Founders

Friday July 25, we are saying goodbye to the event of Chacarita. Let's come and give a warm farewall to it all! No worries! August we are moving Mundo Lingo Fridays to a new home! 100s of people from around the world meet weekly to socialise, have a drink, and meet foreign/local people of all ages. It's chilled, fun and free. The Flags Place flags on your chest from top to bottom according to fluency. We offer flags from 200+ places. Stand to mingle, sit to dwindle! Talk about anything you like. You don't have to be an advanced speaker - it's open to everyone! Reception 9 - 10pm Not obligatory, but arrive at this time if you’re new or want those drinks specials. Connect with us 👉 [x.MundoLingo.org](https://x.mundolingo.org/)

**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 🏛️ **¿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 15 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/)

Meet the world without leaving Buenos Aires. A chill, friendly space where locals and travelers come together to share music, drinks and real conversations. Different cultures. Different stories. Same vibe. Come hang, connect and be part of something real. No pressure. No expectations. Just good people, good music and good energy. WHATEVER Experience Lab San Telmo F*ck normal… meet the world. 🌍✨

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)

# 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.\****

**🍻 Goodtimes After Office – Everyone Welcome!** Every Saturday, a group of 20–30 expats and Argentines meet up for drinks after our Tag Rugby game in the park. Whether you played or not, come join us for a cold beer and great chat with fun people from all over the world! 🏉No rugby experience needed — just show up, grab a drink, and meet the crew. 🌎 International crowd — players and non-players alike! 👟Come for the rugby, stay for the beers — or just come for the beers. Either way, you'll have a great time! 🏉🌍 See you Saturday! 🌍

Que nuestros peques se conozcan!

👉🏼**Ampliá tu círculo social y conectá con personas fuera de tu entorno habitual**. Te invitamos a un evento único donde podrás relajarte, disfrutar de una cerveza 🍻, y compartir experiencias en un ambiente cálido y distendido. Si aún no te animaste a participar, ¡es el momento! Este encuentro está diseñado para conocer gente nueva, generar contactos valiosos y pasarla bien. 🔥Sabemos que el primer paso puede ser difícil, pero ya hemos organizado más de **150 eventos**, y siempre recibimos tanto a participantes nuevos como a aquellos que vuelven una y otra vez. El ambiente es abierto, ameno y perfecto para hacerte sentir parte de nuestra comunidad desde el primer momento. Si eres nuevo en la ciudad, quieres sociabilizar, conocer y conectar con gente interesante, te animo a unirte y formar parte de nuestra comunidad. 👉🏼 **El evento es GRATUITO**. El CONSUMO es OBLIGATORIO. 🕒 **Edades habituales**: entre 30 y 60 años. ¡No te pierdas esta oportunidad de expandir tus horizontes! ¡Te esperamos!

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)

🇪🇸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/)

***\- Spanish version below \-*** **If you’re 30+ and feel like there are no good places left to meet new people? You’re missing a Millennial Pre-Party 💿⚡** This is not just a hangout… and not quite a party either. We’ve blended the best of both worlds to create the perfect space to meet people who are in the same stage of life as you. Expect a night full of great conversations, fun icebreakers, and throwback hits from our era — the kind you actually want to dance to. 📍 **Meeting Point:** Mons Hostel (Azcuénaga 1896, Recoleta) ⌚ **Time:** 10:00 PM – 2:00 AM 🌐 **Bilingual Event:** Spanish & English ✨ **What’s included:** • Welcome drink. • Old School Reggaeton DJ Set • Icebreaker games to connect easily • Hosts throughout the night ✅ **How to get your ticket?:** • [Passline](https://www.passline.com/eventos/previa-millennial-508529) • At the meeting point (cash only) 💸 🎯**Perfect for:** those who love starting the night early… and ending it right. 🔞 **Recommended age:** 27–40 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Si tenes +30 y sentís que ya no hay lugares para conocer gente, te falta una Previa Millennial💿⚡** Ni una juntada ni una fiesta, unimos lo mejor de los dos mundos para conocer gente que está en la misma que vos. Vamos a charlar, jugar y bailar temones de nuestra época. 📍**Punto de encuentro:** Mons Hostel (Azcuenaga 1896, Recoleta) ⌚ **Horario:** 22:00 a 02:00hs 🌐 **Evento bilingüe:** Español e Inglés ✨ **Qué incluye:** * Trago de bienvenida. * Dj Set de Old school Reggaeton. * Juegos para romper el hielo para conocernos mejor. * Coordinadores durante el evento. ✅**Cómo consigo la entrada?** * En [Passline](https://www.passline.com/eventos/previa-millennial-508529) * En el punto de encuentro, en efectivo.💸 🎯 ***Perfecto para: todos aquellos que les gusta arrancar la noche temprano y terminar temprano.*** 🔞 **Edad recomendada:** +27 a 40 años.

mandar msj por wttsp

(We run games every week despite the attendees you'll see in Meetup. Contact Davi on WhatsApp 1-2 days before at +5511 959517055 to guarantee attendance) 🌎 Mixed Tag game for everyone! 🥳 🏉 Tag is a beginner-friendly, no contact sport. There’s no tackling (we provide the velcro tags) and we encourage players to include all newbies! 📍 Location is around Palermo (Message Davi for exact details) 👟 All you need to bring is sportswear, water, and bugspray (if you have it) We will occasionally ask for donations to help maintain the equipment for the game 🍻 We always go for drinks afterwards!

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:*** 8:30 PM to 10:00 PM: First bar with complimentary pizza 10:00 PM to 11:30 PM: Second bar with a welcome shot 11:30 PM to 1:00 AM: Third bar with a welcome shot 1:00 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 [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 [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!

Calling all founders, CEOs, lawyers, doctors, and entrepreneurs to join our special *Founder Edition* of Sip & Read meetup event. Let's sip on fine wine and discuss our first book **The 5AM Club- Own Your Morning Elevate Your Life, by Robin Sharma**. We will pair this book with our favorite wine at **Wine on High** and engage in thought-provoking discussions on startup businesses and entrepreneurship, and network with like-minded individuals in a cozy book club setting. Come prepared to discuss this month's book. At the end of each book club meeting, we will take next book and venue suggestions from the participants for the next meeting. Whether you are a book lover, women entrepreneur, or a content creator, this event is perfect for sharing ideas and insights with other funders and founders in the entrepreneurial world. Don't miss out on this unique opportunity to connect, learn, and grow together. Sign up now to reserve your spot! *Fun fact! This meetup was established in 2015 and had over 1,000 members. I had to shut down operations while attending law school, but we're back!!*

**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.

Join us for lunch/tea at Asterisk Supper Club to discuss our May book "Under the Oak Tree" by Suji Kim Lady Maximilian is the daughter of the powerful Duke Croyso, but she is rarely allowed outside her family’s sprawling castle for fear that her stutter will tarnish their noble name. When she is forced to marry Sir Riftan, a lowborn knight caught in one of her father’s schemes, Maxi doesn’t dare hope for happiness, let alone love. Her stumbling communication and his gruff manner sour their relationship before it can begin, and Riftan leaves without a word the morning after their vows are exchanged. Now, three years after their disastrous wedding night, Riftan has returned as a war hero. To Maxi’s surprise, despite rumors that he was offered marriage to Princess Agnes, a beautiful and renowned sorceress, Riftan still wants Maxi for his wife. And when he comes to claim her, his longing becomes a desire that bewilders Maxi, even as she is overcome by the scorching heat that Riftan’s presence ignites within her. As she learns to navigate the intricacies of her new life, Maxi will find herself and her courage, and discover that she is anything but powerless.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL

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

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*