Prototyping

Hi all, arranging another meeting up to try and get more people involved in the group. It was great to meet everyone the first time around. Hope to see you there.

Let's spend a summer afternoon exploring the area around the River Liffey and Grand Canal Dock. We'll meet at **Mayor Square** at **15:00**, outside Cool Hand, where we can grab a coffee before we set off. After taking some time around the square and the north side of the Liffey, we'll cross either the Sean O'Casey or Samuel Beckett bridge, and walk along the south of the river. Our end goal is to get to Grand Canal Square, which should provide an excellent opportunity for urban landscapes and architecture photography. There are also quite a few options for food and drinks in the area, so we can end our walk in a pub restaurant. If you'd like to stay in touch between events to share and chat about photos, life, the universe, and everything, you can join our new Signal or Telegram group chats, linked below. * [Signal Group Chat](https://signal.group/#CjQKIHwLgV-sbNo5zEs-puKDIuniaus_YfYSdRJTbtwO_MwEEhCiXhPvTTOjK05Ckda4ADzP) * [Telegram Group Chat](https://t.me/+MyFJqkiPZksyNGY0)

If you’ve worked with LLMs, you’ve probably run into slow inference, out-of-memory errors, or hallucinations you couldn’t explain. There’s no shortage of resources on how transformers work, but most of them either ask you to build one from scratch or get lost in theory that doesn’t connect to the problems you’re actually facing. Transformers in Practice is different. We will give a complete practical view of how transformers work, from how they generate text to what’s happening inside the model to how it all gets optimized to run on real hardware. Interactive visualizations throughout let you see key concepts in action and build intuition that actually sticks. Here’s what you’ll learn: * **Model Behavior:** You’ll learn how LLMs generate text through an autoregressive loop, selecting one token at a time from a probability distribution. You’ll see how sampling parameters like temperature shape the output, why hallucinations happen, and how techniques like RAG, constrained generation, and chain-of-thought reasoning all work within this same loop. * **Model Architecture and Attention:** You’ll look inside the transformer to understand what attention is really doing, how positional encoding tracks token order, and how multiple layers and attention heads work together to turn an input sequence into a next-token prediction. * **Scaling and Deploying:** You’ll learn why GPUs are well-suited for transformer inference and where the real bottlenecks are. You’ll build practical intuition for quantization, KV caching, flash attention, and speculative decoding, including the tradeoffs each one introuces for cost, speed, and output quality. The minimum fee is to pay the venue and avoid no show and make this group of people sustainable in the long term

Create your own resin earrings in Dublin! Join my hands-on workshop and design unique, handmade pieces from scratch. No experience needed — just creativity and good vibes 💫 🎨 Limited spots available!

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, and advance your programming skills. We recommend bringing a fully charged laptop. Agenda: 10:00 – 10:40 Add Apache Spark to your data manipulation by Mark O’Dowd 11:00 – 11:40 Building End-to-End Data Pipelines by Roman Golovnya 11:50 – 12:30 Projects & Networking 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./)

Capoeira Água de Beber, would like to invite you to our Family Natal Capoeirando with present professora Belinhá from portugal capoeira maculelé for the First time in Ireland. Workshops of Capoeira, Maculelé, Samba de roda, and Cocó de roda and Frevo. Come and enjoy with us 2 days of Brazilian culture dances and martial arts. Dates: 8/12/23. 9/12/23 Location: St Gabriels Playgroup Clontarf, Dublin 3. For more information: cecab.ireland@gmail.com mobile 0874053996 mamaozinhocapoeira@hotmail.com [https://www.facebook.com/Dublinschoolofcapoeira](https://www.facebook.com/Dublinschoolofcapoeira?__cft__[0]=AZX_Vg06wRLTSb9AMM8FZE1gSF-bg4cQ_qsIKvJ5YtEwLfuGFGh99kaNAnvExpu3JPzl8LNYKWcgYe3A_Lk73wksdVhQI1AtpAsePOBjUOsCEPM-33Xi3DCfhRKscSgJRPA&__tn__=q) [https://dublinschoolcapoeira.wordpress.com/contact/](https://dublinschoolcapoeira.wordpress.com/contact/?fbclid=IwAR3qvy0eEScBC9AFUvUkwJf2kxQDbNadFHKsNTHzLObADGa-YPnWZv3ObLM) The Organize of the Event; Francisco and Matilda Co-ordenator Master: Robeiro Queiroz. 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.

Life Drawing Session, Saturday afternoons 12-3pm in lovely Dublin City centre studio, with huge south facing bay windows and loads of natural light. Easels, drawing boards, all art materials and tea and coffee included. All levels of experience and or confidence (or lack of) are welcome! 50e for one session or 250 for six Small groups to allow for 2m per participant Bookings are confirmed on payment, and can be done by bank transfer, card over the phone or Revolut. Please contact 0863514303 or studio10dublin@gmail.com to ask if we have a spot available for you.

**Craft Night has returned to Tog!** *From 6.30 pm to 8.30 pm every second Sunday, drop by and join in.* Whether you make the yarn itself (we love spinners!) or noodle about with e-textiles and blinky quilts, you will be very welcome. If you haven’t been to Craft Night before, it’s mainly people working on portable crafts like yarn-based and textile projects, jewellery and paper crafts. Feel free to bring your current WIP (Work In Progress). We’ll take over the common area with crafting and conversation. We might even try to bring a group Craft Night project to Dublin Maker (it’s been a while!). You’ll find the nights on [our calendar](https://www.tog.ie/calendar/), so you don’t need to remember which every other Sunday it is. Newcomers to Tog are more than welcome to join us. See you there!

**Price:** **€17 total** **How to Book:** **€5** deposit send to book your spot via Revolut \[📍HERE\]\(Hey\! You can send me money on Revolut by following this link: revolut\.me/mujdeatici\) ➡️ **Note:** Name + Event Date * **€12 balance** to be paid in person at the event. **IMPORTANT:** Only payments via **Revolut** guarantee your seat. An RSVP alone is not a formal registration. Looking for a relaxing and creative experience in Dublin? Join our Clay & Coffee Workshop where you can unwind, enjoy a lovely coffee, and create your own unique clay piece in a warm social atmosphere. Perfect for: Beginners Friends night out Solo guests Date ideas Tourists visiting Dublin No experience needed – we guide you step by step. What’s included: Clay materials Tools Guidance throughout the session Great atmosphere Come solo or bring a friend and enjoy a cosy creative evening. **How It Works** ☕ Step 1 – Coffee First Order your favourite drink and settle in Step 2 – Meet & Relax Small group, easy conversation, no pressure ✋ Step 3 – Gentle Guidance Learn simple hand-building basics at your own pace 🏺Step 4 – Play with Clay Create a small clay piece and enjoy the process 🙃Step 5 – Leave Happy Take your clay piece home on the day **What to Expect** • Small group (4–6 people) for a warm, relaxed atmosphere • No experience needed • Clay and tools included ✨ This is a creative clay event, not a firing or glazing class. ✨ We focus on the process, not perfection Location: Starbucks EBS, 30–34 Westmoreland Street, Dublin 2 Time: 3:00 – 4:00 PM (sometimes a little longer) ⏱️ Duration: approx. 1–1.5 hours ✨ Limited spots — small groups only Reserve your place today! Whats App: https://wa.me/353832051940 Please, Follow us on [Instagram](https://www.instagram.com/potteryclassdublin?igsh=ajNmcWlwaTg4dTB1) [Google Business](https://www.google.com/search?client=ms-android-samsung-ss&sca_esv=7887d4d5fed606cb&sxsrf=AE3TifMbb1it7I0rQkyCcRmA4rTpRz7cqg%3A1760897289411&kgmid=%2Fg%2F11xw5cqrqf&q=Ceramic%20%26%20Art%20Studio%20by%20Mujde%20Atici&shndl=30&source=sh%2Fx%2Floc%2Fact%2Fm4%2F2)

Create your own clay piece with the family- with no experience necessary. Tea or coffee included! Get creative with clay and make your own masterpiece with the famliy. This isn't an art class it's an art party! In under 90 minutes participants you will create a clay work of art, ready to bring home and show off! This event is designed for complete beginners with no experience necessary. We do not use any machinery and this is all hand building with air dry clay. Please note, all children must be accompanied by an adult, all adults and children must purchase a ticket. **This is for children ages 4 and up. Children must be supervised as all times.** **WHAT TO EXPECT?** * An artist to guide you along as you build your clay piece from scratch! * Music and a fun, creative atmosphere. * There is unlimited tea or coffee & biscuits included for everyone attending. **THE RULES** * This is for children ages 4 and up. * All adults must purchase a ticket when purchasing a child's ticket. * **Please note that this is air dry clay, each piece will dry naturally.** **WHAT DO WE DO DURING THE WORKSHOP? DO WE HAVE TO FOLLOW ALONG?** Our workshops are super informal, this is not a strict class, we have an instructor to guide you along but this is a very basic beginner event for you to experiment and have fun. We reward creativity and encourage everyone to create something different. **I'M GOING TO BE LATE, CAN I STILL COME?** Yes we don't usually start exactly on time. Due to a large volume of people arriving at once it usually starts at least 10 minutes after the time of the event. If you're really late just come in and don't worry!

**An evening for over-givers** I asked the people who follow my work: "What's harder for you: giving or receiving?" The answers came back almost identical. Giving is easy. Receiving doesn't always come naturally. People described it as a burden, a debt, an awkwardness, a thing they'd been taught they had to earn first. One person said, "It's safer not to want." Most of us were trained to be *over-developed givers* and under-developed receivers, and we live the rest of our lives slightly off-balance because of it. The Relating Lab is a 105-minute group session to explore this topic, guided by a psychologist. **Who this is for** * You can give for hours. Receiving for five minutes feels strange. * When someone gives you something, you feel like you owe them something back. * You don't always know what you actually want. * You notice yourself trying to be worthy of the good things in your life. * You wish for more affection in your friendships without awkwardness. * You suspect that the way you were taught about love and worth in childhood is still running quietly in the background. **What we'll do** * A guided meditation on a recent moment when receiving felt hard * Paired work with a simple exercise that can change how you understand every interaction in your life. * A closing sound bath where you receive together. * A closing circle. **What this is not** This is not therapy. Not a workshop you'll have to perform at. Not a "share your trauma" circle. Just come as you are and give this topic the time it deserves. *Your only task is to **receive**. Not to deserve it. Not to repay it. Not to make anything happen. Just let it land.* **The practical bits** Sunday 31 May, 4–5:45 pm. Calm Rooms, Monkstown. €27. Up to 15 seats. RSVP through this Meetup. Wear something comfortable that you can sit on the floor in. Bring a water bottle. **About me** I'm Olena. I'm a psychologist (PSI graduate member), doing a PhD in organisational psychology, with somatic and consent-based training on top. I run cacao ceremonies and cuddle therapy sessions in Dublin. The Relating Lab is a series of four events that I'll be running monthly through the summer. Each event is focused on a different quadrant of the Wheel of Consent. This is the entry point. Come and share this space with like-minded people. **Everything is opt-in.** You can pass on any exercise without explaining why. This event is an introduction to future workshops about giving, receiving, taking, and allowing. It's a safe space; the exercises might include some platonic touch (if you opt in). Every participant is invited to come with reverence for others in the group.

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 - you will choose which game you play on the day. All materials provided and rules are explained at the start of each game, you just need to bring your imagination. 🎭 **This week's facilitators:** * ☣️ **Antonia** with *[Monster of the Week](https://evilhat.com/product/monster-of-the-week/)*, a fiction-first action-horror RPG. You are part of a ragtag group of hunters who investigate the strange, the supernatural, and the terrifying. Think *Buffy*, *Supernatural*, or *The* *X-Files*. Ordinary people (or mostly ordinary) who know that the darkness is real, that every fairytale and folk story contains some truth. As a hunter, you've decided to do something about it. Something is wrong in Harrow Lane - three residents have been hospitalized in the past couple of weeks with one dead, displaying the same baffling symptoms. A wasting sickness no doctor can explain seems to be spreading around town. All while the residents report strange disturbances during the night. Will you be able to identify the source of the sickness before more people succumb to it? * 🦾 **Flo** with *[Salvage Union](https://leyline.press/collections/salvage-union)*, a post-apocalyptic mech RPG with easy to learn mechanics. In a distant future, humanity has spread and scattered through the stars, Corporations own most of the liveable planets and a majority of the population works for them. Your group however is part of the Salvage Union, a self-sustaining community of workers, salvagers, pilots, technicians, cooks, and all manner of free spirits rejecting the Corpo’s hegemony. Your Crawler, a constantly falling apart colony-ship, slowly moves along from planet to planet in the Outer Rim to salvage as much Scrap as you can carry, using Mechs put together with salvaged scrap, duct tape and the unshakable belief that despite the Corpos and dangerous alien wildlife there is still hope and good people out there. You are **Salvagers**, what stories will they tell about you? * 🚀 **Eoin** with *[Mothership](https://www.tuesdayknightgames.com/pages/mothership-rpg): The Haunting of Ypsilon 14*, a sci-fi horror RPG. A routine cargo job on a remote asteroid mining base takes a bizarre turn. A worker has gone missing and there are reports of strange activity all over the station. Will you uncover the mystery and escape with your lives? *** Feel free to ask the organisers any questions you have (here or on our [Discord server](https://tinyurl.com/indie-rpgs-dublin)).

**Wanna meet people while having coffee and sketching?** **Well, this is the place for it! Bring your sketchbook and your friends!** **Also, bring a random item with you that we will sketch together!** **P.S: please respect the cafe staff and clean up after the session**

**[FOLLOW OUR LIVE LOCATION HERE!](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)** **✨ Dynamic Conversations** Enjoy small-group conversations (2–3 people per blanket) at dedicated language blankets. There will always be **English-only blankets**, and every attendee rotates through these blankets during the **first and last rotation**. **🏷️ Language Stickers on Arrival** As soon as you arrive, you’ll receive: • **Native language stickers** (with flags + “native”) • **Practicing language stickers** (with flags + “practicing”) You may choose multiple practicing languages. These stickers help you join the right tables and connect with people who match your goals. **🔄 Rotations Every 30 Minutes** Every 30 minutes, the organizer rearranges groups based on preferred languages. We aim for **bilingual tables**, ideally with at least one native or advanced speaker. If no native speakers are available, we can still create a blanket as long as **two people want to practice the same language**. **🌍 Popular Languages** English, Spanish, French, German, Portuguese, Italian, and any other language requested by at least two attendees. **📈 All Levels Welcome** Beginner or advanced—everyone is welcome. The only requirement is enthusiasm and willingness to communicate. **🃏 Complimentary Snacks** Enjoy complimentary **Pringles around 8:00 PM**. **💸 Pay-as-you-go (Cash / Card)** • €6 General Admission • €5 Students • €4 per person when you bring friends **⭐ Loyalty Card (Automatically Activated)** Attend **4 Language Exchanges or International Meetups**, and your **5th event is FREE**. **💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** **🟡 Regular Membership (€12/mo)** ✔ Free: Singles, Language Exchange, International Meetup ✔ –50%: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ Extra perks **🔵 Theme Membership (€15/mo)** ✔ Free: Quizzes, Big Singles, Theme Party, Cultural Mix, Social Games, Music Challenge ✔ –50%: Singles, Language Exchange, International Meetup ✔ Extra Perks **🟣 Complete Membership (€20/mo)** ✔ Free access to ALL events ✔ Extra Perks **📱 Stay Connected** 🔗 **[Linktree](https://linktr.ee/newindublin)**[ ](https://linktr.ee/newindublin)– full weekly calendar 💬 **[WhatsApp](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)**[ ](https://chat.whatsapp.com/L8IcUuQzHVVLGaoUZ8ONRt)– reminders & updates 📘 **[Facebook](https://www.facebook.com/newindublinmeetup)**[ ](https://www.facebook.com/newindublinmeetup)– photos & highlights 📸 **[Instagram](https://www.instagram.com/newindublinmeetups/)**[ ](https://www.instagram.com/newindublinmeetups/)– stories & behind-the-scenes 🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events **🎉 Join Us!** A fun, relaxed evening full of languages, new people, and confidence-building conversations. **RSVP now! 🚀**

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

PLEASE NOTE!!! This event will be In-Person for our very 1st Improving collab! If you know the [Columbus Unity group](https://www.meetup.com/columbus-unity-user-group/) location, we'll be at the same place. This is our 1st event and are doing a soft launch with limited attendance. 1st come 1st serve. If you want to be there and we fill up, please email me at [info@thecogg.com](mailto:info@thecogg.com) and I'll be in touch. All street parking is free on Sundays but you can also pay to park in any of the local garages. See image of [parking map here](https://drive.google.com/file/d/1Mr9_LFIggbs-0_Zd3AJTGNqEhgMf2TzQ/view?usp=sharing). \-\-\- On the last Sunday of the month, we're having our usual end-of-the-month social gathering with our GameDev Meetup meeting. There will be announcements and presentations followed by some social networking Let's continue the conversations with good vibes and friends. All are welcomed from all ages and backgrounds to this public event. If we can, we'll be streaming or uploading the video later via our COGG YouTube channel here: [https://www.youtube.com/@TheCOGG/streams](https://www.youtube.com/@TheCOGG/streams) (Also please do subscribe if you have not done so!) No game development experience required! If you are interested in doing a 20 minute game development related presentation, please fill out our form online here: [https://goo.gl/forms/lVdTJZiNJewlPJuj1](https://goo.gl/forms/lVdTJZiNJewlPJuj1) Or e-mail us at info@thecogg.com with the following: Your Name, Company/Affiliation, Name of Your Game/Topic, Description, Tech Needs, and Your Contact. Be sure to check out our Discord for real time news updates: [https://discord.gg/NrBhuNQ](https://discord.gg/NrBhuNQ)

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

Come attend a free in-person seminar where you will find out why you: -Feel isolated -Can't express yourself openly -Get nervous or anxious in front of people -Run out of things to say or feel tongue-tied -Feel introverted -Don't feel comfortable in any social setting -Can't make more friends -Are shy and miss opportunities to connect in a meaningful way And we cover what you can do about any one, some or all of the above. This seminar is the weapon against loneliness, isolation and boredom, come join us! COME TO THIS SEMINAR AND LEARN THE SECRETS TODAY This seminar is brought to you by the Dianetics & Scientology Life Improvement Center. 1266 Dublin Road, Columbus, Ohio 43215

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd