Network Infrastructure

**Welcome to DSF Sandbox Sessions!** Top tech talks and masterclasses from the best in the industry. Every month, and completely free. The catch? There isn’t one. Just a monthly dose of epic content to power up your data passion! **Event details** 📆 **Date:** Tuesday 14th April 2026 ⏰ **Time:** 6:00 – 9:30 PM BST 💡 **Topic:** **Signals, Systems, and Scams: Deconstructing the Future of Financial Intelligence** 🗣️ **Speakers:** Kristjan Erik Liive, Volodymyr Panov, Baran Koseoglu, Zoltan Szopory, Vera Shishkina, Aaron Wilson, Mohammed Topiwalla [Sign up for this event by clicking here!](https://datasciencefestival.com/session/wise-sandbox-session/) As global financial platforms evolve, the “Trust Gap” becomes an engineering challenge. Scaling a product to millions of users requires more than just better models—it requires a fundamental shift from manual heuristics to automated, high-fidelity intelligence. Join Wise for an exclusive Sandbox Session designed for senior data scientists and engineers. We’re moving beyond the basics of model training to explore the “Last Mile” of production ML: the infrastructure of compliance, the democratisation of optimization, and the transition to foundational representation learning. Through three practitioner-led deep dives and a collaborative product-data science panel, we will deconstruct how Wise builds resilient financial infrastructure where performance and safety are never a zero-sum game. What we’ll explore: • The GenAI Reality Check: Moving LLM automations from “cool demo” to “compliant production” in highly regulated spaces. • Decoupling Optimization: How we built “Threshold UI” to empower non-experts to tune model performance across hundreds of cohorts without a single code change. • Beyond Velocity: Replacing hand-crafted features with User Event Transformers to capture the deep behavioral context that traditional tabular data misses. • The Co-Design Philosophy: Why the future of fraud prevention isn’t just a better algorithm, but a tighter feedback loop between Product and Data Science. Food, drinks, and networking with fellow practitioners will follow throughout the evening. Check out the full session details below! **Please note: Due to high demand and limited capacity, tickets for this event will be allocated via a random ballot. Submitting an application does not guarantee entry. Successful applicants will be notified throughout March and early April. If you have not received confirmation by April 9th, this means your ballot application was not selected on this occasion.** **Talk 1: Evolution of GenAI: Building Compliant LLM Automations at Wise** **Speakers:** Kristjan Erik Liive, Senior Data Scientist & Volodymyr Panov, Senior Data Scientist. **Abstract:** Evolution of GenAI applications in servicing tasks at Wise. We will share examples, discuss architectures and challenges of building LLM-based automations in compliance-heavy space. We will also present our vision and key opportunity areas in further augmentation and automation. **Key takeaways:** Practical examples of scoping and implementing LLM-based solutions. **Talk 2: On the Threshold of Greatness: Democratizing Model Optimization at Wise** **Speakers:** Baran Köseoğlu, Lead Data Scientist & Zoltán Szopory, Staff Software Engineer. **Abstract:** This session will talk about machine learning model threshold optimization across hundreds of customer cohorts. Traditionally, optimizing these thresholds has been a complex, time-consuming task, often relegated to highly technical experts. At Wise, we faced the challenge of managing diverse customer segments, each with unique risk profiles and compliance mandates and as a solution we developed Threshold UI we will talk about more in the session. **Key takeaways:** Boost your machine learning model performance without changing any configuration in your training pipeline. **Talk 3: More Than Meets the Eye: Transforming User Events into Deep Context** **Speaker:** Vera Shishkina, Staff Data Scientist. **Abstract:** Moving from purely manual feature engineering to representation learning. This session covers the technical POC of a User Events Transformer – a foundational model designed to produce customer embeddings that augment traditional tabular features. We will discuss the proposed architecture, the challenges of building temporal data pipelines, and our vision for using these embeddings to boost performance in domains like scam prediction. **Key takeaways:** How learned embeddings provide deep context that traditional “velocity” features often miss. **Talk 4: Panel Discussion – Mind & Machine: How Product and DS Co-Design the Future of Trust** **Panellists:** Aaron Wilson, Fraud and Victim Prevention Product Lead & Mohammed Topiwalla, Fraud and Victim Prevention Data Science Lead. **Abstract:** Fireside chat to understand how DS and Product work hand in hand to keep wise safe. **Key takeaways:** How do you find the middle ground between business growth and risk precision? What is the future of DS in fraud prevention? **Schedule:** **6:00 PM** – Doors open – networking with food and refreshments **6:45 PM** – Intro **6:50 PM** – Talk 1 (20 minutes + 5 minute Q&A) **7:15 PM** – Talk 2 (20 minutes + 5 minute Q&A) **7:40 PM** – Comfort break **7:50 PM** – Talk 3 (20 minutes + 5 minute Q&A) **8:15 PM** – Talk 4 (30 minutes) **8:45 PM** – Networking with refreshments **9:30 PM** – Event close **Registering for the event:** Click the 'Sign up here!' button on the specific event page following the link below. Once you have completed the registration form, you will be emailed a link to join the webinar. You will also receive a reminder link one week, one day and one hour prior to the event. **PLEASE NOTE: Clicking 'attend' on Meetup does not register you for the event. You will need to register for the event on the link provided below to receive a joining link. If you do not, you will not be able to join the event.** **[Click here to sign up for this specific event](https://datasciencefestival.com/session/wise-sandbox-session/)** Please note the time zone when you book this event.

Join us on Tuesday 14th April in House on Leeson St for the monthly Dublin Entrepreneurs In Person meetup. Network and socialise with other Entrepreneurs in an informal setting. Come to meet, make new connections learn from fellow Entrepreneurs. This is a free event and all are welcome, including aspiring Entrepreneurs. Location: House Dublin, 27 Leeson Street Lower, Dublin 2 Dublin 2 https://maps.app.goo.gl/cxrbEkySCJzbkf5UA Proudly sponsored by Emblaze Digital - https://emblazedigital.ie/

Hi Everyone, Mark your calendar for the next **OpenSearch Project Dublin Meetup** at a **new location -Amazon Ireland.** **Agenda** 6.00 pm Start **6.15 pm First Speaker : Nils Bandener** **"Upcoming Changes for the OpenSearch Index Authorization Mechanisms."** 7.00 pm Break (Drinks and Snacks) **7.20 pm** **Second Speaker: Praveen Mohan Prasad** **"Cost-Effective Semantic Search with Neural Sparse Search"** 8.00 pm Networking 8.30 pm Close **Please remember bring a valid ID with you as you will need it to enter the venue.** We're looking forward to seeing you all there!

We teach Cuban Salsa in Swords at the Peacock bar and lounge every Tuesday. Come get out of the house, meet new people and have lots of fun. We have people from Ireland , right across europe and many countries around the world learning with us. There is a Salsa Club in every city in the world. Be part of one of the greatest movements that connects people right across the world. Its 13e a class or 5 Consecutive classes for 50e ( The classes must be consecutive ) 7PM intermediates 8PM beginners and improvers Mark The Salsa Medics

TOG will be open on Tuesday evenings from 19:00 to 21:30 for a general Open House event. Expect to find members and visitors in the space up to all sorts of activities. It's a great time to drop in and see what the space is about. If you're an artist, tinkerer, maker or just plain curious, come in and see what the space is about. Maybe you already have something to work on (or want to), have something to fix, create, design, bodge or tinker... drop in. We're also open for just for plain old social chat and hang out, with plenty of tea, coffee and biscuits. We have lots of free parking right outside our door.

We are trying something new at Socrates Cafe Dublin. We are doing **trilogies** \- three back\-to\-back monthly topics that connect to tell a story\. Our next trilogy will be around the mystery of human flourishing\. For our first in the series we are going to ask: *What is beauty?* Then in May: *What role does 'home' play in our well-being?* Finally, in June, *what roles do nature and nurture play in our well-being?* We’ve all made the exclamation: “now, that is beautiful!” And life seems better, richer for it. What do we mean by ‘beauty’? What qualities does something require in order to be classified in such a way? What things can be given such label? Are there things that do not deserve to be called beautiful? Is beauty restricted to physicality? Is beauty merely subjective or does it have an objective framework? Is it a matter of the feminine side of life? Is it something internal or external? Come along next Tuesday evening at the lovely Third Space Cafe Smithfield for a facilitated discussion about beauty. Newcomers are welcome. NOTE: we ask for a 3 Euro donation to cover expenses. Pay on the evening by coin or Revolut. Socrates Cafe: a space where ideas and dialogue can flourish.

Join us for some casual games @ Corrigans. All levels welcome!

Ready to level up your product game? Join us for an evening dedicated to the power of community. This month’s theme is "PMs helping PMs"—a deep dive into the real-world insights, candid observations, and hard-won lessons that you won’t find in a textbook. **🔹 Talk 1: Customer Engagement Highs & Lows** Facing customers is a fundamental skill in Product Management. Done well, it’s a key asset and a valuable input. But not all customer engagements are easy or straight forward. **Speaker:** [Bernie Foley.](https://www.linkedin.com/in/bernie-foley/) VP Product Management at Workday. Product Management leader with over 30 years’ experience leading product development through the launch of innovative market leading products. **🔹 Talk 2: Panel with three flavors of PM** From difference product management paths the panel is going to discuss the Engineering-led, Product-led & Sales-led product management challenges **Moderated** by [Conor McGlynn ](https://www.linkedin.com/in/comcglynn/)Senior Director, Product Management at Workday **Panelist:** * [Linda Mackessy:](https://www.linkedin.com/in/linda-mackessy-0373b52b/) Product Leader & Mentor at Workday. Product Leader with over 10 years experience creating value for customers by enhancing existing products and bringing new innovative products to market. * [Ivan Stynes:](https://www.linkedin.com/in/ivan-stynes/) Senior Engineering Manager with a professional background spanning over 20 years in both Engineering leadership and Product Management. Leverages deep technical expertise and a product-centric mindset to balance complex system engineering with user-focused Product development. * [Bernie Foley:](https://www.linkedin.com/in/bernie-foley/) VP Product Management at Workday. Product Management leader with over 30 years’ experience leading product development through the launch of innovative market leading products. **What to Expect:** * **Sharp Q&A:** Bring your toughest product challenges; our speakers are ready for your questions. * **Community & Connection:** As always, we’ll have plenty of **food and drinks** to fuel the conversation. It’s the perfect time to catch up with old friends and meet new faces in the Dublin product community. > **Save the Date:** Join us for an evening of engaging ideas that you can learn from and put into practice immediately. **⚠️ RSVP & Check-in Information** Please RSVP **only if you can attend in person.** Our hosts require a guest list for building security — to ensure a smooth check-in, make sure your **Meetup profile name matches your full, real name** and that your **profile picture clearly shows your face.** Attendees without a matching name or identifiable profile picture will be **removed from the guest list** and will not be able to enter the venue. See you soon! [Sima](https://www.linkedin.com/in/simaban/), [Antonella](https://www.linkedin.com/in/antonellabettati/), [Anna](https://www.linkedin.com/in/anna-savelieva/), [Elham](https://www.linkedin.com/in/elham-hesaraki/)

Are you a tech support engineer, IT manager or CTO and want to have a clear understanding of how Microsoft 365 license plans can help drive your migration strategy, and why you should take advantage of it, then this event is for you! Or perhaps you want to level up on many more ways to secure your Azure? Come join Stackand.Co at their monthly Tech Pro Ireland event with special guest, Michael Durkan, Microsoft MVP. Check out the talks and reserve your free seat here.... [https://ti.to/techmeetupspace/264-tech-pro-ireland](https://ti.to/techmeetupspace/264-tech-pro-ireland)

This month, we're venturing over to GONG HQ to her two talks from staffers SDE Vanja Tesin, and Senior Engineering Manager Anthony Brady. DETAILS & OFFICIAL BOOKING >>>>> https://ti.to/dublin-java-user-group/264-gong-hq Check your schedule first (it's not cool to not show!) ## **Talk 1:** GONG & Agentic AI Tools Gong built an agentic AI solution called Claude Code to help developers work more effectively across its complex microservice architecture of over 100+ repositories. Using a multi-agent system with specialised rules, skills, and subagents, it automates development tasks and reduces time spent on research and context switching. The result is faster development and better pattern compliance, reducing complex tasks from days to hours. Join Vanja Tesin to discover how. ## **Talk 1:** **Resilience in Microservices** In the distributed landscape of modern backend architecture, the question isn’t if a service will fail, but when. Without robust fault tolerance, a single latent dependency can trigger a cascading failure across an entire ecosystem. Anthony's talk will focus on how Gong overcame some of those challenges and how they are implementing resilience utilising patterns such as Circuit Breakers, Rate Limiters and others to maintain stability and provide graceful degradation even when downstream services are under duress.

Hey there, data enthusiasts and ClickHouse aficionados! We've got some exciting news to share - our next meetup is on the horizon, and it's going to be in Dublin! Get ready for a delightful mix of mind-boggling data tales, insightful conversations, and maybe even a surprise or two up our sleeves. But here's the deal: to secure your spot, make sure you register ASAP! **Location:** Squarespace House, Ship Street Great, Dublin 8, Ireland **Agenda:** 6:00 - 6:30 - Arrival/Check-In 6:30 - 7:00 - Agentic analytics and autopilots - AI at ClickHouse - Pete Hampton, ClickHouse 7:00 - 7:30 - Pushing Through the Limits with ClickHouse and OpenTelemetry - Avleen Vig, Twilio 7:30 - 8:00 - ClickHouse Tips & Tricks: What I Learned Implementing/Managing ClickHouse at Scale - Adrian Whitwham, Zendesk 8:00 - 9:00 - Food, Drinks and Conversation

Welcome to the April'26 edition of PyData Ireland. This meetup is in association with Quantum Black, AI by McKinsey. Agenda for the day: * 17:30 – Arrival * 18:00 – Start of talks (Details below) * *Jitendra Gundaniya*: **Building Agentic GenAI Pipelines with Kedro Builder (Beginner-Friendly)** * *Dmitry Sorokin*: **Let AI Agents Manage Your ML & Data Pipelines** * 19:30 – Networking \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Talk 1:** Building Agentic GenAI Pipelines with Kedro Builder (Beginner Friendly) **Speaker Name and Designation:** Jitendra Gundaniya, Senior Software Engineer at QuantumBlack, AI by McKinsey **Speaker LinkedIn:** [https://www.linkedin.com/in/jitu11](https://www.linkedin.com/in/jitu11) **Talk Description:** This talk shows how Kedro Builder, a visual drag-and-drop tool, can lower that barrier. We'll walk through building a simple agentic pipeline visually dragging LLM context nodes, connecting prompts and tools, and exporting a working Kedro project, all without writing boilerplate by hand. Think of it as a learning ramp: see the pipeline structure first, then dive into the code. **Key Takeaways:** * How a visual builder can make agentic pipeline patterns (LLM + prompts + tools → agent → output) more approachable for beginners * What `llm_context_node` is and how it simplifies GenAI pipeline creation in Kedro * A live walkthrough of building and exporting a GenAI pipeline using Kedro Builder * Where the visual approach helps (pipeline scaffolding, boilerplate) and where you still need code (agent logic, output schemas) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Talk 2:** Let AI Agents Manage Your ML & Data Pipelines **Speaker Name and Designation:** Dmitry Sorokin, Senior Machine Learning Engineer II at QuantumBlack, AI by McKinsey **Speaker LinkedIn:** [https://www.linkedin.com/in/dmd40in/](https://www.linkedin.com/in/dmd40in/) **Talk Description:** This talk explores how traditional data & ML pipeline frameworks can be wrapped with an MCP server, enabling AI agents (e.g. LangGraph, Claude Code) to connect and manage pipelines programmatically. We’ll look at how this approach combines the deterministic nature of production data & ML workflows with the flexibility and reasoning capabilities of modern AI agents. **Key Takeaways:** * How to expose data & ML pipelines through an MCP server * How AI agents can orchestrate and manage existing workflows * A practical pattern for combining deterministic pipelines with agentic flexibility

🔐 **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/

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

**Connected Westerville Night of Networking** *April Edition: The Introduction Economy* You've been to the networking events. You've done the small talk. Collected the cards. Forgotten the names. And walked out feeling like you just wasted two hours of your life. The problem isn't you. It's the format. Most networking events put you in a room and tell you to figure it out. So everyone defaults to elevator pitches and business talk, and nothing real gets built. Here's the truth about networking that most people miss: Your network isn't just who you know. It's who thinks of you when they're talking to someone else. *That's* The Introduction Economy. And it only works when relationships are real. There's a reason people who come once keep coming back. It starts with seven minutes that feel nothing like networking. Then we open it up. Free networking. More conversations. More momentum. This is a room full of corporate professionals, entrepreneurs, business owners, creatives, and career builders in the Westerville and Columbus area. The mix is the magic. You might never do business with everyone you meet tonight. But someone in this room will think of *you.* **By name**. So, the next time someone needs exactly what you do, you get the recommendation. **April 14th. RSVP now.** **When:** Tuesday\, April 14th \| 6:15 PM \-\- 8:00 PM **Where:** Vineyard Community Center \| 6000 Cooper Rd\, Westerville\, OH 43081

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD