Software Configuration Management

Hay cenas que terminan y listo. Y hay otras en las que te quedás pensando en una conversación días después. Esta es una de ellas. Vamos a compartir comida rica, una mesa cálida, dinámicas pensadas para conectar y conversaciones reales con personas que todavía no se conocen entre sí. “Sabores y Conexión” es una experiencia íntima en casa, creada para conocer gente nueva de una manera distinta: sin pantallas, sin apuro y sin conversaciones de compromiso. La atmósfera también es parte de la experiencia. Las luces cálidas, la música, el vino, las historias que aparecen alrededor de la mesa y esa sensación de terminar la noche pensando: “qué bueno haber venido”. ✨ Cena con desconocidos 📍 Colegiales, CABA 🗓 Sábado 16 de mayo 🕗 20 hs 👥 Cupos limitados 💵 $24.500 por persona Reserva con pago previo. 📩 Info e inscripción: 11 6220-1726 — Sabores y Conexión 🤍

# Mate Club – Language Exchange en Buenos Aires 🧉 ¿Querés practicar idiomas y conocer gente de todo el mundo en un ambiente relajado y social? Mate Club es un espacio de intercambio de **inglés, español y portugués** donde nos juntamos a conversar de forma real, espontánea y dinámica. FORMULARIO DE INSCRIPCION: [https://forms.gle/sKe9TDeGFBosfVUSA](https://forms.gle/sKe9TDeGFBosfVUSA) Valor de entrada única: 7,000ARS Valor del abono mensual: 25,000ARS (4 encuentros durante el mes) 🧉 Compartimos mate durante todo el evento. 💬 Proponemos dinámicas para que todos puedan participar. 🌍 Participan locales, viajeros y estudiantes de distintos países. 🤝 Organizamos los grupos para que realmente practiques. Si querés mejorar tu fluidez, perder la vergüenza al hablar y vivir una experiencia auténtica en Buenos Aires, sumate. Nos vemos en Mate Club 🧉 📩 Consultas: mateclubdeconversacion@gmail.com ***\* It's important to note that the people who RSVP through Meetup are often new, so they don't necessarily reflect the actual number of regular attendees.\****

En este encuentro trabajaremos con **conversaciones reales**, de esas que a veces evitamos, postergamos o atravesamos con tensión. Es un espacio de **práctica colectiva**, donde miramos **cómo hablamos, cómo escuchamos y qué efecto tienen nuestras palabras**. **✅¿Cómo será el encuentro?** * Trabajo en grupo * Casos reales aportados por los participantes * Sin juicios, sin consejos rápidos, sin recetas La propuesta es **entrenar la mirada**: detectar qué acerca y qué aleja en una conversación, y qué nos pasa cuando la compasión se pierde. **✅¿Para quién es?** * Personas que atraviesan conversaciones difíciles en su vida personal o laboral. * Líderes, profesionales, emprendedores o cualquier persona interesada en comunicarse mejor. 👉🏼**Valor:** * Miembros **Meetup**: **$6,000 ✅** * Miembros **Club de Liderazgo**: $4,000 (únete en [club.exoliderazgo.com](club.exoliderazgo.com)) *\*El valor incluye acceso al encuentro. NO incluye consumición.* **Facilitador**: Esteban Coluccio, Coach Ontológico Certificado (ICF) Lic. en Administración, Magister en Finanzas, ex Director Financiero de IBM. Realizó cursos de Liderazgo en Armonk, New York - San Pablo, Brasil, entre otros. 👉🏼Para mantenernos conectados, te invito a seguirme 📱[Instagram](https://www.instagram.com/exoliderazgo)

VERSION EN ESPAÑOL ABAJO 👇 **🌎 Social Meet- by Culture Shock Therapy** Meeting new people as an adult shouldn’t feel like a job interview Social Meet is a relaxed international gathering where locals, expats, and travelers come together to talk, laugh, and connect naturally 📍 Tienda de Cafe Italiano – Perón 4233, CABA 🕕 Every Saturday \| 18:00 – 20:00 🎟 Entry: 5,000 ARS (≈ 5 USD) What you can expect: • Multilingual conversations • Cultural exchange • Locals + expats + travelers • Genuine laughs • A relaxed and friendly atmosphere Just real people and real conversations. Follow us on Instagram: [https://instagram.com/culture.shocktherapy](https://instagram.com/culture.shocktherapy) ━━━━━━━━━━━━━━━━━━━━ VERSIÓN EN ESPAÑOL 👇 **🌎 Culture Shock Therapy – Social Meet** Conocer gente nueva de adulto no debería sentirse como una entrevista. Social Meet es un encuentro internacional relajado donde locales, extranjeros y viajeros se juntan para hablar, reír y conectar de forma natural. 📍 Tienda de Cafe Italiano – Perón 4233, CABA 🕕 Todos los sábados \| 18:00 – 20:00 🎟 Entrada: $5.000 Qué podés encontrar: • Conversaciones en varios idiomas • Intercambio cultural • Locales + extranjeros + viajeros • Risas reales • Ambiente relajado y amigable Sin presión. Sin caretas. Sin incomodidad. Solo gente real y buenas conversaciones. Seguinos en Instagram: [https://instagram.com/culture.shocktherapy](https://instagram.com/culture.shocktherapy)

How does it work? Get paired with native speakers in a series of 10-minute conversations during every two-hour session. Attending as little as two times a week, for 2 hours at a time, you’ll meet and practice with an unparalleled number of native speakers. https://youtu.be/blo5nNjgMBc https://youtu.be/xk04lA9x3qQ https://youtu.be/2TJMigrxiwI There is no shortcut to Spanish fluency - but Spanglish is so fun you won’t want one! Spanglish starts during the 30 minute check in: Get to know the other Spanglishers – about half of the attendees at every event are new! After a little bit of ice-breaking, you’ll head to an assigned table for your first one-on-one conversation. No need to worry about making mistakes – the person sitting across from you is in the same boat! You converse for 5 minutes in english, 5 in Spanish – and then move on to a new conversation partner. By the second rotation we promise you’ll be having so much fun you’ll forget you’re learning. What do we talk about at Spanglish?: Whatever you want! There are no set topics. We talk about everything from our favorite superheroes to our favorite restaurants – it’s the best way to practice another language – hanging out in a relaxing environment and talking about stuff you know and like! Who attends Spanglish? Study abroad students, international students, local Argentine students studying English and anyone looking for a flexible, affordable, and comfortable environment to practice their conversation skills. How much does it cost? AR$10000 at the event. Get the Spanglish package 4 events AR$28000 Enjoy the virtual language exchange events for FREE You can find more information on our website http://www.spanglishexchange.com and see pictures of the events at facebook.com/SpanglishBuenosAires *** ►HOW TO BE PART? Go directly to the bar during the check in time and you will find a Spanglish Staff who will register you! ►HOW DOES IT WORK? Get paired with native speakers in a series of 10-minute conversations during every two-hour session. Attending as little as two times a week, for 2 hours at a time, you’ll meet and practice with an unparalleled number of native speakers. There is no shortcut to Spanish fluency - but Spanglish is so fun you won’t want one! Spanglish starts during the 40 minute check in: Get to know the other Spanglishers – about half of the attendees at every event are new! After a little bit of ice-breaking, you’ll head to an assigned table for your first conversation. No need to worry about making mistakes – the person sitting across from you is in the same boat! You converse for 5 minutes in english, 5 in Spanish – and then move on to a new group of conversation partners. By the second rotation we promise you’ll be having so much fun you’ll forget you’re learning. ►WHO ATTENDS SPANGLISH? Study abroad students, international students, local Argentine students studying English and anyone looking for a flexible, affordable, and comfortable environment to practice their conversation skills.

**Women's Moon Circle \| New Moon in Taurus \| 16 May 2026** *When was the last time you gave yourself space to truly pause, reflect, and reconnect, with yourself and with other women?* It can be hard to create that space on your own, to slow down long enough to reflect, be intentional, and create a sanctuary in your life that allows for clarity and sustained direction. The Women’s Moon Circle is a twice-monthly gathering held around the New Moon and Full Moon, offering a steady rhythm to return to. Each gathering is an intimate space for 8–10 women to land in their bodies, step out of the pace of everyday life, and be witnessed in community. The **New Moon Circle** is oriented towards a return to oneself, with a focus on tuning inwards to surface desires, intentions, and boundaries. May's New Moon in **Taurus** invites us to slow down enough to actually feel ourselves again, to reconnect to our bodies, pleasure, rest, and the kinds of healthy choices that create stability and nourishment over time. Our gathering orients around: ✨ **Ritual & Rhythm** We use the moon cycles as a recurring invitation to pause and pay attention, using simple ritual to orient and connect to the cyclical rhythms of nature and to the ebb and flow within ourselves. ✨ **Reflection & Intention** A container to slow down, pause, and make meaning of what we’re living. Without space for reflection, life can feel fast, overwhelming, and undigested. Here, we take time to process, integrate, and savor. ✨ **Receiving** Many women are good at giving, holding, and supporting others, but less comfortable with receiving. We practice what it means to ask for support and allow ourselves to be held. ✨ **Relationship** It is also about community. Being surrounded by women who are thinking more expansively, feeling deeper, and choosing growth instead of staying stuck in the same patterns. The kind of connection that’s difficult to find through surface-level interactions, scrolling, or by navigating everything alone. *We gather not only for reflection and connection, but also to practice inhabiting our lives more fully, to reconnect to the body, to pleasure, to desire, to rest, to honesty, and to the small moments of presence that make life feel meaningful amidst the noise.* For women seeking: • deeper conversations • conscious community • time to reflect and integrate • nervous system regulation and rest • a sense of connection and belonging, especially while building life far from home Small group, limited spots. Held in English. 📍 **Guemes 4673 2C (Palermo Soho)** 🗓️ **Saturday\, 16 May \| 7:30pm \- 9:30 pm** Value: 25.000p To reserve your spot send 25.000p (USD $18) via Paypal (mcpherson.elle@gmail.com) or transferencia (ebmc.gal) and send the reciept to 12026432494 via Whatsapp. You will receive a message with the direction and more details. I look forward to gathering with you! xo, Elle

Que nuestros peques se conozcan!

mandar msj por wttsp

SPANISH VERSION BELOW 👇 **☕ Culture Shock Therapy – Deep Conversation / Coffee Talk** Some conversations change your day. Some change your life. Every Sunday we create a space for meaningful conversations about life, emotions, culture, psychology, relationships, and the things we usually don’t talk about in normal social events. 📍 Tienda de Cafe Italiano – Perón 4233, CABA 🕕 Every Sunday \| 18:00 – 20:00 🎟 Entry: 5,000 ARS (≈ 5 USD) **What you can expect:** • Deep questions • Social dynamics • Interactive games to feel comfortable • Open-minded people • Respectful environment • Coffee, ideas, and connection You don’t need to be an expert. You just need to be honest. This is not small talk. This is real conversation. Follow us on Instagram: [https://instagram.com/culture.shocktherapy](https://instagram.com/culture.shocktherapy) ━━━━━━━━━━━━━━━━━━━━ VERSIÓN EN ESPAÑOL 👇 **☕ Culture Shock Therapy – Deep Conversation / Coffee Talk** Algunas conversaciones te cambian el día. Otras te cambian la vida. Cada domingo creamos un espacio para conversaciones con sentido sobre la vida, emociones, cultura, psicología, relaciones y todo lo que normalmente no se habla en eventos sociales comunes. 📍 Tienda de Cafe Italiano – Perón 4233, CABA 🕕 Todos los domingos \| 18:00 – 20:00 🎟 Entrada: $5.000 **Qué podés encontrar:** • Preguntas profundas • Dinámicas sociales • Juegos para que todos se sientan cómodos • Gente abierta • Ambiente respetuoso • Café, ideas y conexión No necesitás ser experto. Solo necesitás ser auténtico. Esto no es charla superficial. Es conversación real. Seguinos en Instagram: [https://instagram.com/culture.shocktherapy](https://instagram.com/culture.shocktherapy)

**IMPORTANTE**: El evento transcurre en el parque, que es grande; y si el clima lo requiere en algún café cercano. Por tal motivo se recomienda ingresar al grupo de **Whatsapp** para acceder a la ubicación exacta y actualizada: https://chat.whatsapp.com/JXuUvIkBR8VKyanyUgFKWa **IMPORTANT:** The meeting is in the park, that is quite big; and in case of raining in a nearby Cafe. Because of that, is highly recommended to join the WhatsApp group in order to know the precise and uploaded location: https://chat.whatsapp.com/JXuUvIkBR8VKyanyUgFKWa 🏛️ **¿DE QUÉ SE TRATA FILOSOFÍA PRÁCTICA?** Filosofía Práctica es un encuentro semanal para quienes disfrutan de conversaciones profundas, el pensamiento crítico, y la exploración de nuevas ideas. No necesitas conocimientos previos, solo curiosidad y ganas de compartir. Cada semana abordamos un tema distinto, practicando la comunicación y construyendo una comunidad de personas reflexivas. 📓 **¿CÓMO FUNCIONA?** * Compartimos el tema de la semana en nuestro grupo de WhatsApp con algunas preguntas guía. * Nos reunimos a las 14:00, comenzando con una charla informal antes de la discusión. * Conversamos en grupos pequeños para que todos puedan participar. * Al final, cada grupo comparte sus conclusiones y cerramos la sesión alrededor de las 16:00. 🧧 **¿CUÁNTO CUESTA?** ¡Es completamente gratis! Si nos reunimos en un café, solo pedimos que apoyes el lugar comprando una bebida. Algunas sedes alquilan un espacio y pueden solicitar donaciones voluntarias, pero no es obligatorio. 💛 **LO QUE DICEN** 🗣 “Siento que Filosofía Práctica te ayuda a construir tu propio sistema de creencias a través de diversas perspectivas, sin imponer lo que está bien o mal.” – Ekam 🗣 “Desde la primera vez que asistí (el tema era autoridad), supe que este era mi lugar. Me encanta cómo nos desafía a cuestionar diferentes puntos de vista, fomentando la apertura y la flexibilidad mental.” – Daniel 🗣 “Siempre quise tener este tipo de conversaciones, pero nunca encontré el espacio adecuado… hasta ahora. La gente, los temas, los debates abiertos… todo hace que sienta que pertenezco aquí.” – Sofía 🤓 **PREGUNTAS FRECUENTES** 📌 **¿Debo estudiar antes de asistir?** – No es necesario. Nos interesa saber *qué piensas tú*, no solo lo que dijeron los filósofos clásicos. Si quieres compartir ideas de alguna corriente de pensamiento, ¡adelante!, pero no es un requisito. 📌 **¿Se habla español?** – ¡Sí! Organizamos los grupos según el idioma para que todos se sientan cómodos participando. 📌 **¿Puedo ir solo/a?** – ¡Por supuesto! Muchos asistentes llegan solos y terminan haciendo grandes conexiones. 📌 **¿Dónde se reúnen?** – Compartimos la ubicación en WhatsApp y Meetup. Recomendamos unirte al grupo de WhatsApp para estar al día. ✨ **Desde 2021, Filosofía Práctica ha crecido a más de 50 capítulos en todo el mundo. ¡Únete a la comunidad!** **EL GRUPO DE WHATSAPP ES EN INGLES, CUALQUIER DUDA CONSULTE POR EL ORGANIZADOR AL INGRESAR.** 📲 [WhatsApp](https://chat.whatsapp.com/JXuUvIkBR8VKyanyUgFKWa) \| 📷 [Instagram](https://www.instagram.com/practicalphilosophyclub/) \| 🌍 [Website](https://www.practicalphilosophy.club/)

Join our **Night Crawl**! A bar tour to enjoy Palermo’s nightlife We´re planning an unforgotable night to make great memories and friendships ⌚️ ***ITINERARY:*** 9:00 PM to 10:30 PM: First bar with complimentary pizza 10:30 PM to 12:00 AM: Second bar with a welcome shot 12:00 to 1:30 AM: Third bar with a welcome shot 2:00 AM to 7:00 AM: Nightclub with priority entrance There’s a [WhatsApp community](https://chat.whatsapp.com/G2FPXxPLSolJfhOCMIhDQZ) with one group for chatting and another to meet up ️ 🎟️ ***How to get the entrance?*** * On [Passline](https://www.passline.com/eventos/nightcrawl-510953) , [PayPal](https://py.pl/YIdAYtAEj7aJ5Xa9UL6Dug) or [Mercado Pago](https://mpago.la/1Zu5enb) * At the first venue with cash or card ✨ ***What is included?*** * Pizza in the first bar * A shot in the second and third bar * Club entry without queue * The best energy to make it an unforgettable night [FOLLOW US](https://www.instagram.com/speedfriendship_ba) to see past editions and get a feel for what to expect See you! \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ¡Únete a nuestro Night Crawl! Un tour de bares para disfrutar de la vida nocturna de Palermo ✨ Estamos planeando una noche inolvidable para crear grandes recuerdos y amistades ⌚️ ***ITINERARIO***: 21 a 22:30hrs: Primer bar con bandejeo de pizza incluido 22:30 a 00hrs: Segundo bar con shot de bienvenida 00 a 1:30hrs: Tercer bar con shot de bienvenida 2 a 7hrs: Club nocturno con entrada preferencial Hay una [comunidad en WhatsApp](https://chat.whatsapp.com/G2FPXxPLSolJfhOCMIhDQZ) con un grupo de charla y otro para encontrarnos 🎟️️ ***¿Cómo conseguir la entrada?*** * Con [Passline](https://www.passline.com/eventos/nightcrawl-510953) o [PayPal](https://py.pl/YIdAYtAEj7aJ5Xa9UL6Dug) o [Mercado Pago](https://mpago.la/1Zu5enb) * En el primer bar, con efectivo o tarjeta ✨ ***¿Qué incluye?*** * Pizza en el primer bar * Un shot en el segundo y tercer bar * Entrada al club sin filas * El mejor ambiente para una noche inolvidable [SÍGUENOS](https://www.instagram.com/speedfriendship_ba) para ver ediciones anteriores y tener una idea de qué esperar ¡Nos vemos!

🇪🇸Español Abajo 👇 Did you move to a new country and have to reinvent yourself? Building friendships from scratch, navigating a new language, missing home — yet longing to belong? Argentine Tango was born from exactly these stories. In Buenos Aires, generations of newcomers found connection in an unfamiliar land — through an improvised embrace, without fixed rules, simply listening and responding to one another. 🔹 **What to expect?** ✔️ Discover tango as a social language — not just a dance ✔️ Playful, guided partner exercises to explore connection through movement ✔️ The embrace, the walk, and the subtle dialogue that arises between two bodies ✔️ No pressure with complicated sequences - two left feet are welcome! 📍 **Where?** "La Casona de los Bellos Aires" in Rawson 394. We’ll walk together from Tienda del Cafe Italiano to the tango space (easy to combine with the Culture Shock Therapy social gathering before) 💰 **How much?** 10.000$ 🙋🏼‍♀️ **Who?** Guided by Valerie Kattenfeld — tango dancer and teacher, passionate about creating warm, clear, and authentic spaces for connection through dance. 👟 **What to bring?** Comfortable clothes and shoes you can move in (sneakers or sandals you can close. No Flip Flops. Also socks are ok). You do not need to come with a partner. ☕ **Before?** Join our Culture Shock Therapy social meetup at Tienda de Café and come with us to the class! Step into a living piece of Buenos Aires — and maybe recognize a part of your own story in the embrace. ✨ See you on the dance floor! FOLLOW US INSTAGRAM: @CULTURE.SHOCKTHERAPY / @valeriekattenfeld [Instagram](https://www.instagram.com/culture.shocktherapy/) *** ¿Te mudaste a otro país y tuviste que reinventarte? ¿Construir amistades desde cero, manejarte en otro idioma, extrañar tu hogar — y al mismo tiempo sentir el deseo de pertenecer? El Tango Argentino nació exactamente de esas historias. En Buenos Aires, generaciones de recién llegados encontraron conexión en una tierra desconocida — a través de un abrazo improvisado, sin reglas fijas, simplemente escuchando y respondiéndose mutuamente. 🔹 **¿Qué podés esperar?** ✔️ Descubrir el tango como un lenguaje social — no solo como un baile ✔️ Ejercicios lúdicos y guiados en pareja para explorar la conexión a través del movimiento ✔️ El abrazo, la caminata y el diálogo sutil que surge entre dos cuerpos ✔️ Sin presión ni secuencias complicadas — ¡bienvenidas las personas con dos pies izquierdos! 📍 **¿Dónde?** "La Casona de los Bellos Aires" in Rawson 394. Caminaremos juntas/os desde Tienda del Cafe Italiano hasta el espacio de la clase (fácil de combinar con el encuentro social previo de Culture Shock Therapy). 💰 **¿Cuánto?** 10.000$ 🙋🏼‍♀️ **¿Quién?** Guiado por Valerie Kattenfeld — bailarina y profesora de tango, apasionada por crear espacios cálidos, claros y auténticos de conexión a través de la danza. 👟 **¿Qué traer?** Ropa cómoda y calzado con el que puedas moverte (zapatillas o sandalias que se puedan cerrar. No ojotas. También podés venir en medias). No necesitás venir en pareja. ☕ **¿Antes?** Sumate al encuentro social de Culture Shock Therapy en Tienda de Café y venite con nosotras/os a la clase. Entrá en una pieza viva de Buenos Aires — y quizás reconozcas una parte de tu propia historia en el abrazo. ✨ ¡Nos vemos en la pista! **SEGUINOS** **INSTAGRAM: @CULTURE.SHOCKTHERAPY / @valeriekattenfeld** [Instagram](https://www.instagram.com/culture.shocktherapy/)

**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.

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

Join us for **[Nathan Leiberman](https://www.linkedin.com/in/nathan-richard-lieberman/)**'s talk ... Had enough of writing the same flex classes for the hundredth time? Tired of diving into your coworker’s cobbled container class? Tailwind CSS is here to save your sanity. Tailwind gives you a well-organized, utility-first approach to styling. This CSS framework eliminates naming debates, halts stylesheet scavenger hunts, and satisfies your marketing team’s whims with clear, composable class names and a powerful configuration system. You’ll spend less time fighting CSS and more time building beautiful interfaces. In this talk, I’ll walk through an interactive demo of Tailwind CSS and cover the following topics: * Set up Tailwind CSS in your project * Understand Tailwind’s utility classes and how they work * Integrate breakpoints and dark mode like a pro * Customizing Tailwind to fit your style Ditch your spaghetti stylesheets and come see how Tailwind CSS can make your project lighter, cleaner, and a lot more fun to build. Your future self will thank you. ***Bring your laptop and expect to write some (non-AI generated) code!*** Food and drinks will be available. **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

**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

**Presenter:** Auri Rahimzadeh, Principal Software Architect, Momentum3 **Time:** Pizza at 6:00, Presentation Starts at 6:30pm Eastern **Location:** Theoris, 9000 Keystone Crossing, Suite 230, Indianapolis Auri's been using AI a lot. Are you? Let's discuss how to be your most effective self by using AI in your development workflow. Looking forward to seeing you there!

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

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.