FreeBSD

**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.

You'll meet your local guide at the meeting point a little before 11AM and show your booking. Then we'll commence a fascinating walking tour through the streets, sights, and sounds of Dublin old and new. You'll get an unrivalled insight to the history and culture that has shaped the capital you see today - warts and all, discover the lesser-known, intriguing oddities of our city, and get unique insider tips for the rest of your stay. Sites and topics covered include: Dublin Castle, Christchurch, Viking & Medieval Dublin, Temple Bar, fables, folklore and mythology, Trinity College, Stephen's Green, risings and rebellions, writers & rogues and so, so much more... please remember, places are limited and you must book your spot via: https://www.generationtours.com/dublin See you soon!

**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

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.

**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.

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

**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

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.

You'll meet your local guide at the meeting point a little before 11AM and show your booking. Then we'll commence a fascinating walking tour through the streets, sights, and sounds of Dublin old and new. You'll get an unrivalled insight to the history and culture that has shaped the capital you see today - warts and all, discover the lesser-known, intriguing oddities of our city, and get unique insider tips for the rest of your stay. Sites and topics covered include: Dublin Castle, Christchurch, Viking & Medieval Dublin, Temple Bar, fables, folklore and mythology, Trinity College, Stephen's Green, risings and rebellions, writers & rogues and so, so much more... please remember, places are limited and you must book your spot via: https://www.generationtours.com/dublin See you soon!

🔐 **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 at Freesalsa Ireland believe in growing the community, something our friend DJ Leo also believes in. Therefore, we are delighted to promote his weekly practice here on our Meetup for those of you looking to spend their Sunday in the best way. There will be a 60-minute lesson before social with the award-winning DJ Leo until 17.00. Prices stand at a very affordable: €5: Only Social or Only Class €5: for beginners class and social €7: for intermediate/improvers class and social. *Please note, class capacity is limited, so arrive early to be sure of a spot; first come, first serve. This is why we dance. To spend time with folks and have new experiences. You won't find a better group to do that with than this. See you all then.

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!

🚀 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)**

Main Library, Meeting Room 2B Join us for a welcoming evening of reflection, gentle music, and meaningful conversation. We’ll begin with a short grounding moment, followed by a brief reading from spiritual or philosophical traditions, and an open reflection circle where participants can share (or simply listen). Libera Animae is an interfaith community focused on inner growth, creativity, and authentic connection. All backgrounds are welcome.

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/

**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

Bienvenue! Columbus French Conversation group invites you to our Saturday morning French conversation club. Expect a casual and welcoming atmosphere in which to learn french! I will bring my laptop so we can look up new vocabulary as needed! The venue is a beautiful French restaurant so you can really get into the zone :)

**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

**💥 Join us THIS Saturday and EVERY Saturday!** **💥 At Columbus’ Hottest New Salsa Venue!** **.** Lincoln Street Salsa THIS Saturday and EVERY Saturday! 8 pm – 1 am **.** **💥 Gorgeously Renovated Studio!** **💥 Free Parking!** **💥 BYOB!** **💥 Easy Access from Highway!** **.** Lincoln Street Salsa 1717 Brice Rd Reynoldsburg, Ohio 43215 **.** **ENTRANCE IS ON THE NORTH SIDE OF THE BUILDING** **Behind Anthony’s Pharmacy!** **.** **PLEASE SHARE and help get the word out!** **.** **🟣 Salsa, Bachata, and Merengue Dancing!** **.** **🟣** 8:00 pm – 8:30 pm **𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻** **.** **🟣** 8:30 pm – 9:30 pm **𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝗗𝗮𝗻𝗰𝗲 Class!** **.** **🟣** 9:30 pm – 1 am **𝗢𝗽𝗲𝗻 𝗗𝗮𝗻𝗰𝗲 𝗣𝗮𝗿𝘁𝘆!** **.** **✅ Questions?** **Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/)** Or Text Todd: 614-774-8146 **.** **✅ No Experience Necessary!** **✅ No Partner Required!** **✅ Plenty of People to Dance With!** **.** **✅ $15 Cash / $16 Card** **✅ College Students $5 Off with Valid ID!** **✅ BYOB** **✅ Age 18+** **.** **✅ Lincoln Street Salsa is the perfect place for…** **.** **👉 Learning to Dance** **👉** Social Dancing **👉 Birthday Celebration** **👉** Bachelorette Parties **👉 Girl’s Night Out** **👉 Date Night** **👉** Getting Fit / Burning Calories **👉 Meeting New People** **👉** Having Fun, Fun, Fun! **.** ✅ **Questions?** Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/ "https://columbussalsadancing.com/") Or Text Todd: 614-774-8146 .

**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.