Critical Design
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Frequently Asked Questions
Yes! Check out critical design events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the critical design events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find critical design events near your location here. Connect with your local community and discover events within your area.
Critical Design Events Today
Join in-person Critical Design events happening right now
Friday Life Drawing - Pearse Street
## LIFE DRAWING
An untaught life drawing class in the flesh with a model at 27 Pearse Street Dublin 2 (The Ireland Institute) every Friday evening
6.30-9-00PM
Room will be open from about 6.20PM
€26 (Buy Four Classes for €84-save €20)
We draw from about 6.45-9-00PM with a break half way through.
BOOK HERE: https://dublin-drawing.sumupstore.com/product/next-available-untaught-class
**If you've prepaid for some classes send a quick email to dublindrawing@gmail.com**
Materials:
We have drawing boards and clips and some charcoal and paper. If you have your own materials bring them- they will be better quality.
Places are limited so book as soon as you can.
TLDR:
Friday Evening
LIFE DRAWING UNTAUGHT **6.30-9.00PM**
Room open from about 6.20PM
**27 Pearse Street Dublin 2** (The Ireland Institute)
BOOK HERE: https://dublin-drawing.sumupstore.com/product/next-available-untaught-class
Hack and Chill
🔐 **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/
Capoeira Brazilian Class City Centre
Centro Cultural Capoeira Água de Beber (CECAB) – Capoeira Água de Beber Cultural Centre – is a non-profit organization, founded officially in January 2002. Its pivot activity is Capoeira (classes, rodas, workshops, public presentations, cultural events, performances), however it aggregates other cultural manifestations as: samba de roda, maculelê, frevo, ciranda, dança do coco, dança afro, puxada de rede, craftworks workshops of making and playing music instruments, video projections, movies, lectures about relevant cultural topics and matters related to enforcement of citizenship.
All the activities realized through CECAB are designated to execution of social responsibility projects, further on the sportive, cultural and artistic activities through the realization of the shows, presentations and events related to Capoeira and Brazilian culture.
TWO PROSECUTORS @ Lighthouse (8:30pm) "Late Late" Breakfast - Friday Movie
Hi everyone,
I hope you're well! With this month's Meetup rescheduled to the last Friday of the month, we’re on time for the release of this well-reviewed and promising thriller and will go to see it in the Lighthouse Cinema in Smithfield.
TWO PROSECUTORS @8:30pm at the Lighthouse Cinema. Screen 4 (117mins)
Seating is unallocated so do buy your tickets early - it’s a smaller cinema.
[TWO PROSECUTORS | Official UK & IRE Trailer | In Cinemas 27 March](https://youtu.be/rzYfw1M9qT4)
*“TWO PROSECUTORS is a haunting portrait of Stalinist Russia, wherein thousands of letters from falsely accused detainees are burned in a jail cell. Against all odds, one of them lands on the desk of a local prosecutor, who takes it upon himself to seek justice for the prisoner.”*
There are many reviews online and here are a few: [https://www.filmireland.net/cannes-review-two-prosecutors/](https://www.filmireland.net/cannes-review-two-prosecutors/)
[https://www.timeout.com/movies/two-prosecutors-review-2026](https://www.timeout.com/movies/two-prosecutors-review-2026)
**Dinner beforehand:**
I’ll book a table for dinner at Oscars Bar next door at 6:30pm. If you wish to join us for dinner, please post a Comment to be included in the numbers. Numbers are limited.
*Dining:* Note that they do not split bills there so it’s CASH ONLY again for this one, and there’s a 10% service charge on large table bookings.
Dublin Free Tour - essentials & oddities
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!
Critical Design Events This Week
Discover what is happening in the next few days
Handstands+Coffee-BOOK VIA OUR LINK IN DESCRIPTION ONLY
**Registration/booking on our system at least 24 hours before class is necessary. We do not take walk ins/your rsvp on meetup is not a booking.** BOOK [HERE](themovementstudio.ie/handstandsandcoffee)
From beginner to winner! We have a special weekly 2 hour class that is more like a weekly workshop. It's a very social class, with amazing coffee, great coaching, and smiles and good work being done. Fancy trying something new? Spending time safely outside your comfort zone?
Please visit themovementstudio.ie/handstandsandcoffee to book your spot
Registration/booking is necessary. We do not take walk ins.
Daytona x Give(a)Go HackSprint
🚀 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)**
Fun Hound Social walk All welcome
Hi All, this is a on lead walk with dogs of all ages and experience welcome. Many who attend are recently rescued and learning. Walk the lovely grounds and see the flowers and wildlife followed by coffee. There is a Fb page Sighthound Adventures Ireland and #dublinhoundwalks on Instagram. All Welcome.
Flesh by David Szalay
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!
Tutorial 9 – Object Detection using DETR (Meta AI) with Hugging Face & PyTorch
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.*
Mastering Data Science Engineering
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./)
Monthly Meetup in the pub
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.
Critical Design Events Near You
Connect with your local Critical Design community
American Sign Language Beginners Meetup Group
We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able!
Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!
[X-post, RSVP link in desc.] Healthtech Impact Sprint
Columbus Code & Coffee is excited to partner with GiveBackHack to put on the Healthtech Impact Sprint from 3/28-3/29 at Rev1 at The Peninsula! RSVP here using promo code CODEANDCOFFEE: https://luma.com/tk2jdrxk
This is a health-specific version of GBH’s traditional weekend event. Participants pitch, research, and prototype health-focused projects for a chance to earn to $5K in funding from The Columbus Foundation and IGS Energy.
On Saturday, folks will pitch their idea, form teams, and build. On Sunday, they’ll finalize their pitches before showcasing their work to the community and judges.
# Schedule
**Sat, Mar 28**
* 9a: Doors open & breakfast
* 9:30a: Kickoff and intros
* 10a: Ideation session
* 11a: Pitches & team formation
* 12p: Working lunch
* 2p: Mentor visits
* 5p: Free work (optional)
* 9p: Doors close
**Sun, Mar 29**
* 9a: Doors open
* 10a: Mentor visits
* 12p: Showcase
* 1p: Final pitches & awards
* 2p: Wrap
***
# FAQs
**Do all ideas have a chance at getting funded?**
Not all ideas will move forward after initial pitches on Saturday. Once pitches are complete, we’ll vote for top ideas and form teams around the 4 – 7 ideas with the most votes. You must recruit **at least four total team members** (including the founder) to move forward and have a chance at getting funded on Sunday. If your idea doesn’t move forward, you can join another team!
**Do I have to submit my idea online prior to the event?**
Unlike previous years, we don’t have the option to submit your idea online prior to the event. Instead, everyone will be going through a brainstorming exercise on Saturday that’ll help you prepare for your initial pitch.
**Will we be working for 24 hours straight?**
Nope. The event is split over two days. You’ll be building on Saturday and pitching on Sunday.
**Do I have to pitch an idea?**
Nope. You can also simply join a team.
**What types of entrepreneurs does GBH support?**
While GBH most often works with technology startups, we support *any* organization (for- or non-profit) that makes an impact on health in the US or across the world.
BeComing Circle Initiates
http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg
Instructor - Crow, HPS
Class fee is $30 at the door or approved exchange
RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642.
Reservations made directly to Enchanted Elements will be added to the class list manually not online.
Private Instruction ~ Closed to the Public ~ Initiated Members Only
Please come prepared for ritual.
Blessings ~ Crow
How LLMs Like ChatGPT Actually Work and How to Build With Them
**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.
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public
Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy.
In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected.
The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve.
I look forward to sharing and discovering with you. - Cynthia
Humanist Program
The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event.
We will be hearing from Becca Powell, Director of Advocacy and Outreach at Unchained At Last, an organization whose mission is dedication to ending forced and child marriage in the United States through direct services and systems change. Unchained At Last's mission clearly meshes and addresses several of our Humanist Ten Commitments. Becca will educate us about an issue many of us may not be familiar with--but should be.
Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk.
Going forward our meetings will be hybrid. You can meet us in-person or attend online
Join Zoom Meeting
[https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1)
Meeting ID: 878 3656 4953
Passcode: 760812
One tap mobile
+19292056099,,87836564953#,,,,\*760812# US (New York)
+13017158592,,87836564953#,,,,\*760812# US (Washington DC)
The formal presentation will start at noon















![[X-post, RSVP link in desc.] Healthtech Impact Sprint](https://secure.meetupstatic.com/photos/event/8/6/d/f/highres_533314527.webp?w=640)




