API

Vision Language Models (VLMs) such as LLaVA, Qwen-VL, Nemotron VL and GPT-4o have unlocked a new era in AI where language and sight converge into a single reasoning system. These models can describe images, answer visual questions, read documents, and interpret charts — but their true power emerges when you fine-tune them on domain-specific data, teaching them to see and reason about the visual world that matters to you. In this hands-on session, we walk through the full fine-tuning pipeline for vision-language models. We begin by understanding how these architectures work — how a visual encoder like CLIP or SigLIP is coupled with a large language model through a projection layer, and how the interplay between image tokens and text tokens enables multimodal reasoning. We then move into the practical side: preparing image-text datasets, choosing the right fine-tuning strategy (full fine-tuning vs. LoRA vs. QLoRA), configuring training with frameworks like Hugging Face Transformers and PEFT, and evaluating results on real-world benchmarks. We will also discuss when and why fine-tuning a VLM is the right approach compared to alternatives like prompt engineering or retrieval-augmented generation, and how to avoid common pitfalls such as catastrophic forgetting, overfitting on small visual datasets, and misaligned image-text pairs. Bring your laptop, your curiosity, and — if you have one — a dataset you would like to try. By the end of the session you will have a clear, reproducible workflow for adapting any open-source vision-language model to a custom task. \*\*📅 Open to all levels — no prerequisites, just curiosity.\*\*

📚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! 😊

**[50% OFF TICKETS (first 30)!](www.eventbrite.com/e/1986198829165/?discount=EarlyBirds)** 🌍 **International Cultural Mix – Celebrate Cultures, Meet People, Have Fun** Welcome to one of Dublin’s most social, colourful and international Saturday nights. A vibrant mix of games, challenges and cultural surprises that help you meet people from all around the world in the most natural and fun way. Perfect for newcomers, locals, travellers and anyone who loves learning about different countries and cultures. Expect a warm and friendly atmosphere, plenty of movement, team missions and drink tokens for the winners. You don’t need to come with friends — you’ll meet dozens of people within minutes. **🧩 What to Expect** Welcome & Flag Stickers 🔥 *Passport Around the World* 🌐 *Global Connections* 🌎 *Chain of Nations* ⏸ Break 🗺️ *Travel Map Challenge* 🌏 *Continents Unite* 📸 Closing & Group Photo **💸 Pay-as-you-go (Cash / Card)** • €10 General Admission • €8 per person in groups (2-3 people) • €6 per person in groups (4-6 people) **💳 [Membership Options (Save € & unlock perks)](https://buymeacoffee.com/newindublin)** **🟡 Regular Membership (€12/mo) [€8/mo till February 1st]** ✔ 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/ "https://www.instagram.com/newindublinmeetups/")– stories & behind-the-scenes 🌐 **[Website](https://newindublin.net/)**[ ](https://newindublin.net/)– all information about our events

**Hello Mishmashers 👋** Excited to see you at our next meetup! Here's what you can look forward to: 💬 **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**

Many of us are now realising that in order to live more in harmony with each other and the planet we need to recognise that we humans are nature. We are not separate from or superior to the natural world, we are part of the web of life and deeply connected to the rest of the living world. In this group harmony singing workshop we will sing songs and chants from around the world which celebrate our connection with and belonging to the natural world. Though we have been a destructive force on this planet, we humans also know how to be stewards of the land. Singing in harmony helps us to reconnect to our sense of togetherness and belonging and helps us tune in to our connection to the rest of the living world. All welcome – women, men and older kids who like singing. You don’t need any singing or voice-work experience as it isn’t about talent, it is about participation. This is a relaxed, inclusive, friendly and safe space, with no right or wrong way to use the voice. Adults of all ages, orientations, backgrounds and abilities are welcome. Singing is a wonderful way to feel connected to oneself and others. This group singing workshop will help you find joy, connection, harmony and oneness. Through simple vocal exercises, movements and inspiring and empowering chants and songs from around the world, we will sing our cares away, have fun and express ourselves. You will leave renewed and uplifted, and with a deep sense of belonging and community. Click [here](https://fullcirclechange.ie/offerings/self-care/singing/) to learn more about the style of singing at this workshop. Harmony singing is extremely beneficial to our physical, mental and spiritual health and wellbeing, and you will leave feeling recharged, grounded, and uplifted. Please book a ticket in advance [here](https://fullcirclechange.ie/event/we-are-nature-singing-workshop/). Prices from €45/40 concessions or €70 for 2 people booking together

**A Video Bible course**, 'David the King', presented by Bishop Robert Barron, will run in the Central Catholic Library, 74 Merrion Square, Dublin 2. **This short course will run over two Saturdays:** **May 9th and 16th** from 11.15 am to 2.00 pm (approx). The cost will be €5 with tea & coffee included. Contact Kevin 0861605755

*Hello foodies* *Next stop: Café Topolis in Ranelagh. This is our first visit, following a suggestion from our new member, Jacqueline. She says the quality is great, so we're heading in to put those claims to the test.* *🌐 Important: New RSVP Process* *We are moving things over to our own community website. While the Meetup group is still active and it will remain active, you must also RSVP on our community site here: [https://www.wrgm.cc/events/dinner-at-topolis-ranelagh](https://www.wrgm.cc/events/dinner-at-topolis-ranelagh)* *🎟️ The Details* *Cost: €2 via revolut.me/gianz64es or 3 euro here on meetup.com.* *Confirmation: You are only booked once you pay. No cash.* *Freedom: You can order anything you want, it seems this branch is particularly good!* *Attendance: Only 8 seats available. Don't take a spot unless you’re actually coming.* PRIORITY IS GIVEN TO WHO IS PAYING FIRST(!). ***RSVP COUNTS ONLY ON WRGM.CC***. *See you there for dinner!* *Gianni* *(the booking fee is requested to cover the meetup.com group annual fees!!!)*

Hi all, When this trailer first appeared, this got my attention so let’s go to see some crime-solving sheep out to solve a murder this Sunday morning at 11:30 in Cineworld. **[The Sheep Detectives | Official Trailer](https://youtu.be/pyZI5oM6hWk?si=BzNJefzRh-eJfdU0)** We’ll meet for a quick chat and coffee/ breakfast at **Insomnia** on **Abbey Street** at c. 10:30am. Book your seats wherever you wish but many of us sit c. 3 rows from the back.

📅***Date to be confirmed.*** Fecha por confirmar. ***[VOTE FOR YOUR PREFERRED DATE HERE / VOTA POR TU FECHA FAVORITA AQUÍ](https://forms.gle/xXHiKiZDFvwsVNJZ8)*** 📍***From the City to the Camino.*** De la ciudad al Camino. ***After organizing several Walk & Talk events in Barcelona and Tenerife, we’ve decided it’s time to take this concept to the next level.*** Después de organizar varios eventos de Walk & Talk en Barcelona y Tenerife, hemos decidido que es hora de llevar este concepto al siguiente nivel. ***People have absolutely loved the formula.*** A la gente le ha encantado nuestra fórmula: * ***Meeting new people from all over.*** Conocer gente nueva de todo el mundo. * ***Hitting those 10k steps a day.*** Cumplir con los 10k pasos diarios. * ***Practicing Spanish and English with natives from around the world.*** Practicar español e inglés con nativos de todo el mundo. ***And what better place than the Camino de Santiago to turn our 90-minute Saturday strolls into a full 90-hour immersive week?*** ¿Qué mejor sitio que El Camino de Santiago para llevar nuestros paseos de 90 minutos de los sábados a una semana de inmersión total de 90 horas? ❓***How it works***. *Cómo funciona* ***We are looking for a small, balanced group.*** Buscamos un grupo pequeño y equilibrado: * ***10 Native or fluent English speakers.*** 10 Hablantes nativos o fluidos de inglés. * ***10 Native or fluent Spanish speakers.*** 10 Hablantes nativos o fluidos de español. ***The goal is a strict 50/50 split so you always have someone to practice with. No "tourist traps," just a week of real connection and language exchange.*** El objetivo es un 50/50 estricto para que siempre tengas a alguien con quien practicar. Sin "trampas para turistas", solo una semana de conexión real e intercambio de idiomas. **❓*How many days?*** ¿Cuántos días son? ***Plan for 7 days (6 nights). We’ll walk the final 100km to Santiago to get the "Compostela" certificate.*** Cuenta con 7 días (6 noches). Recorreremos los últimos 100 km hasta Santiago para conseguir el certificado de la "Compostela". ❓***What’s the budget?*** ¿Cuál es el presupuesto? ***We’re still finalizing details, but expect a total investment of around €750 - €950.*** Aún estamos cerrando detalles, pero cuenta con una inversión total de unos 750€ - 950€. ***This is an all-in-one package that includes.*** Es un paquete con todo incluido que contiene: * ***Shared accommodation in hostels.*** Alojamiento en hostales seleccionados (habitaciones compartidas). * ***Breakfasts and Dinners (lunch/picnic on your own).*** Desayunos y cenas incluidos (el almuerzo/picnic en ruta es por cuenta propia). * ***Luggage transport between stages.*** Transporte de mochila entre etapas. * ***Full Immersion Program (+90 hours of live practice).*** Programa de Inmersión Total (+90 horas de práctica real). * ***Pre-trip Training: Access to our online courses and prep sessions to get to know each other and gain speaking confidence before we even start walking.*** Fase de Preparación Previa: Acceso a nuestros cursos online y sesiones para ir conociéndonos y ganar confianza al hablar incluso antes de empezar a caminar. ❓ ***Do I need to be an athlete?*** ¿Tengo que ser un atleta? ***Not really, but you should be comfortable walking about 20km a day. It’s a challenge, but we’ll go at a steady, conversational pace.*** Realmente no, pero deberías sentirte cómodo caminando unos 20 km al día. Es un reto, pero iremos a un ritmo constante y conversacional. ❓ ***Where is the meeting point?*** ¿Cuál es el lugar de encuentro? ***We will all meet in Sarria (Lugo). Most people fly into Santiago or Madrid and take a train/bus to join the group there.*** Nos reuniremos todos en Sarria (Lugo). La mayoría de la gente vuela a Santiago o Madrid y coge un tren o autobús para unirse al grupo allí. ❓ ***Why join the list?***¿Por qué unirte a la lista? ***Places will be very limited (only 20 spots). If you join the waitlist, you’ll get the itinerary and the early-bird price before we announce it on social media.*** Las plazas serán muy limitadas (solo 20). Si te unes a la lista, recibirás el itinerario y el precio reducido antes de que lo anunciemos en redes sociales. ***Just RSVP "YES" to join the list. We’ll reach out to you as soon as the dates and details are ready.*** Solo dale a "Asistir" para entrar en la lista. Nos pondremos en contacto contigo en cuanto tengamos listas las fechas y los detalles.y los detalles. ***⚠️ IMPORTANT: This is a Waiting List. The date you see is just a placeholder to keep the event active. By clicking "RSVP," you’re simply telling us you’re interested so we can send you the info first.*** IMPORTANTE: Esto es una Lista de Espera. La fecha que ves es solo para mantener el evento activo. Al darle a "Asistir", solo nos confirmas que te interesa para que podamos enviarte la información antes que a nadie.

Grand Canal Way in County Kildare. * Meeting Point : Hueston Station * When : 12:30 AM, 10th of May. Meeting in Dublin Hueston Train Station for 12:30 AM (Inside beside Pret A Manger), Waiting 10 Minutes. At 12:40, we will going to take the Commuter train which is Scheduled for 12:50 AM to Portlaoise. We will be getting off the train at Sallins and Naas 13:22 PM. This Train Serves Park West and Cherry Orchard, Clondalkin Fonthill, Kishoge, Adamstown, Hazelhatch and Celbridge. When we reach Sallins and Naas Train Station, there is a coffee shop called Hey Darling Sallins and Coffee Express Trailor at the train station. It is a 6 minute walk to the start of the trail, this is a easy walk and you might see some boat passing by on the canal. Trail Duration is 2 to 2 in a half hour walking loop, 7.9 KM. Every event is 5 Euro's you can pay by using Revolut or Cash. I hope to see you thre.

The weather forecast for this Saturday is pretty promising so hopefully we’ll see you joining us for a great walk & coffee/ lunch in the park afterwards 🚶🏼‍♀️🚶🏻‍♂️ Walk takes approx 1.5 hours on the flat. Saturday market on in the park- lots of food options! **Note: if you are delayed or need to cancel, can you please leave a message below so that we can wait for you (or cancel your booking) thanks 🙏

**Price:** **€17 total** **How to Book:** **€5** deposit send to book your spot via Revolut [HERE](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)

**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: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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 for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

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/