Audio Signal Processing

Curious about what Irish SMEs are actually doing with AI? We’re getting together with the folks from The Irish Times, Buymedia, and Coolplanet to look under the hood of their data stacks. They'll be sharing exactly how they use Snowflake AI to clean up messy documents, speed up data engineering, and turn weeks of work into hours. Drop by for some honest talk about what works in the real world, plus food, drinks, and a chance to catch up with the local Snowflake community. **Right Story, Right Reader: Building a Hybrid News Recommendation Engine in Snowflake, Juliana Murphy, The Irish Times** At The Irish Times Group — home to The Irish Times, Irish Examiner, Breaking News, The Echo, and more — we publish hundreds of articles every week. The challenge isn’t the quality of the journalism, but helping readers find the stories most relevant to them, as discovery becomes increasingly fragmented across search, social, and other channels. In this session, Juliana Murphy walks through how The Irish Times built For Me — a pilot personalised content feed delivered three times daily to subscribers — using a fully native Snowflake architecture, with no external ML infrastructure or data movement outside the warehouse. The session covers the full pipeline: converting article text into 1,024-dimensional vector embeddings with Snowflake Cortex, building subscriber preference profiles from behavioural data, and using native vector similarity scoring and task orchestration to generate recommendations end-to-end within the warehouse, with output delivered to subscribers via an S3 stage. Beyond the technical build, we’ll explore the constraints unique to news. Unlike entertainment platforms, journalism must balance personal relevance with information diversity. We’ll show how editorial curation, controlled ranking logic, and user choice are embedded directly into the system design — and how those decisions shape both architecture and outcomes. Key takeaways: • Why editorial and ethical constraints belong in your data architecture, not just your product spec • Building a production-grade recommendation pipeline natively in Snowflake (Tasks, Cortex embeddings, cosine similarity scoring, Python UDFs) • What “hybrid” means in practice: combining ML signals with editorial control • Why domain knowledge matters as much as model performance **Accelerating Data Engineering with Snowflake Cortex Code, Jenny Zhou, Snowflake** This demo showcases Cortex Code, Snowflake’s AI-powered coding agent designed to automate and optimize the end-to-end data development lifecycle. We will demonstrate how Cortex Code moves beyond simple code completion by leveraging platform awareness—integrating your database schema, security context, and execution logs directly into the development workflow. **Extracting Structure from Chaos: Parsing Documents from 400+ Media Sources with Cortex AI at Buymedia, Estella Roberts, Buymedia** At Buymedia, ingesting data from over 400 unique media sources is anything but clean. Every source brings its own document formats, layout quirks, and edge cases that completely break traditional extraction tools. In this session, Estella Roberts shares how Buymedia transformed a manual, error-prone bottleneck into an automated, native pipeline using Snowflake Cortex AI and CORTEX.COMPLETE. We'll dive deep into the architecture, explore the messiest edge cases, and share practical solutions for when unstructured documents refuse to cooperate. Expect less theory, more real-world trade-offs, and actionable lessons on building resilient, modern AI pipelines. **From Sprints to Hours: Building an AI-Powered Data Stack at Coolplanet, Niall Magee, Coolplanet** At Coolplanet, we handle massive volumes of customer data effortlessly. But our internal business data? That started with Google Sheets, a basic BI tool, and a quiet confidence that it would scale. It didn't. In this session, we’ll share our honest journey from a fragile spreadsheet setup to a production-grade modern data stack using Fivetran, dbt, and Snowflake. More importantly, we'll reveal how AI became our ultimate force multiplier, turning sprint-long tasks into hours-long workflows. The highlight of the session is a deep dive into our AI-driven build process. We’ll show you how to take a plain-language brief and immediately generate dbt models, semantic layers, and functional Streamlit dashboards. Key Takeaways: * The AI Workflow: Practical steps to accelerate dbt, YAML, and SQL generation. * The Stack Evolution: Honest lessons from migrating to Fivetran, dbt, and Snowflake. * Beyond Traditional BI: Why we are shifting toward AI-scaffolded Streamlit apps. * Snowflake Cortex: How to ground natural language queries in a governed semantic model. **Location** Clayton Hotel Charlemont **Agenda** 6:00 pm – Food & Networking 6:30 pm – Welcome 6:35 pm – Right Story, Right Reader: Building a Hybrid News Recommendation Engine in Snowflake * [Juliana Murphy](https://www.linkedin.com/in/subiuliana/), The Irish Times 7:05 pm – Accelerating Data Engineering with Snowflake Cortex Code * [Jenny Zhou](https://www.linkedin.com/in/yingying-jenny-zhoudong/), Snowflake 7:25 pm – Break 7:35 pm – Extracting Structure from Chaos: Parsing Documents from 400+ Media Sources with Cortex AI at Buymedia * [Estella Roberts](https://www.linkedin.com/in/estellaroberts/), Buymedia 8:05 pm – From Sprints to Hours: Building an AI-Powered Data Stack at Coolplanet * [Niall Magee](https://www.linkedin.com/in/niall-magee/), Coolplanet 8:35 pm onwards – Drinks & Networking

These group harmony singing and vocal exploration sessions are for anyone who is longing to connect to themselves and others through the voice in service to a more loving world. These 5 weekly Thursday night sessions which run from 30 Apr to 28 May, are all about freeing your voice, singing in harmony and feeling part of a community of warm, friendly people. We will continue till 2 July, so you can also enrol on another 5 week set after this one if you feel inspired to keep going! Over the course of these sessions we will explore together what it is like to cultivate a sense of **being enough (with less effort)**. This is a radical rejection of the ideology of self-improvement, productivity, speed, talent, growth and individualism which we are surrounded by. When we sing, we work intimately with worries around what we sound like, whether the sounds we are making are acceptable, whether we are ‘doing it right’ and ultimately whether we are enough. As we notice these thoughts and feelings, we can invite the ease with which we were born to return. We also work intimately with liberation of our breath and body. > In these sessions you will be invited to become more aware of opportunities to try less, let go more and you will learn about how to support your voice through diaphragmatic breathing and somatic connection. Humans have gathered to use their voices as tools for healing, prayer, divination, plant communication, echoes of topography, expressions of identity, creators of harmony and much more but music and singing have been reduced largely to entertainment and big business in modern capitalist culture. In these sessions we **reclaim our voices as technologies of connection and enchantment**. Singing is not for the few, it is our birthright and a means to better health and wellbeing. We will experience beauty not only in the aesthetics of our voices but in their authenticity and capacity to connect us. We do not have to sound or look beautiful to *be* beautiful as we are all miraculous beings simply by existing. Singing is one of the most powerful tools to connect and bond human beings so as we sing together, you will experience a sense of being held in a container of human sound, a balm for the soul. You may even experience a sense of ‘interbeing’, a deep sense of interconnectedness and non-duality. Contrary to what we are told, us humans are not on this Earth to compete with and dominate each other. > We are all leaves of the same tree, cells of the same organism, stewards of the same Earth. This course will also be rooted in what we can **learn from Indigenous and traditional cultures and from living systems (nature)**. We will sing songs which connect us to our ancestral lineages and to the Earth. We will musically explore and celebrate concepts from the Global South such as Ubuntu (a set of related African value systems emphasising interconnectedness) and Buen Vivir (a Latin American concept describing living well as sustainably living in harmony within a community including humans and nature) as well as those from closer to home such as ‘*Dinnseanchas’, meaning* lore and knowledge of place and ‘d*úchas’* (heritage and wildness, a sense of where you come from, to whom and to where you belong). This course is open to all, regardless of how you sound and previous experience. The Facilitator: Rachel is a song leader with a background in ethnomusicology and has spent time with many communities around the world facilitating and researching music making, Rachel is also an educator and uses music and singing as a tool for for learning and changemaking in the areas of wellbeing, diversity, sustainability, social justice and community building community. ##### **Booking & Pricing:** 5 week course €140 - €90 sliding scale Info and sign ups: https://fullcirclechange.ie/event/rooted-together-in-harmony/

Join the murder this Walpurgis Night at The Wild Duck. A gathering of crows—curious, well-dressed, and open to chance encounters. Play new and familiar games, meet strangers, trade trinkets, and follow where conversation leads. No fixed structure—only an invitation to take part. Come alone or arrive together. Stay a while or drift as you please. Something simple begins here. It may not remain that way. **Dress Code:** black, feathers, sparkles. Bring something small, if you wish. Complimentary drink included. The first gathering. The rest will follow. 📅 Date: Sunday, 30th April 2025 🕕 Time: 7:00 PM – 9:30 PM 📍 Location: Wild Duck, Temple Bar, D1 💰 Tickets: 🎟️ €17 General \| 2 for €23 \(online only\!\) 🚪 €19 at the door \| €29 for 2 🎟 RSVP now to secure your place! [TICKETS AVAILABLE HERE](https://www.eventbrite.ie/e/crow-party-with-fool-nouveau-and-rosie-hop-tickets-1987193918504?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl)

Welcome to lockpicking at Tog. Join us as we teach the various methods of picking and bypassing common locks in Ireland. All equipment provided. Warm clothes reccomended as the heating isnt the best.

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.

Join us to **practise and improve your target language with native speakers on Thursday downstairs in River Bar** (Burgh Quay, Dublin 2) from **6.30pm to 8.30pm**. **Our system:** **• You sit opposite a native speaker of the language you're learning** **• You speak 5mins English, 5mins other language, then change table** This ensures everyone gets an equal opportunity to practise the language they're learning. Our team seats people, controls the time, organises the table changes etc. What to expect: • Relaxed easy going atmosphere • Professional and quality service • Great networking opportunities • All levels welcome from absolute beginner to fully fluent • A big mix of ages with attendees at each event from 18 to 70+ years old • Topic cards on the tables to help start conversations Wide range of languages: We usually have **native speakers of English, Spanish, French, Portuguese, German, Italian, Japanese, Chinese** and more depending on who shows up. **Admission fee €7** (€6 for student card holders). **No pre-registration required, just show up**. Loyalty card system: Come to 5 events and the 6th is free. Over 150,000 people have attended our language exchange events since 2012 to practise and improve their target language - you can too! Everyone is welcome! For more news and info check: Website: [www.languageexchangeireland.com](http://www.languageexchangeireland.com/) FB: [www.facebook.com/languageexchangeireland](http://www.facebook.com/languageexchangeireland) Instagram: [www.instagram.com/languageexchangeireland](http://www.instagram.com/languageexchangeireland) NOTE: The MeetUp attendance does not reflect actual attendance. There are usually around 100 people at each event.

**Power Pages Server Logic: Finally, real backend power** If you’ve built Power Pages portals before, you’ve probably had to juggle JavaScript, Liquid, and Power Automate just to implement what should be simple backend logic. Finally, things are changing, Server-Side Logic introduces a new way to handle business rules, validations, and integrations—securely and in real time—without relying on workarounds. In this session, we’ll break down what this means in practice, when to use it and how it compares to other methods. We’ll also run through a live demo to show how it works end-to-end. bio: **Oliver** **Rodrigues** is a Microsoft Business Application MVP and Power Platform Architect. He’s been working with Portals over the last several years and love to share knowledge and experience with the community. **Prompt to App: Does Copilot Plans Actually Deliver?** In this session, we’ll take a practical look at Copilot Plans in Microsoft Power Apps and see how far it can really go in building apps from a simple prompt. Starting with a real scenario, we’ll generate an app using Copilot, explore what it creates in Microsoft Dataverse, and review where it works well versus where it still needs manual refinement. Expect a live demo, honest observations, and a clear view of whether this is a genuine productivity boost or just a good starting point. **Mohit Chaturvedi** Dynamics 365 and Power Platform Lead at Simply Dynamics ; with 12 years of experience delivering enterprise CRM solutions across sectors including finance, retail, public sector, and manufacturing. Experienced in solution architecture, cloud migrations, and leading cross-functional teams.

Afternoon drink or coffee and chats about all things music production. All skill levels and people welcome. Let's meet and learn from cool like-minded people.

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.

Dublin'de TheBirolFamily ile akustik Türkçe şarkılar eşliğinde keyifli bir akşam seni bekliyor! 90'lardan ve günümüzden sevilen şarkıları sade ve içten haliyle çalıp söyleyeceğiz. Bol eşlikli ve sohbetli, samimi bir ortam hazırladık. Bekleriz !

Location: Robert Emmet Community Development Project, [Usher St, Usher's Quay, Dublin](https://www.google.com/maps/place//data=!4m2!3m1!1s0x48670c2f9c5af8cb:0x1d350b1a489f5f2d?sa=X&ved=1t:8290&ictx=111). [https://g.co/kgs/9hCzJ4J](https://g.co/kgs/9hCzJ4J) **All voices are welcome, all levels of experience are welcome. Newcomers and beginners are always welcome.** We are an established singing group and so we will be singing regardless of how many attendees you see coming to this event :) We sing from a book called The Sacred Harp, and we can loan you a copy to sing from. We sing as a group, take it in turns to choose the songs we'd like to sing, and take a tea break (very important!) around 20.00. Check out this YouTube playlist to hear the music and to hear us and some international visitors singing together: https://www.youtube.com/watch?v=xghHi2bV-ZI&list=PLYHNt0OEEyLqDnQHhXt04RfTWnaOZvwcS

We at Freesalsa Ireland believe in growing the community, something our friend DJ Leo also believes in. Therefore, we are delighted to promote his weekly practice here on our Meetup for those of you looking to spend their Sunday in the best way. There will be a 60-minute lesson before social with the award-winning DJ Leo until 17.00. Prices stand at a very affordable: €5: Only Social or Only Class €5: for beginners class and social €7: for intermediate/improvers class and social. *Please note, class capacity is limited, so arrive early to be sure of a spot; first come, first serve. This is why we dance. To spend time with folks and have new experiences. You won't find a better group to do that with than this. See you all then.

**[Early Bird Discount!](https://www.eventbrite.com/e/social-karaoke-night-tickets-1984840246608)** ### 🎤 What Is the Social Karaoke Night? A fun and social karaoke night designed to help people meet, laugh and enjoy music together. This is **not a professional singing competition** — it’s a relaxed and friendly event where people sing well-known songs, support each other and enjoy a great atmosphere. Whether you come alone or with friends, you’ll quickly feel part of the group. Our events bring together **international people living in Dublin**, making it a perfect place to meet new people while enjoying music. ### 🎶 How The Karaoke Works During the karaoke session, participants will sing **in small groups**. You can sing: • With your friends • With other attendees (groups will also be created randomly) This makes the experience more relaxed and fun, even if you’re not used to singing. The focus is simply to **have fun and enjoy the music together**. Most songs will be **well-known hits in English**, so everyone can easily sing along. ### 🏆 Voting & Prizes At the end of the performances, everyone attending will vote for the groups they enjoyed the most. Participants will assign points to their **three favourite performances**. At the end of the night, the **three groups with the highest score will win a prize.** So bring your best energy, creativity and stage presence! ### 🌍 Who Is This Event For? This event is perfect for: • People new in Dublin • Expats and international professionals • Locals looking to meet new people • Anyone who enjoys music and social events You don’t need to be a great singer — the goal is simply to **have fun and enjoy the experience**. Many people attend alone, and the group format makes it easy to interact with others. ### 💬 Friendly & Inclusive Atmosphere Our events are known for being **welcoming, respectful and easy-going**. No pressure, no judgment — just good vibes, music and people enjoying a fun night together. ### 🎟 Entry • €8 **[Early Bird Discount](https://www.eventbrite.com/e/social-karaoke-night-tickets-1984840246608)** • €10 Regular Ticket 🟡 Regular Members: 50% off 🔵 Theme Members: Free 🟣 Complete Members: Free ⚠️ Limited spots available. ### 🎉 Join Us Expect **great songs, lots of laughs and a friendly crowd**. Whether you sing enthusiastically or just enjoy the show, this is a fantastic way to spend a social evening in Dublin. Reserve your spot and get ready for a **fun karaoke night with an international community 🎤✨**

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!

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

**TBA**

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/

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.