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🚀 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)**
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
11:00 – 11:45 Tableau: Transform Your Data into Actionable Insights by Mukesh Kumar
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./)
Let’s meet at Connolly Station and take the DART together to Dalkey. From there, we’ll walk through the village, head up Killiney Hill for stunning views, then go down to Killiney Beach.
We’ll stop for coffee and chats either halfway at the top of Killiney Hill (there’s a café nearby) or at the end near the beach. It’s a relaxed walk — no pressure to talk too much, go fast, or be social if you’re feeling quiet.
Well will be meeting at Connolly Station (meeting at Pret A Manger near the ticket machines) at 13:00, we will wait 10 minutes for everyone then taking the DART to Dalkey, we will be walking to Killiney Hill Car park and then starting and finishing at Killiney Train Station.
🎒 What to Bring:
• Walking shoes
• Travel card (Leap Card or ticket for DART)
• Water
• Layers or light jacket
• Anything that helps you feel comfy (headphones, snack)
• This walk includes a gentle hill. We’ll go at a calm pace.
• You can stay quiet or chat — whatever suits you.
• All welcome, especially if you’re new or prefer small, peaceful meetups.
We can go for a drink or cafe after it is up to you.
The event costs 5 Euros worth, helping make to more events, because it takes time and effort making this and I want to make everything perfect and safe
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!
Tired of casual chit chat with no connection among strangers? Looking for a new activity to pick up on weekends? Ready to get your body moving, sweating, and discover a new side of yourself you did not know you had? You are in luck, we have just what the doctor ordered!
Experience the wonderful environment that can only be had with the sound of Afro-Latin music. Learn to feel the rhythm and body movement of traditional Cuban Salsa, show off your moves with Sensual bachata, or simply come to have good craic and meet new folks! Class schedule as follows:
● **3 - 4pm**: Salsa class
● **4 - 5pm:** Bachata class
● **5 - 6pm:** Social Dance
● **VENUE**: Turk's Head 27 Parliament St Dublin 2
***Note***: *Meetup attendance list is not reflective of actual number of people that show up! Come with or without a partner and get ready to dance!*
Check our website for specifics on upcoming events: [https://www.dublinsalsabachata.com](https://www.dublinsalsabachata.com/)
📚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! 😊
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.*
### 🌸 What is Heartfulness Meditation?
Heartfulness Meditation is a simple and natural way to relax the mind, reduce stress, and connect with your inner self by bringing awareness to the heart ❤️. No prior experience is needed—just sit comfortably, close your eyes, and tune in to the calm within.
***
### 🌟 Why join us?
🧘♀️ Let go of stress & tension
🎯 Improve focus & inner balance
🌿 Experience peace and clarity
💛 Connect with like-minded people
☕ Enjoy tea, coffee, and light snacks after the session
📍 **Venue:** Wisdom Centre 🕊
Sophia Housing Street, 25 Cork Street, Dublin 8
**Eircode:** D08 YD91
📅 **When:** Sundays, ⏰ 9:45 AM – 11:30 AM
***
### 🕰️ Schedule:
🔸 **9:45 AM** – Arrive & settle in silence
🔸 **10:00 AM** – Guided relaxation & Heartfulness meditation 🧘♂️
🔸 **10:35 AM** – Reflection & sharing 💬
🔸 **10:50 AM** – Tea, coffee & light breakfast 🍵🥐
🔸 **11:30 AM** – Close
***
### 🌱 New to meditation?
Everyone is welcome—whether you’re completely new or already practice meditation. 😊
Feel free to reach out to **Akarsh** at 📧 **ie.secretary@heartfulness.org** or drop us a message on Meetup if you’d like to let us know you’re coming. We’d love to have you join us! 💛
The meaning of the word zen is meditation, zazen means sitting meditation. In zazen practice we begin to know ourselves, and to go beyond the limits of our personal ego. Within our tradition zazen is referred to as shikantaza, not doing, letting go of thoughts, dropping off body and mind. This sitting meditation is the focus of our practice. Language limits our ability to communicate the true nature of zen; it is something that is better understood
through practice. We are open to everyone interested in learning about zen.
Intro workshop for newcomers is available at 5.30pm each Sunday. The dojo is a sacred place and it is important to be considerate of everyone. We have many people that travel to practise together once a week or once a month. So for that reason it is really essential that we all know the structure of the sitting practise (when to sit, how to do Kinhin, the different bell sounds and their meaning etc), to ensure a silent, safe and meaningful meditation. And it's also great to meet everyone before the sitting practise. And answer any questions you may have.
We have zafus and zabutons (mats and cushions) for all to sit on. Chairs are available too.
Comfortable clothing for sitting, black or neutral tones best.
We greatly appreciate a donation of €5 to cover costs if it's possible for you.
Please arrive 10min before start so 6ish (if you're not doing the intro workshop).
You are very welcome to our dojo!
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.
Join us every Sunday and tell a story as a group by playing a beginner-friendly roleplaying game. Every week we have 2-3 different games. All materials provided and rules are explained at the start of each game, you just need to bring your imagination.
🎭 **This week's facilitators:**
* 🧑🚀 **Axel** with more sci-fi survival horror in *[Mothership](https://www.tuesdayknightgames.com/pages/mothership-rpg)*. In the Vagnerov Outback, at the fringes of known space, the freelance contractors of Spinward Solutions have been contracted to provide security and technical support for an archaeological dig on the New Moravia colony… But will they survive The Mountains of Mania?
* 🏘️ **Silvia** with *The Ultimate Hidden Truth of the World* \- a story\-focused\, rules\-light mashup of *The Quiet Year* and *FATE*, with a postapocalyptic hopepunk setting inspired by *The Year Without Sunshine* by Naomi Kritizer. The grid has gone dark. The internet is down. The delivery trucks have stopped arriving. But your little community is thriving. Play through four seasons of building something together at the end of the world.
* 🙊 **Filip** with a zero-stress *[Tales from the Loop](https://freeleaguepublishing.com/games/tales-from-the-loop-rpg/)* one-shot. Grab your walkie-talkies and lace up your Converse - we'll be playing "Great Bubblegum Crisis". Think *The Goonies* and *Stranger Things* as Saturday morning cartoons. You'll play as a tight-knit group of 80s kids trying to save the Friday Night Roller Disco from a spacesuit-wearing monkey armed with anti-gravity bubblegum.
***
Feel free to ask the organisers any questions you have (here or on our [Discord server](https://tinyurl.com/indie-rpgs-dublin)).
**Hello Mishmashers 👋**
Excited to see you at our next meetup! Here's what you can look forward to:
**SPECIAL NACHOS + MEXICAN SALSAS FREE samples,** kindly provided by [https://miamorsalsas.com/](https://miamorsalsas.com/) !!! 🌮🌮🌮
💬 **Great chats with lovely people**! whether you're a local or from the other side of the world, you’re very welcome here!
🌍 **Not a native English speaker?** Awesome, you’ll get to practice with native speakers in a relaxed, no-pressure setting.
🇮🇪 **Are you a native English speaker?** Cool! Chat in English or find someone to practice another language with. Why not mix it up?
✨ We’re a **diverse, super-friendly, and inclusive bunch**, open to everyone, whether you’re shy, outgoing, or somewhere in between.
🎯 Our awesome organizers are always around to make sure things run smoothly and everyone feels included.
💡 One of the nicest things we hear again and again: even introverts feel at ease here. That’s something we’re really proud of.
🤝 **Instant connections!** You might walk in alone, but you'll probably leave with new friends.
📅 **This Saturday at 2:30pm!**
We’ll be downstairs around the big oval table at a much-loved venue that's perfect for easy-going conversations and real connection.
🎉 **Theme: “International Mishmash”**: A chill space for people from all over (including Ireland!) to swap stories, share laughs, and practice languages if you fancy. (Shout-out to our lovely Irish regulars!)
🍻 **And after?** At 5pm, we’ll head over to the nearby **RIOT Pub** for tasty burgers and proper pints. Always a good time!!!
***
**Want to support the group? 🙏**
Running this thing costs over €200 a year (yep, all out of pocket for now 😅).
If you’d like to chip in, we’d really appreciate it:
* [PayPal](https://paypal.me/meetuppay)
* [Revolut](https://revolut.me/michelf9a) (you can pay with your card, no need to be on Revolut!).
Your help keeps the group going and opens the door for even more cool events (like day trips and gigs!).
Cheers and see you soon!
**– Michele & the Meetup Crew**
Please PREPAY for this game either by Revolut https://revolut.me/davidandl or Paypal ([kenna.david@gmail.com](http://kenna.david@gmail.com/))
√ We have just 60 minutes to play so please come along a few minutes early to ensure we can start on time.
√ The maximum number of players is 18. Please be sure you show up. Places are in high demand so unfortunately, failure to show will result in you being automatically removed from the group.
√ As always, you participate in these games at your own risk and an agreement to indemnify the organisers from any injury, loss, claim, or infection.
Artificial Intelligence Machine Learning Robotics Events Near You
Connect with your local Artificial Intelligence Machine Learning Robotics community
**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
**The Data-Driven Brand: Using Analytics to Shape Perception**
Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory.
For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy.
She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps).
Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way.
**About Our Speaker**
Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
**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
NFT's are here to stay folks!
This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more.
**PLUS**
This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.
We are a real world Martial arts group. \
Called DO JUNG ISHU (the art of fighting) \
Based off of Jeet kune do we just continued where Bruce Lee left off. \
We have been around a while. \
We are donation based.
Every week we get together and work technical skills and live pressure testing. \
Almost all of the instructors have been in everything from altercations in the real world to the ring and some still compete in the cage. \
If you want to take your skills up, improve your confidence, gain self defense skills, get in better shape, test yourself or just want to kill some time and possibly get hit a bit come on down. \
We will be located at 3923 N High St, Columbus, OH 43214 inside the whetstone rec center in the auditorium, upstairs in classroom B or outside in the grass between the playground and horseshoe area. our instructors are normally in a black and red art of fighting shirt \ if you can not find us call or text me at 6143570295
Saturday 1pm Wednesday 5:30pm
From Age 16 and up. attendees under the age of 18 must have a guardian with them. \
\
You must have a free leisure card for the rec center and must be registered for our class specifically .\
Wear workout clothing \
Bring a MOUTHPIECE! \
WE HAVE GLOVES. \
Hope to see you soon :-).\
We are run off of donations. \
let me know if you have any questions :)