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Frequently Asked Questions
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Amazon Web Services Events Today
Join in-person Amazon Web Services events happening right now
Make Friends: Not Small Talk - Deep talks & Coffee | đCulture Shock Therapy
SPANISH VERSION BELOW đ
**â Culture Shock Therapy â 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 donât talk about in normal social events.
đ Tienda de Cafe Italiano â PerĂłn 4233, CABA
đ Every Sunday \| 18:00 â 20:00
đ Entry: 5,000 ARS (â 5 USD)
**What you can expect:**
âą Deep questions
âą Social dynamics
âą Interactive games to feel comfortable
âą Open-minded people
âą Respectful environment
âą Coffee, ideas, and connection
You donât 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)
ââââââââââââââââââââ
VERSIĂN EN ESPAĂOL đ
**â Culture Shock Therapy â Deep Conversation / Coffee Talk**
Algunas conversaciones te cambian el dĂa.
Otras te cambian la vida.
Cada domingo creamos un espacio para conversaciones con sentido sobre la vida, emociones, cultura, psicologĂa, relaciones y todo lo que normalmente no se habla en eventos sociales comunes.
đ Tienda de Cafe Italiano â PerĂłn 4233, CABA
đ Todos los domingos \| 18:00 â 20:00
đ Entrada: $5.000
**Qué podés encontrar:**
âą Preguntas profundas
âą DinĂĄmicas sociales
âą Juegos para que todos se sientan cĂłmodos
âą Gente abierta
âą Ambiente respetuoso
⹠Café, ideas y conexión
No necesitĂĄs ser experto.
Solo necesitås ser auténtico.
Esto no es charla superficial.
Es conversaciĂłn real.
Seguinos en Instagram:
[https://instagram.com/culture.shocktherapy](https://instagram.com/culture.shocktherapy)
đ Argentine Tango â The dancing Embraceâš
đȘđžEspañol Abajo đ
Did you move to a new country and have to reinvent yourself?
Building friendships from scratch, navigating a new language, missing home â yet longing to belong?
Argentine Tango was born from exactly these stories. In Buenos Aires, generations of newcomers found connection in an unfamiliar land â through an improvised embrace, without fixed rules, simply listening and responding to one another.
đč **What to expect?**
âïž Discover tango as a social language â not just a dance
âïž Playful, guided partner exercises to explore connection through movement
âïž The embrace, the walk, and the subtle dialogue that arises between two bodies
âïž No pressure with complicated sequences - two left feet are welcome!
đ **Where?** "La Casona de los Bellos Aires" in Rawson 394. Weâll walk together from Tienda del Cafe Italiano to the tango space (easy to combine with the Culture Shock Therapy social gathering before)
đ° **How much?** 10.000$
đđŒââïž **Who?** Guided by Valerie Kattenfeld â tango dancer and teacher, passionate about creating warm, clear, and authentic spaces for connection through dance.
đ **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.
â **Before?** Join our Culture Shock Therapy social meetup at Tienda de CafĂ© and come with us to the class!
Step into a living piece of Buenos Aires â and maybe recognize a part of your own story in the embrace.
âš See you on the dance floor!
FOLLOW US
INSTAGRAM: @CULTURE.SHOCKTHERAPY / @valeriekattenfeld
[Instagram](https://www.instagram.com/culture.shocktherapy/)
***
ÂżTe mudaste a otro paĂs y tuviste que reinventarte?
ÂżConstruir amistades desde cero, manejarte en otro idioma, extrañar tu hogar â y al mismo tiempo sentir el deseo de pertenecer?
El Tango Argentino naciĂł exactamente de esas historias. En Buenos Aires, generaciones de reciĂ©n llegados encontraron conexiĂłn en una tierra desconocida â a travĂ©s de un abrazo improvisado, sin reglas fijas, simplemente escuchando y respondiĂ©ndose mutuamente.
đč **ÂżQuĂ© podĂ©s esperar?**
âïž Descubrir el tango como un lenguaje social â no solo como un baile
âïž Ejercicios lĂșdicos y guiados en pareja para explorar la conexiĂłn a travĂ©s del movimiento
âïž El abrazo, la caminata y el diĂĄlogo sutil que surge entre dos cuerpos
âïž Sin presiĂłn ni secuencias complicadas â ÂĄbienvenidas las personas con dos pies izquierdos!
đ **ÂżDĂłnde?** "La Casona de los Bellos Aires" in Rawson 394. Caminaremos juntas/os desde Tienda del Cafe Italiano hasta el espacio de la clase (fĂĄcil de combinar con el encuentro social previo de Culture Shock Therapy).
đ° **ÂżCuĂĄnto?** 10.000$
đđŒââïž **ÂżQuiĂ©n?** Guiado por Valerie Kattenfeld â bailarina y profesora de tango, apasionada por crear espacios cĂĄlidos, claros y autĂ©nticos de conexiĂłn a travĂ©s de la danza.
đ **ÂżQuĂ© traer?** Ropa cĂłmoda y calzado con el que puedas moverte (zapatillas o sandalias que se puedan cerrar. No ojotas. TambiĂ©n podĂ©s venir en medias). No necesitĂĄs venir en pareja.
â **ÂżAntes?** Sumate al encuentro social de Culture Shock Therapy en Tienda de CafĂ© y venite con nosotras/os a la clase.
EntrĂĄ en una pieza viva de Buenos Aires â y quizĂĄs reconozcas una parte de tu propia historia en el abrazo.
âš ÂĄNos vemos en la pista!
**SEGUINOS**
**INSTAGRAM: @CULTURE.SHOCKTHERAPY / @valeriekattenfeld**
[Instagram](https://www.instagram.com/culture.shocktherapy/)
đ»NETWORKING en PALERMO - đ CompartĂ y ConectĂĄ
đđŒ**AmpliĂĄ tu cĂrculo social y conectĂĄ con personas fuera de tu entorno habitual**. Te invitamos a un evento Ășnico donde podrĂĄs relajarte, disfrutar de una cerveza đ», y compartir experiencias en un ambiente cĂĄlido y distendido.
Si aĂșn no te animaste a participar, ÂĄes el momento! Este encuentro estĂĄ diseñado para conocer gente nueva, generar contactos valiosos y pasarla bien.
đ„Sabemos que el primer paso puede ser difĂcil, pero ya hemos organizado mĂĄs 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.
đđŒ **El evento es GRATUITO**. El CONSUMO es OBLIGATORIO.
đ **Edades habituales**: entre 30 y 60 años.
ÂĄNo te pierdas esta oportunidad de expandir tus horizontes! ÂĄTe esperamos!
Language Exchange Party â Buenos Aires
Welcome to the worst language class you'll ever take and the best party you'll find this week.
Here's how it works. You show up at the door. The music's loud, the drinks are flowing, and the dance floor's already warming up. Somewhere between the first and second Fernet, you realize you've been chatting up a stranger in three languages and you're not even sure when you switched. That's the whole point.
Bring your worst accent and your best moves.
Address: Serrano 1329, Buenos Aires, Argentina
WhatsApp: +1 (248) 382-8520
See you at the bar. Dale, nos vemos.
Amazon Web Services Events This Week
Discover what is happening in the next few days
đ Argentine Tango â The dancing Embraceâš
đȘđžEspañol Abajo đ
Did you move to a new country and have to reinvent yourself?
Building friendships from scratch, navigating a new language, missing home â yet longing to belong?
Argentine Tango was born from exactly these stories. In Buenos Aires, generations of newcomers found connection in an unfamiliar land â through an improvised embrace, without fixed rules, simply listening and responding to one another.
đč **What to expect?**
âïž Discover tango as a social language â not just a dance
âïž Playful, guided partner exercises to explore connection through movement
âïž The embrace, the walk, and the subtle dialogue that arises between two bodies
âïž No pressure with complicated sequences - two left feet are welcome!
đ **Where?** "La Casona de los Bellos Aires" in Rawson 394. Weâll walk together from Tienda del Cafe Italiano to the tango space (easy to combine with the Culture Shock Therapy social gathering before)
đ° **How much?** 10.000$
đđŒââïž **Who?** Guided by Valerie Kattenfeld â tango dancer and teacher, passionate about creating warm, clear, and authentic spaces for connection through dance.
đ **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.
â **Before?** Join our Culture Shock Therapy social meetup at Tienda de CafĂ© and come with us to the class!
Step into a living piece of Buenos Aires â and maybe recognize a part of your own story in the embrace.
âš See you on the dance floor!
FOLLOW US
INSTAGRAM: @CULTURE.SHOCKTHERAPY / @valeriekattenfeld
[Instagram](https://www.instagram.com/culture.shocktherapy/)
***
ÂżTe mudaste a otro paĂs y tuviste que reinventarte?
ÂżConstruir amistades desde cero, manejarte en otro idioma, extrañar tu hogar â y al mismo tiempo sentir el deseo de pertenecer?
El Tango Argentino naciĂł exactamente de esas historias. En Buenos Aires, generaciones de reciĂ©n llegados encontraron conexiĂłn en una tierra desconocida â a travĂ©s de un abrazo improvisado, sin reglas fijas, simplemente escuchando y respondiĂ©ndose mutuamente.
đč **ÂżQuĂ© podĂ©s esperar?**
âïž Descubrir el tango como un lenguaje social â no solo como un baile
âïž Ejercicios lĂșdicos y guiados en pareja para explorar la conexiĂłn a travĂ©s del movimiento
âïž El abrazo, la caminata y el diĂĄlogo sutil que surge entre dos cuerpos
âïž Sin presiĂłn ni secuencias complicadas â ÂĄbienvenidas las personas con dos pies izquierdos!
đ **ÂżDĂłnde?** "La Casona de los Bellos Aires" in Rawson 394. Caminaremos juntas/os desde Tienda del Cafe Italiano hasta el espacio de la clase (fĂĄcil de combinar con el encuentro social previo de Culture Shock Therapy).
đ° **ÂżCuĂĄnto?** 10.000$
đđŒââïž **ÂżQuiĂ©n?** Guiado por Valerie Kattenfeld â bailarina y profesora de tango, apasionada por crear espacios cĂĄlidos, claros y autĂ©nticos de conexiĂłn a travĂ©s de la danza.
đ **ÂżQuĂ© traer?** Ropa cĂłmoda y calzado con el que puedas moverte (zapatillas o sandalias que se puedan cerrar. No ojotas. TambiĂ©n podĂ©s venir en medias). No necesitĂĄs venir en pareja.
â **ÂżAntes?** Sumate al encuentro social de Culture Shock Therapy en Tienda de CafĂ© y venite con nosotras/os a la clase.
EntrĂĄ en una pieza viva de Buenos Aires â y quizĂĄs reconozcas una parte de tu propia historia en el abrazo.
âš ÂĄNos vemos en la pista!
**SEGUINOS**
**INSTAGRAM: @CULTURE.SHOCKTHERAPY / @valeriekattenfeld**
[Instagram](https://www.instagram.com/culture.shocktherapy/)
đ»NETWORKING en PALERMO - đ CompartĂ y ConectĂĄ
đđŒ**AmpliĂĄ tu cĂrculo social y conectĂĄ con personas fuera de tu entorno habitual**. Te invitamos a un evento Ășnico donde podrĂĄs relajarte, disfrutar de una cerveza đ», y compartir experiencias en un ambiente cĂĄlido y distendido.
Si aĂșn no te animaste a participar, ÂĄes el momento! Este encuentro estĂĄ diseñado para conocer gente nueva, generar contactos valiosos y pasarla bien.
đ„Sabemos que el primer paso puede ser difĂcil, pero ya hemos organizado mĂĄs 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.
đđŒ **El evento es GRATUITO**. El CONSUMO es OBLIGATORIO.
đ **Edades habituales**: entre 30 y 60 años.
ÂĄNo te pierdas esta oportunidad de expandir tus horizontes! ÂĄTe esperamos!
Language Exchange Party â Buenos Aires
Welcome to the worst language class you'll ever take and the best party you'll find this week.
Here's how it works. You show up at the door. The music's loud, the drinks are flowing, and the dance floor's already warming up. Somewhere between the first and second Fernet, you realize you've been chatting up a stranger in three languages and you're not even sure when you switched. That's the whole point.
Bring your worst accent and your best moves.
Address: Serrano 1329, Buenos Aires, Argentina
WhatsApp: +1 (248) 382-8520
See you at the bar. Dale, nos vemos.
NightCrawl BA - Bar Tour
Join our **Night Crawl**!
A bar tour to enjoy Palermoâs nightlife
WeÂŽre planning an unforgotable night to make great memories and friendships
âïž ***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
Thereâs a [WhatsApp community](https://chat.whatsapp.com/G2FPXxPLSolJfhOCMIhDQZ) with one group for chatting and another to meet up
ïž đïž ***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
âš ***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!
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
ÂĄĂnete a nuestro Night Crawl!
Un tour de bares para disfrutar de la vida nocturna de Palermo âš
Estamos planeando una noche inolvidable para crear grandes recuerdos y amistades
âïž ***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
đïžïž ***ÂżCĂłmo 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
[SĂGUENOS](https://www.instagram.com/speedfriendship_ba) para ver ediciones anteriores y tener una idea de quĂ© esperar
ÂĄNos vemos!
Millennial Pre-Party - Recoleta đž
***\- Spanish version below \-***
**If youâre 30+ and feel like there are no good places left to meet new people? Youâre missing a Millennial Pre-Party đżâĄ**
This is not just a hangout⊠and not quite a party either.
Weâve 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 â the kind you actually want to dance to.
đ **Meeting Point:** Mons Hostel (AzcuĂ©naga 1896, Recoleta)
â **Time:** 10:00 PM â 2:00 AM
đ **Bilingual Event:** Spanish & English
âš **Whatâs included:**
âą Welcome drink.
âą Old School Reggaeton DJ Set
âą Icebreaker games to connect easily
âą Hosts throughout the night
â
**How to get your ticket?:**
âą [Passline](https://www.passline.com/eventos/previa-millennial-508529)
âą At the meeting point (cash only) đž
đŻ**Perfect for:** those who love starting the night early⊠and ending it right.
đ **Recommended age:** 27â40
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
**Si tenes +30 y sentĂs que ya no hay lugares para conocer gente, te falta una Previa MillennialđżâĄ**
Ni una juntada ni una fiesta, unimos lo mejor de los dos mundos para conocer gente que estå en la misma que vos. Vamos a charlar, jugar y bailar temones de nuestra época.
đ**Punto de encuentro:** Mons Hostel (Azcuenaga 1896, Recoleta)
â **Horario:** 22:00 a 02:00hs
đ **Evento bilingĂŒe:** Español e InglĂ©s
⚠**Qué incluye:**
* Trago de bienvenida.
* Dj Set de Old school Reggaeton.
* Juegos para romper el hielo para conocernos mejor.
* Coordinadores durante el evento.
â
**CĂłmo consigo la entrada?**
* En [Passline](https://www.passline.com/eventos/previa-millennial-508529)
* En el punto de encuentro, en efectivo.đž
đŻ ***Perfecto para: todos aquellos que les gusta arrancar la noche temprano y terminar temprano.***
đ **Edad recomendada:** +27 a 40 años.
International Church
We are a **bilingual international church** in Palermo, Buenos Aires, where English and Spanish speakers can encounter God, be filled with hope and transformed by His power. If you are looking to build meaningful relationships, discover your purpose, and grow in your faith, join us on Sunday mornings at 10:30 AM in Armenia 1366, Palermo.
***
Somos una **iglesia internacional bilingĂŒe** en Palermo, Buenos Aires, donde quienes hablan inglĂ©s y español pueden encontrarse con Dios, ser llenos de esperanza y transformados por Su poder. Si estĂĄs buscando construir relaciones genuinas, descubrir tu propĂłsito y crecer en tu fe, te invitamos a acompañarnos los domingos a las 10:30 hs en Armenia 1366, Palermo.
**What to Expect \| Lo que podés esperar**
10:30 \- 11:00 Coffee & Connection \| Café y Conexión
11:00 \- 12:30 Worship & Message \| AdoraciĂłn y Mensaje
Amazon Web Services Events Near You
Connect with your local Amazon Web Services community
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/
**DIRECTIONS**
Franklin University
Fisher Hall
300 E. Main St, Columbus, OH 43215
Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8
Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map.
NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct.
**Want to sponsor the pizza and/or bar tab?**
Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
Building Agents with Microsoft Agent Framework
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.
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers
A year ago, âagentic AIâ was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective.
This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly.
Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
Building Momentum: From Ambiguity to Execution
**Building a great product is one thingâbuilding 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, theyâll share how teams move from ambiguity to executionânavigating organizational complexity, aligning stakeholders, and continuously evolving products after launch.
Youâll 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.



























