** is free to use, tasks that require more computational power (such as training deep learning models) may benefit from GPU access. In that case, Google offers a once-off payment for around €10 which can last several months depending on your usage. Some familiarity with **Python** or other programming languages is helpful but not required. Everyone is welcome to join and learn at their own pace. * The tutorial lasts for 1.5 hours. * During the tutorial, I share the Jupyter notebook with participants so they can keep it for future reference. We go through the notebook step by step together and I do my best to answer any questions along the way. * The notebook includes the complete code from data preparation to model training and evaluation. It can be reused or adapted for your own business needs or personal projects * We will be working with a variety of **Python** libraries including **Scikit-learn**, **PyTorch**, **TensorFlow**, **Keras**, **Seaborn**, **Pandas** and **Matplotlib** and the **Hugging Face** framework. These tools will help us explore different machine learning and deep learning techniques using publicly available datasets. * Each tutorial focuses on a different algorithm in depth. Topics covered include **linear regression**, **logistic regression**, **K-means clustering**, **decision trees**, **artificial neural networks (ANNs)**, **convolutional neural networks (CNNs)** for image classification, **object detection** and **natural language processing**. The goal is to break down each technique step by step, making it approachable and practical for real-world applications. This tutorial take place at the **Grafton Hotel, 32 Stephen Street Lower, Dublin 2** (We will be sitting in the lobby in the corner or on the right handside). It will run from **3 pm** to **4.30 pm**. **Grafton Hotel, 32 Stephen Street Lower, Dublin 2** * The tutorials are a high-level practical introduction to machine learning and deep learning and the emphasis on understanding how we process the data , train and evaluate a model with Python. We won't cover the mathematics behind it however some tutorials may have mathematical formulas as part of the algorithm explanation and some tutorials might have more complex data preprocessing as it depends on the datasets and the task we are doing. However the tutorials focus on the practical part! * *Payments need to be made in advance to secure your place and fees are non-refundable unless I need to cancel the event, in this case refunds will be made.*

Hi All, We are excited to invite you to another informative and coding session on Saturday morning. Come network with data enthusiasts, share ideas, projects, advance your analytics and programming skills. We recommend bringing a fully charged laptop. Agenda: 10:00 – 10:45 Building an actionable dashboard on short term rentals using Power BI by Henrique Ricardo and Krupa Patel 11:00 – 11:45 Tableau: Transform Your Data into Actionable Insights 11:45 – 12:30 Networking Curious about turning data into beautiful visual stories? Join our PowerBI and Tableau analytics technologies for a friendly, hands-on session perfect for beginners! We’ll guide you step by step—from connecting to your data and creating your first charts, to exploring simple dashboards and interactive visualizations. No prior experience needed—just bring your curiosity and a willingness to learn. You’ll pick up practical tips, see real examples, and leave ready to start creating your own data insights with confidence. Let Roman Golovnya know if you're interested in hosting the next event or presenting at future meetups. You can contact him via meetup messages or email [roman.golovnya@gmail.com.](http://roman.golovnya@gmail.com./)

**IMPORTANT! Please register at [Luma Page](https://luma.com/emp7l1m3)** ​Projector Global Community (by [Projector Institute](https://prjctr.com/en/about)) together with [RichardsDee](https://richardsdee.com/) invite you to our Practical Vibe Coding Club session. Who This Is For: This session is for product makers and builders who want a faster, more native way to go from idea to prototype in real time, and turn ideas into working experiences. No coding experience is required. This is about learning how to build, collaborate, and reiterate faster. What to expect: We’ll introduce the fundamentals of vibe coding, explore the tools that enable it, and set up a live working environment together. Participants will create a boilerplate project in Visual Studio Code using Vite + React, and learn how to move from concept to functional prototype. **Please come prepared with**: • A laptop • Visual Studio Code installed (**[https://code.visualstudio.com](https://code.visualstudio.com/)**) • A GitHub account (**[https://github.com/signup](https://github.com/signup)**) • Signed into both with your personal credentials About Speaker: **[Harshad Wadhwani](https://www.linkedin.com/in/harshad-wadhwani/overlay/about-this-profile/)** Senior UX Designer at Microsoft. Over the past year, Harshad has been deeply exploring vibe coding, moving beyond traditional design tools and into real time, code based collaboration with stakeholders. Recently, this has included experimenting with workflows that don’t rely on Figma at all, focusing instead on shared prototyping environments and live co-creation in code. Outcome: You’ll leave with a working project setup, a clear understanding of vibe coding workflows, and a new mental model for building and prototyping collaboratively with teams. Session Flow (Approximate) • 10 mins — Meet & greet • 15 mins — Harshad’s intro & framing • 60 mins — Setup & troubleshooting • 15 mins — Break • 60 mins — Explore, build, and experiment • 30 mins — Closing discussion & reflection

This group is all about hosting a monthly in-person book club right here in Dublin City! If you're into the book we're reading and want to chat about it with others, this is the perfect spot for you. We'll meet for about 1-2 hours, enjoy some drinks and/or food, and dive into the book of the month—sharing our thoughts, exploring themes, and swapping recommendations for future reads. We suggest a €2 voluntary contribution per person to help cover MeetUp fees (cash or Revolut works). See you there!

📚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! 😊

We will try to secure a table downstairs in the venue in order to keep the location consistent. New people who know nothing about Linux are welcome and encouraged to attend, please don't be shy. If you are new please feel free to approach one of the organisers, and we'd be only happy to help explain things as best as we can, we honestly don't mind and don't judge. We were new once ourselves :) Please note that in general, these are adult friendly meetups, therefore, we are not responsible for those under 18 in attendance. We may have events targeted at children in the future. As with any Meetup, please try to stick to your RSVP or change it to No if you can't come.

**First meetup of the Columbus AI Engineering group.** We’ll kick things off with a practical, beginner-friendly discussion on: **How LLMs like ChatGPT actually work — and how to build real applications with them.** We’ll cover: * what’s actually happening under the hood (at a high level) * why LLMs behave the way they do (hallucinations, prompt sensitivity, etc.) * how people are building real systems with them today * where things break in practice This will be a **short, informal talk (\~15–20 min)** followed by open discussion and Q&A. Whether you’re an engineer, builder, or just curious about how modern AI systems work, you’re welcome to join. No slides, no fluff — just real conversation about real systems. We’ll hang out afterward and get to know each other.

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).

Join us for an engaging panel discussion on **AI Agentic Coding** and how autonomous AI systems are transforming the way software is built. Experts in AI, software engineering, and developer tools will share insights on how agentic AI—systems that can plan, reason, and execute coding tasks—is reshaping modern development workflows. The discussion will cover topics such as AI-assisted development, productivity gains, challenges around reliability and governance, and what the future of software engineering may look like with AI agents as collaborators. Whether you’re a developer, tech leader, or AI enthusiast, this session is a great opportunity to learn, ask questions, and explore how agentic AI is redefining coding

**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 **Abstract** Web Forms gave .NET developers a powerful abstraction for building reusable UI controls long before design systems were a thing. Web Components finally bring that same idea to the browser natively. This session explores how the Web Forms mindset translates into Custom Elements, Shadow DOM, and HTML templates. We’ll examine how Web Components enable design systems that work across frameworks, how they differ from server‑driven controls, and why they’re becoming a foundational layer for modern UI. Whether you’re maintaining legacy apps or building greenfield projects, you’ll leave with a practical understanding of how to apply familiar patterns in a modern, standards‑based way. **YouTube Link** TBA

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

**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: Type Annotations with John Cassidy 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

**New Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)