Pair Programming

Google I/O is back! and here we have our I/O extended with SCRM - Schwarz Digits. Technology, networking, food, cold drinks, and looking forward to getting together again. Agenda: 18:00 -> Open doors and check-in 18:30 -> Welcome 19:00 -> Keynote 20:30 -21:30 -> Food + networking MEETUP USERS, ATTENTION!: In order to reserve your spot, you need to fill the RSVP here: https://gdg.community.dev/e/m85f8h/ Agenda 6:00 PM: Open doors and check-in 6:30 PM: Welcome 7:00 PM: Keynote 8:30 PM: Food + networking --- Hosted By Joan Fuentes, Mobile software engineer Ekaterina Nosova, Product Manager Founder of Relato Network, expat in Barcelona, learning Catala, castellera. GDG Barcelona, Marcia Paola Rodriguez Briceño, Marketing & Tech Consultant Consultora de Marketing Digital y aplicación de herramientas digitales para impulsar marcas. Diseño tu plan de acción con las principales tácticas en marketing y las mejores herramientas digitales para que optimices tu presupuesto e impulses tu negocio. Digital Marketing Consultant and Application of Digital Tools to Boost Brands. I design your action plan with key marketing tactics and the best digital tools to optimize your budget and boost your business. Dani GN, Tech nerd Romina Elena Mendez Escobar, Cloud Soy Cloud & AI Architect con experiencia diseñando soluciones distribuidas en entornos multicloud, edge y on-premise, aplicando prácticas de MLOps, automatización y Generative AI. He liderado proyectos en sectores como salud, genómica, fintech, energía, turismo, automoción, retail, arte, construcción y sector público. Como docente universitaria, dicté materias como Inteligencia Artificial y Computación en la Nube, y actualmente me desempeño como tutora de tesis en temáticas como Big Data, NLP, infraestructura cloud y analítica avanzada, acompañando a estudiantes en el desarrollo de soluciones técnicas conectadas con desafíos reales de la industria. Formo parte de comunidades globales como AWS Community Builders y Google Women Techmakers, desde donde promuevo la divulgación tecnológica con enfoque en diversidad, educación técnica y liderazgo femenino. Además, soy speaker, mentora técnica y creadora de contenido, enfocada en compartir conocimiento aplicado a través de artículos, workshops y soluciones reproducibles sobre arquitectura de datos, herramientas open source, migración, automatización y aplicaciones de IA generativa. Me apasiona combinar innovación tecnológica con impacto social, colaborando en iniciativas que integran datos abiertos, ética en IA y educación accesible. Samar El souki, Product Designer With 6 years of experience in UX design, I craft user-centered solutions by combining research, wireframing, and prototyping to deliver intuitive and impactful digital experiences. Lizzeth Quinteros, Platform Engineering Lead Gabriela Soto, Data Management Specialist Software Engineer with 12+ years of experience in software development, including application life cycles and modern design. Skilled in analyzing workflows, business logic, and leading development teams while emphasizing best practices and communication. Active volunteer in tech communities addressing gender gap in STEAM and promoting social inclusion. --- Partner SCRM Schwarz Digits (https://schwarz-digits.de/en) --- Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-barcelona-presents-google-io-2026-extended-watch-party-barcelona-with-scrm-schwarz-digits/.

**[YOU MUST BOOK ON OUR WEBSITE TO CONFIRM YOUR PLACE:](https://booking.myrezapp.com/en/online/booking/step1/7279/96173)** 🎉 BIG SPOTLIGHT: Improv Classes for Pre-Teens is here! 💭 Unleash your imagination with BIG Spotlight! Dive into a world of laughter & creativity with improv classes in English\*, perfect for pre-teens who love to explore, experiment, & express themselves. No experience needed—just a willingness to have fun. 🎭 Improv is all about boosting confidence, working as a team, & discovering the joy of thinking on your feet. Learn stagecraft, comedy, acting techniques, & sketch writing & celebrate your journey with an end of term showcase. 🦁 Secondary perks? You might just find yourself feeling braver, calmer, & bursting with joy. So, are you ready to jump in and give it a go? Because we can’t wait to see the amazing, creative things you’ll come up with! \*kids should feel confident communicating in English 🟣 AGES: 9-13 **STARTS**: Tuesday 9th September **TIMES**: Tuesdays 5:30pm - 7:00pm **DURATION**: Year long **SHOWCASE**: December, March, June **CLASS** **DATES**: 9th September - 16th June, with breaks for public holidays.

L'échange linguistique est d'espagnol/catalan-français Les horaires sont de 11h à 13h (flexibilité pour le début et la fin des échanges) Le prix du billet est de 4 Euros.

This is not a typical ceramics class. This is a small, intimate space designed to help you slow down, disconnect from daily noise and reconnect with yourself through a simple, hands-on experience. In a city that moves fast, this group offers a different kind of plan: creating with your hands, sharing a glass of wine, and enjoying a calm, screen-free moment. All workshops are held in very small groups (max. 4 people) to keep the atmosphere personal and relaxed. No previous experience is needed. What to expect: • A guided ceramics experience focused on the process, not perfection • A cozy and calm environment • Wine or non-alcoholic drinks • Time to disconnect, without pressure or distractions You will also be able to keep your piece after it’s fired, as a reminder of the experience. This group is for you if you’re looking for: • A creative break from routine • A mindful, slow activity • A different way to meet people or spend time alone Spots are always limited to keep the experience intimate.

L'intercanvi lingüístic es d'Italià/català - castellà Els horaris son de 11h à 13h Le prix es de 4 Euros.

Meditaciones Gratuitas en Sabadell para inscribirte hazlo por WhatsApp al **617 927 423** o en la web, que veras toda la información . **[https://sabadellsalud.com/meditaciones/](https://sabadellsalud.com/meditaciones/)**

Un entrenamiento en pareja centrado en lifts y figuras de danza. Se trabajan la técnica, la fuerza y la confianza necesarias para realizar elevaciones seguras y fluidas. El objetivo es ampliar el lenguaje expresivo en dúo, explorando dinámicas de peso compartido y movimiento en el aire.

At InnoIT Consulting, we are delighted to invite you to our upcoming event, organized in collaboration with Claude *Code Barcelona*, on **Wednesday, May 20**. 🎙️*Claude Code: Scaling AI Agents & Security in the Wild* **SUMMARY** We will be joined by **[Dror Asaf](https://www.linkedin.com/in/drorasaf/)** (Co-Founder & CTO, Kovant) and **[Joaquín Gamiz](https://www.linkedin.com/in/joaquin-gamiz)** (Security Engineer, Content Creator & Instructor). **🎙️ From Chaos to Marketplace: A Practical Guide to Sharing AI Agent Best Practices at Scale,** Dror Asaf As AI agents become central to development workflows, the real challenge is no longer adoption — it's **scaling them without letting knowledge become siloed** within individuals or teams. At Kovant, this challenge drove a progressive evolution: from ad hoc use in individual repositories to a central instructions repository, to a **dynamic skills system** that adapted to the context per project, ultimately culminating in an **internal plugin marketplace** that made sharing capabilities intuitive. Along the way, we discovered which simple approaches broke down at scale — and which solutions actually held up. This talk provides a **clear framework for managing agent knowledge** based on organizational maturity, along with practical lessons and actionable starting points for any team looking to consolidate **scattered knowledge into shared infrastructure**. **🎙️ Claude en modo red team y blue team: de repartir leña a sacar el extintor,** Joaquín Gamiz Una charla práctica sobre cómo usar Claude en **tareas de reconocimiento** y **fases iniciales de un pentesting (red team)**, y también como **apoyo técnico para analizar incidentes (blue team)**. Esta charla explora qué significa realmente ser hacker, desmontando mitos y conceptos erróneos, y se adentra en un **laboratorio práctico con Claude Code** — cubriendo su configuración, el contexto y las reglas de uso. Se introduce **MCP** como el mecanismo que permite a los modelos interactuar con herramientas, y se recorren distintos objetivos y metodologías de testing. A través de ejercicios prácticos, se muestra cómo **detectar vulnerabilidades en una web**, interpretar **resultados de Nmap** para priorizar riesgos y definir siguientes pasos, y finalmente cómo Claude Code también puede apoyar al **blue team** — demostrando su valor tanto en **escenarios ofensivos como defensivos**. With time for a dynamic **Q&A session and, of course, our networking with food 🍕 and drinks 🍻.** **👥 Do you want to come along?** Share this invitation with all your contacts, or click the "share" button below. **WHEN:** Wednesday, May 20 at 6:30 PM **WHERE:** Oficinas InnoIT Consulting, [C/ Diputació, 280, Bajos 2ª, 08009, Barcelona](https://maps.app.goo.gl/zC6Sf2jUogxauX317) **LANGUAGE:** English & Spanish **Join our [newsletter](https://www.inno-it.es/newsletter/)!** Don't miss out on upcoming events, exciting news and special job offers.

We organise a watercolour workshop for beginners; The teacher is an advanced graphic designer and painter Tiana Diakova, whose works you can check on Instagram: @diakova_art. The maximum amount of people is 10 so the teacher will be able to guide every person. The workshop is adapted to a beginner's level (every time people who never painted before are surprised with the result they achieve!) But also the process will be interesting for those who draw or paint already. For architects, designers, and illustrators it's a good way to discover a new technique and material and make new contacts) All materials are included so there is no need to bring anything. The process will take 2-2,5 hours. Important: Your subscription is confirmed after you make a payment following this link: https://mauicowork.com/watercolour-painting-with-tatiana/ Welcome to our evening of creativity in the atmospheric studio with beach vibes:)

**🎉Our next event is here!** After the great success of the last event, we’re glad to announce our next Claude Code Barcelona meetup! Don’t miss these two talks plus a great networking session, all thanks to our new host **InnoIT**. **⚠️** **Spots are limited.** We recommend reserving your spot as soon as possible. If you’re unable to attend, please let us know in advance so we can release your seat. **📅** May 20th \| Doors open at 6:00 PM\, kick off at 6:15 PM 📍 InnoIT - C/ Diputació 280, Bajos 2ª, Eixample, 08009, Barcelona **Agenda** **➡️** 6:15 PM — Check-in 🏢 6:30 PM — Host company presentation 🎤 6:40 PM — From Chaos to Marketplace: A Practical Guide to Sharing AI Agent Best Practices at Scale, by Dror Asaf, in English 🎤 7:20 PM — Claude en modo red team y blue team: de repartir leña a sacar el extintor, por Joaquín Gamiz Delgado, in Spanish 🤝 8:00 PM — Networking **\*\*\*** **🎙️Talks** **From Chaos to Marketplace: A Practical Guide to Sharing AI Agent Best Practices at Scale (In English)** AI coding agents are transforming how we build software, but getting your whole engineering organization to benefit from them is harder than it looks. At Kovant, we learned this the hard way, going through four stages of trial and error before landing on something that actually works at scale. In this talk, Kovant's CTO will share the honest story behind that journey and reveal the approach that finally made it click for our teams. *By Dror Asaf, CTO and Co-founder* **Claude in Red Team and Blue Team Mode: From Breaking Things to Putting Out Fires (In Spanish)** A practical talk on how to use Claude for reconnaissance and early phases of pentesting (red team), as well as a technical aid for incident analysis (blue team). This talk explores what it truly means to be a hacker, separating myths from reality, and dives into a hands-on lab using Claude Code, covering setup, context, and operational rules. We introduce MCP as the interface that enables models to interact with tools, and walk through real testing targets and methodologies. Through practical exercises, we demonstrate how to identify web vulnerabilities, interpret Nmap outputs to prioritize risks and define next steps, and finally how Claude Code can also support defensive strategies, showing its value for both red and blue team scenarios. *By Joaquín Gamiz Delgado, Security Engineer, Content Creator & Instructor* **\*\*\*** We’d like to thank our sponsor, **InnoIT** 🙌, for providing the space, snacks, and drinks! 🍕🧃 Don't miss it! 🎉 **\-\-\-\-\-\-\-\-\-\-\-** **🎉 ¡Ya está aquí nuestro siguiente evento!** Después del éxito del estreno, estamos encantados de anunciar el siguiente evento de Claude Code Barcelona. ¡No te pierdas estas dos charlas y su correspondiente networking, esta vez gracias a nuestro nuevo host, InnoIT! **⚠️** E**l aforo es limitado .** Te recomendamos reservar la tuya cuanto antes. Si finalmente no puedes asistir, por favor avísanos con antelación para liberar tu plaza. **📅** 20 de mayo \| Apertura de puertas a las 18:15h\, empezamos a las 18:30h 📍 InnoIT - C/ Diputació 280, Bajos 2ª, Eixample, 08009, Barcelona **Agenda:** **➡️** 6:15 PM — Check-in 🏢 6:30 PM — Presentación de nuestro anfitrión 🎤 6:40 PM — From Chaos to Marketplace: A Practical Guide to Sharing AI Agent Best Practices at Scale, por Dror Asaf, en Ingles 🎤 7:20 PM — Claude en modo red team y blue team: de repartir leña a sacar el extintor, por Joaquín Gamiz Delgado, en Español 🤝 8:00 PM — Networking **\*\*\*** **🎙️ Charlas** **Del Caos al Marketplace: Una guía práctica para compartir agentes IA con buenas prácticas de escalado (en Inglés)** Los agentes de programación con IA están transformando la forma en que desarrollamos software, pero lograr que toda tu organización de ingeniería se beneficie de ellos es más difícil de lo que parece. En Kovant, lo aprendimos por las malas, pasando por cuatro etapas de prueba y error antes de dar con algo que realmente funciona a escala. En esta charla, el CTO de Kovant compartirá la historia sincera detrás de ese recorrido y revelará el enfoque que finalmente hizo que funcionara para nuestros equipos. *Por Dror Asaf, CTO and Co-founder* **Claude en modo red team y blue team: de repartir leña a sacar el extintor (en Español)** Una charla práctica sobre cómo usar Claude en tareas de reconocimiento y fases iniciales de un pentesting (red team), y también como apoyo técnico para analizar incidentes (blue team). Esta charla explora qué significa realmente ser hacker, desmontando mitos y conceptos erróneos, y se adentra en un laboratorio práctico con Claude Code, cubriendo su configuración, el contexto y las reglas de uso. Se introduce MCP como el mecanismo que permite a los modelos interactuar con herramientas, y se recorren distintos objetivos y metodologías de testing. A través de ejercicios prácticos, se muestra cómo detectar vulnerabilidades en una web, interpretar resultados de Nmap para priorizar riesgos y definir siguientes pasos, y finalmente cómo Claude Code también puede apoyar al blue team, demostrando su valor tanto en escenarios ofensivos como defensivos. *Por Joaquín Gamiz Delgado, Security Engineer, Content Creator & Instructor* **\*\*\*** Queremos agradecer a nuestro sponsor, **InnoIT**🙌, por facilitarnos el espacio, snacks y refrescos!🍕🧃 ¡No te lo pierdas! 🎉

An improv jam for all! Then, 5-star international troupe TBC Improv creates hilarious stories based on your ideas. ## **Hot Singles: The Improv Jam & Show** **One night. Two halves. Infinite characters.** Get ready for **Hot Singles**, the ultimate high-energy improv experience where the props are plenty, the wigs are wild, and the "dates" only last until the bell dings. ### **The Schedule** * **The First Hour: The Jam** – This is your chance to shine! Whether you’re a seasoned pro or trying improv for the first time, our jam is a fun, supportive, and inclusive space to play games with the ensemble. No experience? No problem. * **The Second Hour: The Show** – Grab a drink and settle in. Watch the cast take the stage for a fast-paced "Speed Dating" spectacle. Our players will swap characters, costumes, and quirks at the sound of the host’s bell. ### **What to Expect** * **You Suggest:** Give us the spark for a scene. * **We Perform:** Watch the chaos unfold in real-time. * **Everybody Laughs:** A modern, upbeat comedy night for everyone. > **Note:** This is a live performance and community jam, not a workshop or open mic. We pride ourselves on a diverse, welcoming environment where absolutely everyone is invited. ### **Tickets & Info** * **Earlybird:** €7 (Recommended!) / **Regular:** €10 **/ At the Door:** €12 * **Location:** Circa, Comtessa de Sobradiel 2 bis., corner Avinyo. Metro L4 Jaime 1 or L3 Liceo * **The Vibe:** Upbeat, unpredictable, and unforgettable. *Limited tickets are available, so snag yours fast!* [Ticketing link here!](https://www.eventbrite.es/e/hot-singles-improv-jam-show-by-tbc-improv-tickets-1986078417009?aff=ebdsoporgprofile) \-\-\- We await you there to find the love of our life! Till then folks!

**BSC AI Factory & Gluecharm organize Is the 100x Developer Real?** **Practical tips for Devs, Architects & CTOs** on leveraging AI at scale with advanced patterns like **AI Factory**, **Compound Engineering**, and **Context Engineering** by one of our Incubated Startups. **Whatsapp Group - Agentic Coding** [https://chat.whatsapp.com/GVS0bHMPIzID3Ch9lt6YsU?mode=gi_t](https://chat.whatsapp.com/GVS0bHMPIzID3Ch9lt6YsU?mode=gi_t)

Hello, dear photo enthusiasts! :) Let's use this beautiful springtime and transform a wall of wild vine leaves into an enchanting natural set where light, texture, styling, and imagination come together to create beautiful imagery filled with nature's mystery and wonder. In this workshop, I invite you to draw inspiration from the work of Kirsty Mitchel and her Wonderland series: [https://www.kirstymitchell.art/wonderland/](https://www.kirstymitchell.art/wonderland/) This workshop is about learning how to create extraordinary images from simple surroundings by using nature, flowers, leaves, colour, to create emotion and a story. Working with a styled model in a styled nature setting, you’ll explore how to turn an ordinary park into something that feels timeless, painterly, and a little bit surreal. You will be able to: 📸 Create nature-inspired portraits using natural surroundings 🌿 Learn how to build visual magic from simple organic elements ✨ Use light, colour, texture, and composition to create a painterly feel 💡 Direct a model to evoke emotion, softness, mystery, and presence 🍃 See how nature itself can become part of the costume, mood, and narrative. Perfect for photographers of **all levels**, who love portraits, visual storytelling, and fantasy aesthetics. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Some words about the host - me :D*** I am Jelena, a professional photographer with 16+ years of experience and a former trainer of photography at Nikon Imaging. See my work here: **[www.photosbyjelenka.com](www.photosbyjelenka.com)** It will be my absolute pleasure to co-create with you and expand (or start :)) your photo portfolio. Kindest, Jelena

Build Your First AI Agent with Google ADK Ready to build your first AI agent? Join us at GDG Barcelona for a hands-on workshop where we will code an AI agent together from scratch using Google ADK. Whether you are completely new to the concept of agents or looking to get hands-on experience with Google's latest tools, this session is for you. We are starting from the absolute basics and working our way up toward building a complete Retrieval-Augmented Generation (RAG) system together. This session is designed as a practical, code-along experience, so bring your laptop and get ready to build! Whether you’re curious about agentic AI or looking for a practical introduction to building real-world systems, this workshop will give you a solid foundation and working code you can continue exploring after the event. 💻 What to Bring - Your laptop, ready to code: this is a strict requirement! This is a 100% hands-on workshop, and we will be writing code together. - A collaborative spirit: be ready to code, ask questions, and help your neighbors. 📚 What You Will Learn - The fundamentals of AI agents - How to get started with Google ADK - How to build an agent step by step - How to create a simple RAG system together 🎤 Speaker: Fabrício Carraro Computer Engineer (UNICAMP) and Data & Machine Learning Specialist, Fabrício is a leading figure in AI across Brazil and Latin America. ✨ Published author on Artificial Intelligence ✨ Host of the #1 technology podcast in Brazil: "IA Sob Controle" ✨ LinkedIn Top Voice for Artificial Intelligence ✨ TEDx Speaker ✨ AI Developer Advocate at the Barcelona Supercomputing Center Register only via this link https://www.eventbrite.es/e/workshop-ai-agents-con-gdg-barcelona-42-barcelona-tickets-1989317141120?aff=oddtdtcreator Agenda --- Speaker Fabricio Carraro - Barcelona Supercomputing Center (Ai Developer Advocate) Hosted By Joan Fuentes, Mobile software engineer Ekaterina Nosova, Product Manager Founder of Relato Network, expat in Barcelona, learning Catala, castellera. GDG Barcelona, Marcia Paola Rodriguez Briceño, Marketing & Tech Consultant Consultora de Marketing Digital y aplicación de herramientas digitales para impulsar marcas. Diseño tu plan de acción con las principales tácticas en marketing y las mejores herramientas digitales para que optimices tu presupuesto e impulses tu negocio. Digital Marketing Consultant and Application of Digital Tools to Boost Brands. I design your action plan with key marketing tactics and the best digital tools to optimize your budget and boost your business. Dani GN, Tech nerd Romina Elena Mendez Escobar, Cloud Soy Cloud & AI Architect con experiencia diseñando soluciones distribuidas en entornos multicloud, edge y on-premise, aplicando prácticas de MLOps, automatización y Generative AI. He liderado proyectos en sectores como salud, genómica, fintech, energía, turismo, automoción, retail, arte, construcción y sector público. Como docente universitaria, dicté materias como Inteligencia Artificial y Computación en la Nube, y actualmente me desempeño como tutora de tesis en temáticas como Big Data, NLP, infraestructura cloud y analítica avanzada, acompañando a estudiantes en el desarrollo de soluciones técnicas conectadas con desafíos reales de la industria. Formo parte de comunidades globales como AWS Community Builders y Google Women Techmakers, desde donde promuevo la divulgación tecnológica con enfoque en diversidad, educación técnica y liderazgo femenino. Además, soy speaker, mentora técnica y creadora de contenido, enfocada en compartir conocimiento aplicado a través de artículos, workshops y soluciones reproducibles sobre arquitectura de datos, herramientas open source, migración, automatización y aplicaciones de IA generativa. Me apasiona combinar innovación tecnológica con impacto social, colaborando en iniciativas que integran datos abiertos, ética en IA y educación accesible. Samar El souki, Product Designer With 6 years of experience in UX design, I craft user-centered solutions by combining research, wireframing, and prototyping to deliver intuitive and impactful digital experiences. Lizzeth Quinteros, Platform Engineering Lead Gabriela Soto, Data Management Specialist Software Engineer with 12+ years of experience in software development, including application life cycles and modern design. Skilled in analyzing workflows, business logic, and leading development teams while emphasizing best practices and communication. Active volunteer in tech communities addressing gender gap in STEAM and promoting social inclusion. --- Partner 42 Barcelona Fundacion Telefónica (https://www.42barcelona.com/) 42 Barcelona es el campus de programación más innovador y gratuito que te abre las puertas al mercado laboral. Con una metodología revolucionaria y una duración media de tres años, está abierto las 24 horas del día, 7 días a la semana para que puedas aprender a tu ritmo. --- Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-barcelona-presents-build-with-ai-build-your-first-ai-agent-with-google-adk/.

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

**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** TBD **YouTube Link** TBD

We connect you with up to 30 Men or Women tennis partners close to your PLAYING REGION and skill level. This program is less competitive, no champions crowned, no league standings just dedicated tennis partners who want to meet up with you on the courts. Players will meet up to play a tennis match or just to hit around. Just go through the [Join Page](https://www.tenniscolumbus.com/partner-program) to enter this program. [https://www.tenniscolumbus.com/partner-program](https://www.tenniscolumbus.com/partner-program)

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

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