Streaming Analytics

June Meetup is here! Let's gooo! Do you want to learn more about Micro Frontends? Then we have some experts in the house! Check it out 👇 ────────── **18:30: Welcome** Grab a seat until everybody arrives! **18:45 Intro by Hosts Neciu Dan & Erik Grijzen** **19:00 8 Years of Micro Frontends @ New Relic: Lessons Learned** Speaker: **Erik Grijzen, Principal Software Engineer** New Relic started implementing a Micro Frontend architecture about eight years ago, before the concept of Micro Frontends even existed as an architectural pattern. Over the years, we’ve learned hard-won lessons on designing, scaling, and maintaining Micro Frontends. We will go over some of the most important architectural decisions that need to be considered and see how they have affected us. We will also cover some of the most common anti-patterns and discuss practical strategies to avoid them, illustrated with real-world examples. **19:30** **Developing a micro-frontends open source framework** Speaker: **Natalia Venditto, Engineer and hands-on architect at Adobe** In this talk, I will talk about the technical challenges of building and maintaining an open source framework. What features we have prioritized while using it and solving real life problems, how we have monkey patched the browser to work on top of the web platform and make it agnostic and how we are working to port some of those features as standards **19:50: Drinks and networking!** Do you want to talk at this meetup? Reach out to Dan Neciu [on LinkedIn](https://www.linkedin.com/in/neciudan/) And please help us spread the news and grow the community: **20:55 Meetup finished** **(FOR EARLY ACCESS: WE ALWAYS POST FIRST ON SOCIAL MEDIA)** [Twitter(X)](https://x.com/ReactJsBCN) [BlueSky](https://bsky.app/profile/reactbarcelona.bsky.social) [LinkedIn](https://www.linkedin.com/company/reactjs-barcelona/) [Instagram](https://www.instagram.com/reactjs_barcelona/) ────────── **Sponsors:** **New Relic** New Relic arms businesses with the trust and confidence required to thrive in the AI era. The New Relic Intelligent Observability Platform is the only open, AI-strengthened platform designed to unify telemetry and business outcomes, bringing intelligence and automated actions to the most complex digital environments. The platform shifts teams from reactive firefighting to intelligent orchestration, leveraging AI-driven automation to optimize technology spend and protect revenue in real-time. That’s why global leaders—Adidas Runtastic, Domino’s, Ryanair, Swiggy, Topgolf, and William Hill—run on New Relic to drive innovation and deliver exceptional customer experiences. ────────── **Join the Master Security Course for FREE!** Modules 1 & 2 are live now — **Exploits and XSS** — completely free to access. * Understand how common vulnerabilities actually work * Learn to identify and prevent security flaws in your code * Get practical, real-world examples you can apply immediately * Types of XSS + real case studies of XSS in ReactJS and more This is just the beginning — start building security expertise today. [Join here](https://neciudan.dev/master-security)

No slides. No speaker. No agenda. Just developers talking shop over a cold one. This is an informal gathering for engineers, founders, and builders who are deep in the agentic coding trenches — using tools like Cursor, Windsurf, Claude Code, OpenCode, or rolling their own agent pipelines. Come swap what's actually working, what blew up in production, and what you're excited about right now. We'll be at Barcelona, and the format is simple: show up, grab a drink, and share what you know. Bring a laptop if you want to show something, but it's not required. WhatsApp Group: https://chat.whatsapp.com/GVS0bHMPIzID3Ch9lt6YsU?mode=gi_t **What we talk about (but not limited to):** \*Agentic coding workflows and tooling * Prompt engineering & context engineering in practice \*Multi-agent architectures and orchestration * AI-native product building \*What's broken in the ecosystem and how you're working around it **Who should come:** Developers, technical founders, and AI engineers who build with (or on top of) LLMs. All levels welcome — senior devs with war stories and curious beginners both make the conversation better. **Format:** Open conversation, round-table style. Everyone teaches, everyone learns.

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUPO CINÉFILOS PARA IR AL CINE, FILMO, TEATRO O CONCIERTOS EL OBJETIVO DEL GRUPO ES PONER EN CONTACTO A PERSONAS QUE COMPARTEN LOS MISMOS INTERESES. NOS PONEMOS DE ACUERDO POR EL CHAT GENERAL PARA ENCONTRARNOS. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE UN CHAT DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

*Please Always contact me by whats app to book your space at the workshop, thank you!* What we' ll do You don't need to be an artist to join my creative art workshop! I'll be waiting for you outside the MACBA (The Barcelona Museum of Contemporary Art). From there, we'll take a walk to CCCB (The Centre de Cultura Contemporània de Barcelona), which has a café and co-working space. Once we get there, we'll ask for coffee/tea and get ready to embark on our creative journey! The art-making process will serve as a bridge for social and creative communication, and the theme will be centered around traveling and the things that make us vibrate. We'll start by using imagery, storytelling, and moving freely between drawing and writing to collage. We'll also work collaboratively, with each collaborator adding to a composition in sequence, allowing creativity to flow as we play. The main objective is self-expression, awakening creativity, having fun, and sharing a nice time together while colors and words come together to empower the artistic experience. I will guide you in the right direction to create something that you may have never thought of on your own, and you can take your own pace with art and bring it back home. The aim of this art workshop is to enhance your own creativity and self-expression. I will provide all the art materials, and the cost is 25 euros for a maximum of four people for a one-hour-long session. An individual session costs 40 euros. If you'd like to attend an creative art workshop please send me a message or call me to book your place. You can also arrange a different time that suits you better. Thank you very much! For more information and to book your space, please send me a WhatsApp message. Valentina +34 661192530. [Expressive Art Therapy](https://editor.wix.com/html/editor/web/renderer/edit/d4757503-66ca-4cc8-90dd-d8f04b6c2406?metaSiteId=304f1467-5223-4ce7-9734-ae4b73662750#:~:text=https%3A//expressiveartthera.wixsite.com/valentinacreativeart) * https://expressiveartthera.wixsite.com/valentinacreativeart About Me I'm an artist and an expressive art therapist, a yoga, dance and pilates, I'm originally from latin America, and I've lived in New York, London and now Barcelona for a while. I get my inspiration from traveling, and sharing the art making process with people to allow them to expand their creative potencial ! As an artist and teacher I've travel around the word and I always carry with me color pencils and a bloc to socialised in a creative ways ! I Believe that each one of us is inherently creative and infused with the gift of imagination, to shape their experience into creative expression! * Descripción No necesitas ser un artista para tomar parte de esta experiencia creativa ! El proceso de hacer arte es un puente social creativo de comunicación, y el tema sera el viaje y cosas que nos hacen vibrar ! Empezaremos usando imágenes contar historias, moviéndonos libremente entre dibujo y escritura al collage! Tan bien trabajaremos componiendo colectivamente y la creatividad comenzara a fluir dentro tuyo como jugando! lo mas importante en que te expreses, despiertes tu creatividad y pasarlo bien juntos, mientras los colores y palabras se juntan una con las otras, empoderando tu experiencia artistica! Al final tendras una pieza artística que podrás llevarte a casa! \*Yo dare los materiales, con un cafe o te incluido. * El taller cuenta 25 euros grupal, 35 euros la sección individual, * El taller dura 1 max 4 personas, por favor mandame un mensaje para hacer tu reserva +34 661192530 Sobre mi Soy una Artista, Terapeuta en Artes Expresivas y tan bien profesora de Danza, Yoga y Pilates. Soy originalmente de Latino America y he vivido en Nueva York, Londres y ahora hace ya un tiempo en Barcelona! Encuentro inspiración de los viajes y de compartir el proceso artistico con otros para ayudarlos a expandir su potencial creativo. Creo que cada uno de nosotros es inherentemente creativo y pose el regalo de la imaginación, para transformar su experiencia en una expresión creativa. * [Expressive Art Therapy](https://editor.wix.com/html/editor/web/renderer/edit/d4757503-66ca-4cc8-90dd-d8f04b6c2406?metaSiteId=304f1467-5223-4ce7-9734-ae4b73662750#:~:text=https%3A//expressiveartthera.wixsite.com/valentinacreativeart) ://expressiveartthera.wixsite.com/valentinacreativeart

La proposta d'aquesta activitat és anar a un assaig de l'obra *“Nascuts lliures”* de la companyia La Conquesta del Pol Sud. L'obra, que aviat serà estrenada al Teatre Nacional de Catalunya (en el marc del Festival Grec), és un projecte escènic de teatre documental que posa al centre el concepte d'educació tractant de respondre la pregunta “Quins reptes afronta l'educació en el món d'avui ?" Activitat gratüita - **NASCUTS LLIURES** Sinopsi A escena, un grup de professionals de l'educació comparteixen les seves preguntes, inquietuds, esperances i pors a través de les seves experiències. Un cant escènic a la idea de transformació dels individus i a la idea d'educació com a creixement. Companya: La Conquesta del Pol Sud Direcció i creació: Carles Fernández Giua Interpretació: Eugènia Arús, Manel Barceló, Irene Bonilla, Aleix Escursell, Ferran Galimany, Laia González Fernández, Micky Jarra.

Join us for a full day of coworking on 10th June at [OneCoWork Catedral](https://onecowork.com/es/locations/catedral) Expect deep work sprints, fresh connections, and built-in accountability. We'll kick off at 09:30, work in friendly intervals, and break for chats and coffee throughout the day. **Why OneCoWork?** With a rooftop terrace that is a hidden gem and easy access to the city’s main business hubs, OneCoWork Catedral is the ideal coworking space for professionals who need a well-connected workspace to thrive. **Schedule (flexible and optional)** * 09:30 – Arrivals & intros * 10:00 – Deep-work sprint * 13:00 – Lunch break (tons of nearby cafés) * 14:30 – Deep-work sprint * 16:30 – Wrap-up & casual networking **Good to Know** * Bring your laptop and chargers—Wi-Fi is provided **More Details** 📍 Address: Av. de la Catedral, 6-8 08002 Barcelona 🎫 RSVP: Spots are limited—reserve yours now 💲 Price: FREE for Barcelona Entrepreneurs **Host: Julia** **Organised by and for the Barcelona Entrepreneurs Community.** **—--** Join our Community for more interactions with the members: **WhatsApp:** [https://chat.whatsapp.com/J2V5hTCakTFA8BdNHKg05L](https://chat.whatsapp.com/J2V5hTCakTFA8BdNHKg05L) Come and say hi! **—--** **Are you a freelancer / service provider?** Apply to become visible in our community’ directory: → [https://becgr.pro/for-providers](https://becgr.pro/for-providers) **🚀 Building a startup?** Get visibility & fast feedback on your project → [https://chat.whatsapp.com/GCuP7InfW1xKaa7ooynpZP](https://chat.whatsapp.com/GCuP7InfW1xKaa7ooynpZP)

Propongo una primera quedada pequeña entre personas que acompañan procesos personales, relacionales, terapéuticos, corporales, creativos o comunitarios. La idea es encontrarnos entre pares y ver si hay afinidad para hablar de práctica, vínculos, límites, comunicación, coherencia, cansancio, exposición, dinero y soledad profesional; pero también de algo más de fondo: qué implica intentar cuidar la forma en que nos relacionamos con los demás y con nosotros mismos, y qué consecuencias concretas tiene vivir y acompañar desde un lugar más honesto. No está pensado como una formación, una supervisión formal ni un grupo terapéutico. Tampoco como una tribu cerrada, un espacio donde todo el mundo hable igual o un encuentro de networking vacío. Está pensado para personas que ya acompañan o tienen experiencia en relación de ayuda, terapia, educación social, mediación, cuerpo, procesos grupales, creatividad o acompañamiento comunitario, y que echen de menos espacios más horizontales donde poder pensar, contrastar y compartir desde la práctica y desde lo que implica intentar vivir con más honestidad y cuidado en la forma de relacionarse. Esta primera quedada será simplemente una mesa tranquila para conocernos y ver si aparece resonancia. Si hay afinidad, me gustaría que pudiera nacer algo con continuidad; una mesa mensual de apoyo/intervisión entre pares y también una pequeña red viva desde la que puedan surgir otros planes y formas de compartir más allá del contexto puramente profesional. Si no, simplemente habrá sido un café y una conversación :) Pd: Esta convocatoria forma parte de una primera fase de prueba del grupo. Habrá una mesa presencial de domingo y una mesa presencial entre semana. La idea es ver dónde aparece afinidad y, más adelante, si tiene sentido crear algo con continuidad.

\-\-\-\-\-\-\-PLEASE REGISTER ONLY THROUGH [THIS LINK](https://event.meetmaps.com/DS26/en/registration)\-\-\-\-\-\-\-\- **Join us for another Tech Talk at Glovo HQ 🚀** We’re opening the doors of Yellow Park for the **Data Science Tech Meetup on Thursday, June 11th**, to explore how to scale advanced AI for real-world product discovery and categorization. Glovo’s team and Anna Sánchez from Wallapop will join the conversation to share their experiences building AI solutions at scale for product discovery and categorization * **Deploying LLMs at Scale at Delivery Hero:** Our very own team **[Aleix López](https://www.linkedin.com/in/aleixlopezpascual/)** and **[Pablo Medin](https://www.linkedin.com/in/pablojmed/)**[a](https://www.linkedin.com/in/pablojmed/) will share what they've learned deploying LLMs in production at Delivery Hero for food categorization across millions of products and multiple markets. Rather than focusing on the model itself, we'll dive into the parts that don't usually make it into papers or blog posts: hard-won takeaways on evaluation, cost optimization, and stakeholder management. * **The Path to Semantic Search at Wallapop: [Anna Sánchez Espunyes](https://www.linkedin.com/in/anna-s%C3%A1nchez-espunyes/)**[ ](https://www.linkedin.com/in/anna-s%C3%A1nchez-espunyes/)from Wallapop will talk about how the company moved beyond rigid keyword matching. She’ll break down how they use embeddings to understand what users actually mean when typing vague or misspelled queries into a constantly changing inventory of 100M listings. **🎤 AGENDA:** * 18:30 – 19:00 \| Deploying LLMs at Scale at Delivery Hero \(Aleix López & Pablo Medina\) \+ 10 min Q&A * 19:00 – 19:30 \| Path to Semantic Search at Wallapop \(Anna Sánchez Espunyes\) \+ 10 min Q&A * 19:30 – 20:30 \| Drinks & Food **⏰ WHEN:** Thursday\, June 11th\, 2026 \| 18:30 to 20:30 **📍 WHERE:** Glovo HQ - Llull 108, 08005 Barcelona

Enjoy a live jazz concert while you eat or have a drink. The best way to end the week! Free entrance but you are welcome to tip the band! En Ocaña tenemos jazz en directo todos los domingos! La mejor forma de terminar la semana. La entrada es libre y a taquilla inversa! A Ocaña tenim jazz en directe tots els diumenges! La millor forma de tancar la setmana. Entrada lliure amb taquilla inversa.

Aleix Pol, president of [KDE e.V.](https://ev.kde.org/) will talk about [BuildStream](https://buildstream.build/), a mechanism to build operating systems and all sorts of packages like that. We will discuss why it's interesting, what can it do and why have I been spending time seeing to [KDE Linux](https://linux.kde.org/) using it as it's build tool. After this presentation you'll also know how to build your operating system and hopefully be able to contribute to a bunch more! 📅 **Date:** 11 June ⏰ **Start time:** 19:30 h 📍 **Location:** [Akasha Hub](https://maps.app.goo.gl/CZE8q8uaag8UgnRCA) \- Carrer de la Verneda\, 19\, Nau 1 · Barcelona

Ven a disfrutar de los jueves eclécticos en Ocaña en Vivo! ¡Este mes tenemos grupos de flamenco, blues, rumba, latin, y de todo un poco ! Como siempre , los jueves son eclécticos en nuestro Café-Restaurante. Un popurrí de artistas para pasarlo en grande, cada mes con nuevos grupos de flamenco, blues, rumba, latin y de todo un poco! Todos los jueves desde las 21h, ¡y a entrada libre!

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹PRACTICA TUS PASOS SHUFFLE DANCE HAZ REELS INSTA TIK TOK HAZ AMISTADES. VEN SOLO/A O CON AMIG@S Y PÁSALO PIPA HACIENDO NUEVAS AMISTADES. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE UN CHAT PRO DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

**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)

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Hosted by Licking County Soil and Water Conservation District **Stream Team Sampling Events** Are you interested in the health of local rivers and streams? You can join the Licking County Soil and Water in a Stream Team assessment. These events are a night filled will fun in the water. We look at habitat, biology, and chemical parameters in waterways that indicate how healthy our water is! We would love to see you at one of these events! Family friendly. Free to attend. June Wildwood Park, Granville Where: 785 W Broadway, Granville, OH 43023 Date: 6/11/2026 Time: 5:30 - 7:30 P.M. July Velvet Ice Cream, Ye Olde Mill Where:11324 Mount Vernon Rd, Utica, OH 43080 Date: 7/9/2026 Time: 5:30 - 7:30 P.M.

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.