DataOps

Data Science & AI Business Cases Presentation Join the Data Science & AI Business Club for an informal after‑work meetup where data, AI, and real business problems come together—over a drink 🍻 What to expect: Short business case presentations (voluntary and informal) Open discussion and feedback from peers Insights from different industries and roles Networking with professionals passionate about Data Science & AI A relaxed, social atmosphere after work Whether you’re a data scientist, business leader, product owner, engineer, or entrepreneur, come share your ideas—or just listen, learn, and connect. 📍 Format: In‑person, after work
🍷 Vibe: Casual, social, business‑focused
💡 Focus: Real Data Science & AI business cases Looking forward to seeing you there!

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/.

Aquest dimarts ens trobem els i les **Joves** de Treu la Llengua de l'Armari al bar **La Carrà BCN**, a partir de les 19.00 h, per gaudir d'una tarda agradable tot parlant i practicant el català. Si ets Jove LGBTI+ i vols practicar el teu català, no dubtis a vernir amb nosaltres. T'hi esperem! This Wednesday, the **Youth** of Treu la Llengua de l'Armari meet up at **La Carrà BCN** bar, starting at 7:00 p.m., to enjoy a pleasant afternoon speaking and practicing Catalan. If you are a Young LGBTI+ person and want to practice your Catalan, don't hesitate to join us. We look forward to seeing you there!

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🎲🎲NEW SUBGRUPO JUEGOS de Mesa/BOARD GAMES: PARTIDA al MONOPOLY y otros juegos. NOS PONEMOS DE ACUERDO POR EL CHAT QUEDADAS VARIAS DONDE IR, DÍA, HORA, COMO ENCONTRARNOS Y COMENTAMOS LOS JUEGOS QUE VAMOS A TRAER. 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)

**Multicultural Salsa&Bachata Presenta:** Este **Martes 19 de Mayo** tendremos como de costumbre la mejor y más completa sesión de Salsa y Bachata de la ciudad en la hermosa y cómoda Sala Vivaldi, localizada céntricamente por Pl. Espanya donde **tendremos el siguiente programa** 21:00: Apertura de Puertas 21:05: Taller de Salsa L.A. 3 Niveles por Soriano y Natalia (Nivel 3), Diego y Jade (Nivel 2) Jorge&Alina (Nivel 1) 22:00: Inicio de Taller de Bachata Sensual en Parejas nivel abierto por Yury y Flor 22:45: Inicio de la sesión de Baile Social a cargo de DJ Wey (tocando una canción de Salsa y una Canción de Bachata (1 vs 1). Fotografía y Videos por José Escudero. 02:30: Final de la Sesión Si quieres bailar en una sala espectacular con un ambiente sano no dudes en venir, te esperamos. Entrada: **sólo 9€ i**ncluye Bebida (Agua, Cerveza, Refresco, Vino), Combinados se paga un adicional dependiendo el tipo de cocktail. Celebra tu cumpleaños con nosotros, mándanos un mensaje al +34633333173 con Jorge Moreno, demostrando que cumples años durante esta semana y entra gratis con una consumición incluida. Reserva haciendo RSVP en Meetup: Info al +34633333173. Ubicación: Sala Vivaldi Carrer de Llança 5, Metro L3. Aforo 250 personas maximo, lugar conveniente para bailar con aire acondicionado **\-\-\-\-\-\-ENGLISH DESCRIPTION\-\-\-\-\-\-\-\-\-\-** This Tuesday, **May 19th** we have prepared the best Salsa & Bachata Sesion as usual at the most beautiful venue (Sala Vivaldi), we will have many surprises for you. **The program is as follows:** 20:45: Doors Open 21:00: Salsa L.A.'s Workshop, 3 Levels a by Soriano & Naty (level 3) Diego&Jade (Level 2) Jorge&Alina(Level 1) 22:00: Bachata Sensual Workshop open level by Yury&Flor 22:45: Start of the Social Dance session by DJ Wey, playing the best hits of Salsa&Bachata (1 against 1). Photography and Videos Jose Escudero 02:30: End of Session If you want to dance in a espectacular room with a nice athmosphere, do not hesitate to come, we are looking forward to meet you there! **Entry Price just for 9€** includes a standard drink (water, soft drink, bottle of wine, or beer), mixed drinks a small extra free is charged (minimum 3€ depending on the cocktail, such as Mojito, Gin Tonic, Cuba Libre) Book your spot by making RSVP in this meetup: info at +34633333173. Location: Sala Vivaldi, Carrer de Llança 5, Metro L3 Capacity 250 people, Accurate and Confortable place for dancing with Air Conditioned implemented! Celebrate your Birthaday with us!, send a whatsapp message to Jorge Moreno at +34633333173 with an evidence o that your birthday is during this week and you will get free entrance and drink!! **FOLLOW US/ SIGUENOS:** Instagram: [https://www.instagram.com/multicultural_salsa_bcn/](https://www.instagram.com/multicultural_salsa_bcn/?fbclid=IwAR054Ub9MdyWGn8nVqTPxlHIiDYTP2FSqnX3MUSG81bztwu9jmnNfevAvBo) Facebook: [https://www.facebook.com/multisalsabcn](https://www.facebook.com/multisalsabcn?__cft__%5B0%5D=AZWPnNY4ViCgJdadPxPdHpcK_WRaXHM3JKbMQm2sGhTi5UMTkI4s-99vFHndm_11qeHA0SowMnDY-HO7RgWY5pGeEsYKBfB2fQhJqhhaUmJMS2IhBI_LlhdiZWdQRKKT2VI&__tn__=q) Whatsapp Group: [https://chat.whatsapp.com/9DYjrIu28yh1em2R8AVcvU](https://chat.whatsapp.com/9DYjrIu28yh1em2R8AVcvU) Whatsapp Group2: [https://chat.whatsapp.com/ISiqzaPyyKlE2tYMG6iR7B](https://chat.whatsapp.com/ISiqzaPyyKlE2tYMG6iR7B) Telegram Group: [https://t.me/+HYvXvi3uoQVjNDFk](https://l.facebook.com/l.php?u=https%3A%2F%2Ft.me%2F%2BHYvXvi3uoQVjNDFk%3Ffbclid%3DIwAR1zemydYjj0HauBCwPIMCSkk4uxSodnBlbVNGy-jm7E0cw5Lb4aw6zjz5U&h=AT0FzzqBUVVSU1TnJabORoiJ5tzVz7PUAkcHM7FUGSqUebV7NpyBiYI3jBBv3nTcGzhlrqtYtEsMEPtNWL0CMVY1MYaZ7iLcJUNq0IA4Y1Y9-mg45NiVhvgBJhms85BQjA&__tn__=q&c%5B0%5D=AT1fvc84gW6LHxvT2LHNZTOGZtjXe8eNX_PXi4JiJMBEGLXZbZA1K8OF92a5k47di_q4fb1pusK4YVvohQirJeC-1JoXdmlDxExkw2sA0P69PRvGMUZAMhmxVri_ASsJ_TLevyClEZ2qAZnLXZJlXVb8Hm2a)

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUPO INTENSIVO DE SALSA BACHATA MARTES NOCHE Y BAILAR BACHATA SALSA, BAILE SOCIAL IDEAL PARA CONOCER GENTE NOS PONEMOS DE ACUERDO POR EL CHAT SALSA-BACHATA EN LOS DETALLES PARA ENCONTRARNOS. 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)

**[Mundiñol Barcelona](https://magradacatalunya.com/)** y **[Takopá](https://www.takopa.eu/)** se unen para crear la mejor noche de Osaka en Barcelona. Una auténtica noche de izakaya: sake, comida para compartir y conversaciones que surgen de forma natural. Un formato inspirado en el espíritu de los callejones de Osaka: mesas largas, platos en el centro, luz tenue y ningún programa forzado. La mezcla entre personas hará el resto. **HORARIO** **19:00** Shot de sake de bienvenida para todos los asistentes [GRATIS] **19:20** Inicio del evento: Ambiente libre, mesas largas y comida para compartir. La carta tendrá un descuento aplicado durante el evento para los asistentes. **20:30** Takoyaki y okonomiyaki preparados a mano por el equipo de Takopá, [\[carta aquí\]](https://drive.google.com/file/d/19DGOrm-qiNLsF-qi2u0wZQVfaz4KrZA8/view?usp=sharing) **21:00** Barra disponible y conversación sin guión. Quien quiera quedarse, puede hacerlo **22:00** Fin del evento **Acceso** Durante el evento, Takopá permanecerá cerrado al público general. Solo podrán acceder las personas con reserva previa. Entrada gratuita con reserva. A la llegada, todos los asistentes recibirán un shot de sake de bienvenida. **Comida a precio especial [\[Carta aquí\]](https://drive.google.com/file/d/19DGOrm-qiNLsF-qi2u0wZQVfaz4KrZA8/view?usp=sharing)** El takoyaki y el okonomiyaki serán preparados por el equipo de Takopá. Se servirán en el centro de la mesa, siguiendo el formato compartido típico de Osaka. Durante el evento, la carta tendrá descuento aplicado para los asistentes. ☆ ☆ ☆ ☆ ☆ ☆ ☆ **[Mundiñol Barcelona](https://magradacatalunya.com/)** と **[Takopá](https://www.takopa.eu/)** が共同で演出する、バルセロナで味わう最高の大阪ナイト。本格的な居酒屋の夜。日本酒、シェアフード、そして自然に生まれる会話。 大阪の路地裏にある居酒屋の空気感を再現します。長テーブル、中央に並ぶ料理、落ち着いた照明。人と人が自然に混ざり合うことで、大阪の夜は完成します。 **【タイムテーブル】** **19:00** 皆さんに、ウェルカム日本酒ショットをサービス **19:20** スタート 自由な雰囲気の中、長テーブルを囲んでシェアフードを楽しんでください。 **20:30** Takopá スタッフによる手作りたこ焼き・お好み焼きを注文できます。 **21:00** バー利用・フリートーク 残りたい方はそのまま過ごせます。 **22:00** 終了 **【詳細】** **入場** イベント中は一般営業を行わず、予約者のみ入場可能です。事前予約制・入場無料。到着時に、参加者全員へウェルカム日本酒ショットをサービスします。 **フード [\[CARTA\]](https://drive.google.com/file/d/19DGOrm-qiNLsF-qi2u0wZQVfaz4KrZA8/view?usp=sharing)** たこ焼き・お好み焼きは Takopá スタッフが調理します。料理はテーブル中央に並べ、大阪スタイルのシェア形式で楽しめます。 ☆ ☆ ☆ ☆ ☆ ☆ ☆

El 23 de mayo nos reunimos para celebrar la segunda edición del Global Fabric Day Barcelona, una jornada gratuita dedicada en exclusiva a Microsoft Fabric. Dos salas en paralelo, ocho sesiones, mucho networking... y un elenco de ponentes de primer nivel. El evento empieza a las **8:30h con el registro**. ¡Apunta estas horas! **09:00 - 09:15** Presentación del grupo Power BI & Fabric Barcelona y anuncio de los próximos eventos. El momento perfecto para llegar a tiempo y no perderte nada 😉 **09:15 - 10:05** Sala Grande - **Fabric IQ: El fin del "depende de a quién preguntes"** (Laura Galea Montal, Augusto Bou) ¿Y si los agentes de IA pudieran entender tu negocio de verdad, no solo tus tablas? Laura y Augusto nos presentan Fabric IQ: la nueva capa semántica que conecta entidades reales (vuelos, clientes, activos) con datos en tiempo real, reglas de negocio y acciones automatizadas. Con demo incluida de operaciones de aerolínea. 🛫 Sala Pequeña - **Atreveix-te amb Microsoft Fabric: els teus primers passos** (Andreu Cabero) Andreu va fer el salt a Fabric fa uns mesos sense ser un perfil 100% tècnic, i ho explica sense embuts. Primera part: la seva experiència real i els recursos que l'han ajudat. Segona part: una introducció pràctica amb Lakehouses, Notebooks, Pipelines i models semàntics. Ideal si tens Fabric pendent des de fa temps. **10:05 - 10:55** Sala Grande - **OneLake Security: Centralized Data Security for Microsoft Fabric** (Thierry Houy) [en inglés] OneLake centraliza todos tus datos. Pero, ¿cómo los proteges? Thierry, Sr. Program Manager en Microsoft y miembro del equipo CAT de Fabric, nos explica cómo funciona OneLake Security, cómo configurarlo y qué limitaciones hay que conocer hoy. Sala Pequeña - **Fabric y el Poder de las Vistas Materializadas: Menos procesamiento, más valor** (Kelly Peraza) SQL que se almacena como tabla Delta en el lago: consultas rápidas, sin reprocesamientos innecesarios. Kelly nos enseña cómo las vistas materializadas de Fabric simplifican la ingeniería de datos y encapsulan la lógica de transformación de una vez por todas. **10:55 - 11:25 ☕ Coffee Break** **11:25 - 12:15** Sala Grande - **Hello Warehouse, my old friend: deep dive en Fabric Data Warehouse** (Rafael Báguena Girbés) ¿Pensabas que el Lakehouse había jubilado al almacén de datos? Rafael te hará cambiar de idea. Un deep dive sin filtros en el Fabric Data Warehouse: cuándo usarlo, cuándo apostar por el Lakehouse, y cuándo hacer que los dos trabajen juntos. La unión hace la fuerza. Sala Pequeña - **Administrando Fabric con lenguaje natural usando IA** (Ricardo Rincon) Ricardo, MVP de Microsoft, nos enseña a configurar el Fabric CLI y a usarlo con agentes de IA gracias a los skills de Microsoft y de la comunidad. Gestionar tu entorno Fabric hablando en lenguaje natural: el futuro ya está aquí. **12:15 - 13:05** Sala Grande - **Ingesting Excel Data Sources Like a Pro** (Bernat Agulló) Excel no es el favorito de nadie en ingeniería de datos, pero está en todas partes. Bernat presenta un caso real con más de 50 fuentes Excel: dataflows a prueba de fallos, captura de errores en un único informe Power BI y control de integridad referencial. Cosas que pasan de verdad. Sala Pequeña - **CI/CD en Fabric** (Oscar Garzon Gonzalez) Git integrado en Fabric, explicado con un caso práctico real: cómo gestionar la ampliación y modificación de un informe bajo un marco de control de versiones. Imprescindible si trabajas en equipo y quieres dejar de vivir al límite. **13:05 - 13:35** 🤝 Networking El evento es gratuito y el aforo es limitado. ¡Confirma tu asistencia cuanto antes! Nos vemos el 23 de mayo 📅 #GlobalFabricDay #GFD26 #MicrosoftFabric #PowerBI

Speaker: Utku Can Ozturk, Data Scientist and main developer of the Gigaspatial project Geospatial data is critical for global development, but practitioners constantly battle fragmented data, scaling issues, and complex integrations across vector and raster formats. Enter GigaSpatial, an open-source Python library built by UNICEF’s Giga initiative to help connect every school in the world to the internet. In this talk, we will explore the architecture behind GigaSpatial and how it replaces the need to stitch together a dozen different tools to answer a single spatial question. We will dive into how the library orchestrates data collection, transformation, and standardisation pipelines at scale. By leveraging strict configuration validation, object-oriented data connectors, and seamless multi-store management, GigaSpatial provides a unified API to wrangle spatial data. Finally, we’ll look at real-world applications across 30 countries, from validating point-of-interest data against multiple global building footprints to running zonal aggregations using different grid systems. Whether you are a data engineer, a GIS professional, or a Python developer interested in open-source architecture, you might find this talk an interesting look into how we build robust spatial pipelines; and we would love to explore ways you can contribute to this global mission. 📅 **Date:** 21 May ⏰ **Start time:** 19:00 h 📍 **Location:** [Akasha Hub](https://maps.app.goo.gl/CZE8q8uaag8UgnRCA) \- Carrer de la Verneda\, 19\, Nau 1 · Barcelona

🎉 ¡BAILAMOS EN EL PARQUE DE LA CIUTADELLA! 💃🕺 ¿Te encanta bailar y pasarlo bien? ¡Este plan es para ti! Ven a mover el cuerpo, conocer gente genial y disfrutar del ritmo al aire libre 🌞🎶 ✨ ¿Cuándo? TODOS LOS JUEVES\| 18h \- 21h 📍 ¿Dónde? Parque de la CIUTADELLA (La Glorieta) 🎵 100% BACHATA GRATUITO! 💬 Abierto a todos los niveles. ¡Buen rollo asegurado! ➡️ Trae tu mejor sonrisa, algo de agua, y prepárate para pasarlo en grande. ¡Comparte e invita a tus amigos! [Unete a nuestro grupo de WhatsApp!](https://chat.whatsapp.com/FUlt5bKe9d6BIRotP0194Z?mode=gi_t) \-\-\- 🎉 WE'RE DANCING AT CIUTADELLA PARK! 💃🕺 Love to dance and have a good time? Then this plan is for you! Come move your body, meet awesome people, and enjoy the rhythm under the open sky 🌞🎶 ✨ When? EVERY THURSDAY \| 6:30 PM – 9 PM 📍 Where? CIUTADELLA PARK (La Glorieta) 🎵 100% BACHATA FREE EVENT! 💬 Open to all levels. Good vibes guaranteed! ➡️ Bring your best smile, some water, and get ready to have a blast. Share and invite your friends! [Join our WhatsApp group chat!](https://chat.whatsapp.com/FUlt5bKe9d6BIRotP0194Z?mode=gi_t)

**🎉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! 🎉

Bachata class for beginner. No need partner. Meet new people and have fun dancing.

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.

For this month's Meetup, we are partnering with **ERNI** to offer two sessions about: **Scaling Python Analysis with Apache Airflow** and **Stopping an Epidemic using the Atomica package**. \-\-\- Schedule: * 18:30: Welcome * ️ 18:45: Talks * **&** 19:45: Networking, food and drinks! * 21:00: Bye! \-\-\- * ➡️ **What:** From Scripts to Systems: Scaling Your Python Analysis with Apache Airflow * **Who**: Marc Gonzalez Planas * ⏱ **Duration**: 30 minutes * **Language**: English * **Abstract**: Data Analysts often face a "production wall" where local Python scripts struggle to meet the demands of a live environment. Moving from ad-hoc analysis to scalable data products requires a shift in focus toward governance, observability, and idempotency. Without proper orchestration, we can fail. Let's learn how to bridge that gap by refactoring standard Python scripts into automated pipelines using Apache Airflow. We will explore the transition to an "orchestration" mindset, focusing on how to use Directed Acyclic Graphs (DAGs) and the TaskFlow API to transform modular Python functions into a an automatic system. \-\-\-\- * ➡️ **What:** How to Stop an Epidemic using the Atomica Package * **Who**: Eloisa Pérez Bennetts * ⏱ **Duration**: 30 minutes * **Language**: English * **Abstract**: Infectious diseases are a major global health challenge, claiming over 13 million lives each year. Despite the availability of interventions – such as vaccination, testing and treatment – determining the most effective strategy can be challenging, as this depends on complex factors like outbreak severity, funding limitations and sociopolitical influences. Computational modelling offers a powerful tool to assess the potential outcomes of different public health responses, but the difficulty of building fit-for-purpose epidemiological models from scratch is a barrier to widespread use. Atomica, a Python-based open source simulation engine, addresses this challenge by simplifying the development of epidemiological models. It allows users to create highly configurable data-driven simulations that incorporate disease transmission, intervention strategies and budget constraints. With its user-friendly design and robust capabilities, Atomica allows us to forecast the potential consequences of public health strategies in specific settings. This insight enables policymakers and health organisations to make evidence-based choices, ultimately improving intervention effectiveness and saving lives. \-\-\-\- ➡️ Location: [ERNI, Edificio El Triangle, Pl. de Catalunya, 1-4, 3º planta, Módulo A y B,](https://www.google.es/maps/place/Erni+Consulting+Catalunya+SLU/@41.3861126,2.1667589,841m/data=!3m3!1e3!4b1!5s0x12a4a2f3f6878b3d:0x1d734cb8f654a540!4m6!3m5!1s0x12a4a292c30cca89:0x50852728a14da8e1!8m2!3d41.3861126!4d2.1693392!16s%2Fg%2F11bx456zz0?entry=ttu&g_ep=EgoyMDI2MDUxMC4wIKXMDSoASAFQAw%3D%3D) [Eixample, 08002 Barcelona](https://www.google.es/maps/place/Erni+Consulting+Catalunya+SLU/@41.3861126,2.1667589,841m/data=!3m3!1e3!4b1!5s0x12a4a2f3f6878b3d:0x1d734cb8f654a540!4m6!3m5!1s0x12a4a292c30cca89:0x50852728a14da8e1!8m2!3d41.3861126!4d2.1693392!16s%2Fg%2F11bx456zz0?entry=ttu&g_ep=EgoyMDI2MDUxMC4wIKXMDSoASAFQAw%3D%3D) \-\-\-\- ➡️ Access Control * The security access control requires an **attendee list** (full name) and a **means of identification** (DNI, NIE, passport) * ⚠️ Make sure you register for the event with your **full name** and **ID**. Otherwise, you will be REMOVED from the attendance list. * You’ll be asked to provide that ID to access the building. * People under 18 years old shall be accompanied by a legal guardian \-\-\-\- ➡️ Only register if you can attend! * There are limited seats, so please be responsible when signing up * If you can't make it, please free up your seat, so someone else can attend. We keep a list with repeated offenders! \-\-\-\- ➡️ More at https://pybcn.org: * We want talk proposals! [Send yours](https://pybcn.org/pybcn_association/propose-a-talk/) * Want to [publish a job offer](https://pybcn.org/job-offers)? * Follow [@PyBCN](https://twitter.com/pybcn), [@PyBCN in BlueSky](https://bsky.app/profile/pybcn.org) for pictures, slides, videos and more

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

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

**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

**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.

**💞 Surrey Online Speed Dating — Live on Zoom** Speed dating from your living room. Short Zoom rounds with Surrey singles matched to you by age and personality. **Choose your age range to sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-through-shared-experiences-and-dinners&ar=18-32&face_v=8.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-through-shared-experiences-and-dinners&ar=30-46&face_v=8.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-through-shared-experiences-and-dinners&ar=40-58&face_v=8.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=537.0&productType=onlineSpeedDating&city=Surrey&groupurlname=bloom-through-shared-experiences-and-dinners&ar=55+&face_v=8.0) **⚠️ RSVP alone won't secure your spot.** Register through your age group link below and complete the personality quiz. Places are limited. --- **How It Works** 1. **Register** – Pick your age group above and sign up. 2. **Take the quiz** – Short personality quiz so we can match you well. 3. **Join on Zoom** – Your host will guide you through every round. 4. **Get matches** – Mutual matches sent after the event. --- ✨ Real conversations, real matches — all from home. 💕 ✨

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. 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)