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FRIDAY MORNING HIIT! 💪
Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church.
Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario.
What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.)
Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.)
WordPress Plugins Events This Week
Discover what is happening in the next few days
IRISH🍀LANGUAGE EXCHANGE PARTY 🌎 SANTIAGO PUBCRAWL
**ENGLISH**
SATURDAY, MAY 16th — IRISH PARTY 🍀
📍 Meeting point: Flannery's Beer House (+18)
📌 Address: Av. Tobalaba 379, Providencia, Santiago
🕘 9:00 PM
Follow us on Instagram: @VIVETHINK
Welcome to VIVETHINK — Meet locals, travelers, expats, and people from all around the world for a night of languages, music, karaoke, games, and unforgettable parties.
Every Saturday we combine a Language Exchange + International Party from 9:00 PM until late.
🕘 LANGUAGE EXCHANGE \| 9:00 PM – 11:00 PM
🍺 Welcome drink included
Start the night with:
🌍 Language exchange (all languages welcome)
🍀 Live Celtic music band 🎻 from 9:00 PM to 10:00 PM
🎤 Karaoke from 10:00 PM to 11:00 PM
🍺 One Irish or Chilean beer included
(Non-alcoholic option available)
🎲 Party games & social activities
✨ A fun and relaxed international atmosphere
👉 Ticket: $10.000 CLP (Includes 1 welcome drink)
🕚 INTERNATIONAL PARTY TOUR \| 11:00 PM – 3:00 AM
🍺 1 glass of champagne or Chilean wine at the second spot
After the language exchange, we continue the night together visiting some of Santiago’s best nightlife spots.
Possible stops for the night (confirmed during the language exchange):
✨ International Party at Hotel W Santiago (Marriott Hotel)
🍀 Another Irish pub (includes one glass of champagne or Chilean wine)
🎶 Club Subterráneo — one of the most popular clubs in the area
👉 Additional Ticket: $10.000 CLP
(Includes club entries + 1 glass of champagne or Chilean wine at the second venue)
🌍 Tourists & travelers are always welcome
💳 Pay at the door (cash or card) in Chilean pesos or USD equivalent
👕 Club dress code: no baseball caps, sunglasses, sportswear, or shorts
⚠️ Important:
The International Party is only available for participants of the Language Exchange. Party-only tickets are not available.
Depending on the night, we may visit one or several venues, all located near each other. We will announce the final party route during the language exchange.
🎁 EXTRA GIFTS for all participants
Just by joining the event, you also get:
✨ 1 FREE fisrt Spanish, English, or Portuguese lesson at our school
✨ Up to 25% discounts on some of the best tours, restaurants, hostels, and hotels in Santiago
That’s right — you get temporary exclusive deals around the city thanks to our local partnerships, just by joining our international party.
Are you ready to experience Santiago’s nightlife?
Search for VIVETHINK on Instagram and see what other travelers say about us 🌎
**ESPAÑOL**
SÁBADO 16 DE MAYO — FIESTA IRLANDESA 🍀
📍 Punto de encuentro: Flannery's Beer House (+18)
📌 Dirección: Av. Tobalaba 379, Providencia, Santiago
🕘 9:00 PM
Síguenos en Instagram: @VIVETHINK
Bienvenidos a VIVETHINK — Conoce locales, viajeros, expatriados y personas de todo el mundo en una noche de idiomas, música, karaoke, juegos y fiestas inolvidables.
Todos los sábados combinamos un Intercambio de Idiomas + Fiesta Internacional desde las 9:00 PM hasta tarde.
🕘 INTERCAMBIO DE IDIOMAS \| 9:00 PM – 11:00 PM
🍺 Incluye bebida de bienvenida
Comienza la noche disfrutando de:
🌍 Intercambio de idiomas (todos los idiomas son bienvenidos)
🍀 Banda de música celta en vivo 🎻 de 9:00 PM a 10:00 PM
🎤 Karaoke de 10:00 PM a 11:00 PM
🍺 Incluye una cerveza irlandesa o chilena
(Opción sin alcohol disponible)
🎲 Juegos y actividades sociales
✨ Un ambiente internacional relajado y entretenido
👉 Entrada: $10.000 CLP (Incluye 1 bebida de bienvenida)
🕚 TOUR DE FIESTA INTERNACIONAL \| 11:00 PM – 3:00 AM
🍺 1 copa de champagne o vino chileno incluida en el segundo lugar
Después del intercambio de idiomas seguimos la noche juntos visitando algunos de los mejores lugares de fiesta en Santiago.
Posibles destinos de la noche (confirmados durante el intercambio de idiomas):
✨ Fiesta internacional en Hotel W Santiago (Hotel Marriott)
🍀 Otro pub irlandés (incluye una copa de champagne o vino chileno)
🎶 Club Subterráneo — uno de los clubes más populares del sector
👉 Entrada adicional: $10.000 CLP
(Incluye entradas a los clubes + 1 copa de champagne o vino chileno en el segundo lugar)
🌍 Turistas y viajeros siempre bienvenidos
💳 Pago en puerta con efectivo o tarjeta en pesos chilenos o equivalente en USD
👕 Código de vestimenta para clubes: no jockeys, lentes de sol, ropa deportiva ni shorts
⚠️ Importante:
La Fiesta Internacional solo está disponible para participantes del Intercambio de Idiomas. No se venden entradas solo para la fiesta.
Dependiendo de la noche, podemos visitar uno o varios lugares, todos cercanos entre sí. Anunciaremos la ruta final durante el intercambio de idiomas.
🎁 REGALOS EXTRA para todos los participantes
Solo por participar en el evento también obtienes:
✨ 1 primera clase GRATIS de español, inglés o portugués en nuestra escuela
✨ Hasta un 25% de descuento en algunos de los mejores tours, restaurantes, hostales y hoteles de Santiago
Así es — obtienes descuentos exclusivos temporales en la ciudad gracias a nuestras alianzas locales, solo por unirte a nuestra fiesta internacional.
¿Estás listo para vivir la vida nocturna de Santiago?
Busca VIVETHINK en Instagram y mira lo que otros viajeros dicen sobre nosotros 🌎
**PORTUGUÊS**
SÁBADO, 16 DE MAIO — FESTA IRLANDESA 🍀
📍 Ponto de encontro: Flannery's Beer House (+18)
📌 Endereço: Av. Tobalaba 379, Providencia, Santiago
🕘 21:00
Siga nosso Instagram: @VIVETHINK
Bem-vindo ao VIVETHINK — Conheça moradores locais, viajantes, expatriados e pessoas do mundo inteiro em uma noite de idiomas, música, karaokê, jogos e festas inesquecíveis.
Todos os sábados combinamos um Intercâmbio de Idiomas + Festa Internacional a partir das 21:00 até tarde.
🕘 INTERCÂMBIO DE IDIOMAS \| 21:00 – 23:00
🍺 Drink de boas-vindas incluído
Comece a noite com:
🌍 Intercâmbio de idiomas (todos os idiomas são bem-vindos)
🍀 Banda de música celta ao vivo 🎻 das 21:00 às 22:00
🎤 Karaokê das 22:00 às 23:00
🍺 Uma cerveja irlandesa ou chilena incluída
(Opção sem álcool disponível)
🎲 Jogos e atividades sociais
✨ Um ambiente internacional divertido e descontraído
👉 Entrada: $10.000 CLP (Inclui 1 drink de boas-vindas)
🕚 TOUR DA FESTA INTERNACIONAL \| 23:00 – 03:00
🍺 1 taça de champagne ou vinho chileno incluída no segundo local
Depois do intercâmbio de idiomas, continuamos a noite juntos visitando alguns dos melhores lugares da vida noturna de Santiago.
Possíveis paradas da noite (confirmadas durante o intercâmbio):
✨ Festa internacional no Hotel W Santiago (Hotel Marriott)
🍀 Outro pub irlandês (inclui uma taça de champagne ou vinho chileno)
🎶 Club Subterráneo — uma das baladas mais populares da região
👉 Entrada adicional: $10.000 CLP
(Inclui entradas nas baladas + 1 taça de champagne ou vinho chileno no segundo local)
🌍 Turistas e viajantes são sempre bem-vindos
💳 Pagamento na entrada com dinheiro ou cartão em pesos chilenos ou equivalente em USD
👕 Dress code para as baladas: sem bonés, óculos de sol, roupas esportivas ou bermudas
⚠️ Importante:
A Festa Internacional está disponível apenas para participantes do Intercâmbio de Idiomas. Não vendemos entradas somente para a festa.
Dependendo da noite, podemos visitar um ou vários lugares, todos próximos uns dos outros. Informaremos a rota final durante o intercâmbio de idiomas.
🎁 PRESENTES EXTRAS para todos os participantes
Só por participar do evento você também ganha:
✨ 1 primeira aula GRÁTIS de espanhol, inglês ou português na nossa escola
✨ Até 25% de desconto em alguns dos melhores tours, restaurantes, hostels e hotéis de Santiago
Isso mesmo — você ganha descontos exclusivos temporários na cidade graças às nossas parcerias locais, apenas por participar da nossa festa internacional.
Está pronto para viver a vida noturna de Santiago?
Procure VIVETHINK no Instagram e veja o que outros viajantes dizem sobre nós 🌎
FRIDAY MORNING HIIT! 💪
Where: Meet inside of Juan Pablo II park on the steps in front of Parroquia Nuestra Señora del Rosario Church.
Donde: dentro del Parque Juan Pablo II en las escaleras al frente de la Parroquia Nuestra Señora del Rosario.
What to bring: Water. Gloves are optional (we will do exercises on the grass, stairs, etc.)
Que traer; Agua. Guantes son opcionales (haremos ejercicios varios en el pasto, escaleras, etc.)
LANGUAGE EXCHANGE🍀IRISH PARTY SANTIAGO
**ENGLISH**
SATURDAY, MAY 16th — IRISH PARTY 🍀
📍 Meeting point: Flannery's Beer House (+18)
📌 Address: Av. Tobalaba 379, Providencia, Santiago
🕘 9:00 PM
Follow us on Instagram: @VIVETHINK
Welcome to VIVETHINK — Meet locals, travelers, expats, and people from all around the world for a night of languages, music, karaoke, games, and unforgettable parties.
Every Saturday we combine a Language Exchange + International Party from 9:00 PM until late.
🕘 LANGUAGE EXCHANGE \| 9:00 PM – 11:00 PM
🍺 Welcome drink included
Start the night with:
🌍 Language exchange (all languages welcome)
🍀 Live Celtic music band 🎻 from 9:00 PM to 10:00 PM
🎤 Karaoke from 10:00 PM to 11:00 PM
🍺 One Irish or Chilean beer included
(Non-alcoholic option available)
🎲 Party games & social activities
✨ A fun and relaxed international atmosphere
👉 Ticket: $10.000 CLP (Includes 1 welcome drink)
🕚 INTERNATIONAL PARTY TOUR \| 11:00 PM – 3:00 AM
🍺 1 glass of champagne or Chilean wine at the second spot
After the language exchange, we continue the night together visiting some of Santiago’s best nightlife spots.
Possible stops for the night (confirmed during the language exchange):
✨ International Party at Hotel W Santiago (Marriott Hotel)
🍀 Another Irish pub (includes one glass of champagne or Chilean wine)
🎶 Club Subterráneo — one of the most popular clubs in the area
👉 Additional Ticket: $10.000 CLP
(Includes club entries + 1 glass of champagne or Chilean wine at the second venue)
🌍 Tourists & travelers are always welcome
💳 Pay at the door (cash or card) in Chilean pesos or USD equivalent
👕 Club dress code: no baseball caps, sunglasses, sportswear, or shorts
⚠️ Important:
The International Party is only available for participants of the Language Exchange. Party-only tickets are not available.
Depending on the night, we may visit one or several venues, all located near each other. We will announce the final party route during the language exchange.
🎁 EXTRA GIFTS for all participants
Just by joining the event, you also get:
✨ 1 FREE fisrt Spanish, English, or Portuguese lesson at our school
✨ Up to 25% discounts on some of the best tours, restaurants, hostels, and hotels in Santiago
That’s right — you get temporary exclusive deals around the city thanks to our local partnerships, just by joining our international party.
Are you ready to experience Santiago’s nightlife?
Search for VIVETHINK on Instagram and see what other travelers say about us 🌎
**ESPAÑOL**
SÁBADO 16 DE MAYO — FIESTA IRLANDESA 🍀
📍 Punto de encuentro: Flannery's Beer House (+18)
📌 Dirección: Av. Tobalaba 379, Providencia, Santiago
🕘 9:00 PM
Síguenos en Instagram: @VIVETHINK
Bienvenidos a VIVETHINK — Conoce locales, viajeros, expatriados y personas de todo el mundo en una noche de idiomas, música, karaoke, juegos y fiestas inolvidables.
Todos los sábados combinamos un Intercambio de Idiomas + Fiesta Internacional desde las 9:00 PM hasta tarde.
🕘 INTERCAMBIO DE IDIOMAS \| 9:00 PM – 11:00 PM
🍺 Incluye bebida de bienvenida
Comienza la noche disfrutando de:
🌍 Intercambio de idiomas (todos los idiomas son bienvenidos)
🍀 Banda de música celta en vivo 🎻 de 9:00 PM a 10:00 PM
🎤 Karaoke de 10:00 PM a 11:00 PM
🍺 Incluye una cerveza irlandesa o chilena
(Opción sin alcohol disponible)
🎲 Juegos y actividades sociales
✨ Un ambiente internacional relajado y entretenido
👉 Entrada: $10.000 CLP (Incluye 1 bebida de bienvenida)
🕚 TOUR DE FIESTA INTERNACIONAL \| 11:00 PM – 3:00 AM
🍺 1 copa de champagne o vino chileno incluida en el segundo lugar
Después del intercambio de idiomas seguimos la noche juntos visitando algunos de los mejores lugares de fiesta en Santiago.
Posibles destinos de la noche (confirmados durante el intercambio de idiomas):
✨ Fiesta internacional en Hotel W Santiago (Hotel Marriott)
🍀 Otro pub irlandés (incluye una copa de champagne o vino chileno)
🎶 Club Subterráneo — uno de los clubes más populares del sector
👉 Entrada adicional: $10.000 CLP
(Incluye entradas a los clubes + 1 copa de champagne o vino chileno en el segundo lugar)
🌍 Turistas y viajeros siempre bienvenidos
💳 Pago en puerta con efectivo o tarjeta en pesos chilenos o equivalente en USD
👕 Código de vestimenta para clubes: no jockeys, lentes de sol, ropa deportiva ni shorts
⚠️ Importante:
La Fiesta Internacional solo está disponible para participantes del Intercambio de Idiomas. No se venden entradas solo para la fiesta.
Dependiendo de la noche, podemos visitar uno o varios lugares, todos cercanos entre sí. Anunciaremos la ruta final durante el intercambio de idiomas.
🎁 REGALOS EXTRA para todos los participantes
Solo por participar en el evento también obtienes:
✨ 1 primera clase GRATIS de español, inglés o portugués en nuestra escuela
✨ Hasta un 25% de descuento en algunos de los mejores tours, restaurantes, hostales y hoteles de Santiago
Así es — obtienes descuentos exclusivos temporales en la ciudad gracias a nuestras alianzas locales, solo por unirte a nuestra fiesta internacional.
¿Estás listo para vivir la vida nocturna de Santiago?
Busca VIVETHINK en Instagram y mira lo que otros viajeros dicen sobre nosotros 🌎
**PORTUGUÊS**
SÁBADO, 16 DE MAIO — FESTA IRLANDESA 🍀
📍 Ponto de encontro: Flannery's Beer House (+18)
📌 Endereço: Av. Tobalaba 379, Providencia, Santiago
🕘 21:00
Siga nosso Instagram: @VIVETHINK
Bem-vindo ao VIVETHINK — Conheça moradores locais, viajantes, expatriados e pessoas do mundo inteiro em uma noite de idiomas, música, karaokê, jogos e festas inesquecíveis.
Todos os sábados combinamos um Intercâmbio de Idiomas + Festa Internacional a partir das 21:00 até tarde.
🕘 INTERCÂMBIO DE IDIOMAS \| 21:00 – 23:00
🍺 Drink de boas-vindas incluído
Comece a noite com:
🌍 Intercâmbio de idiomas (todos os idiomas são bem-vindos)
🍀 Banda de música celta ao vivo 🎻 das 21:00 às 22:00
🎤 Karaokê das 22:00 às 23:00
🍺 Uma cerveja irlandesa ou chilena incluída
(Opção sem álcool disponível)
🎲 Jogos e atividades sociais
✨ Um ambiente internacional divertido e descontraído
👉 Entrada: $10.000 CLP (Inclui 1 drink de boas-vindas)
🕚 TOUR DA FESTA INTERNACIONAL \| 23:00 – 03:00
🍺 1 taça de champagne ou vinho chileno incluída no segundo local
Depois do intercâmbio de idiomas, continuamos a noite juntos visitando alguns dos melhores lugares da vida noturna de Santiago.
Possíveis paradas da noite (confirmadas durante o intercâmbio):
✨ Festa internacional no Hotel W Santiago (Hotel Marriott)
🍀 Outro pub irlandês (inclui uma taça de champagne ou vinho chileno)
🎶 Club Subterráneo — uma das baladas mais populares da região
👉 Entrada adicional: $10.000 CLP
(Inclui entradas nas baladas + 1 taça de champagne ou vinho chileno no segundo local)
🌍 Turistas e viajantes são sempre bem-vindos
💳 Pagamento na entrada com dinheiro ou cartão em pesos chilenos ou equivalente em USD
👕 Dress code para as baladas: sem bonés, óculos de sol, roupas esportivas ou bermudas
⚠️ Importante:
A Festa Internacional está disponível apenas para participantes do Intercâmbio de Idiomas. Não vendemos entradas somente para a festa.
Dependendo da noite, podemos visitar um ou vários lugares, todos próximos uns dos outros. Informaremos a rota final durante o intercâmbio de idiomas.
🎁 PRESENTES EXTRAS para todos os participantes
Só por participar do evento você também ganha:
✨ 1 primeira aula GRÁTIS de espanhol, inglês ou português na nossa escola
✨ Até 25% de desconto em alguns dos melhores tours, restaurantes, hostels e hotéis de Santiago
Isso mesmo — você ganha descontos exclusivos temporários na cidade graças às nossas parcerias locais, apenas por participar da nossa festa internacional.
Está pronto para viver a vida noturna de Santiago?
Procure VIVETHINK no Instagram e veja o que outros viajantes dizem sobre nós 🌎
WordPress Plugins Events Near You
Connect with your local WordPress Plugins community
TBD
**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
WordPress Beyond SEO, Mastering Answer Engine Optimization (AEO)
Answer Engine Optimization (AEO) has been on the mind of many developers since most of the search engines implemented AIs.
The landscape of the internet is shifting beneath our feet. In 2026, users are increasingly bypassing traditional search results in favor of direct, conversational answers from platforms like ChatGPT, Gemini, and Perplexity. If your WordPress site is optimized only for "blue links," you’re missing out on a massive wave of traffic. This meetup will dive into Answer Engine Optimization (AEO), the strategic evolution of SEO. We’ll discuss why visibility in AI-generated summaries is becoming the new "Page 1" and how the "organic click" is being replaced by "brand citations" within AI responses.
We can check on what solutions already exist, what can you do yourself by optimizing your Robot.txt. But, also does all this work worth it?
I hope to see everyone for the discussion on June 3rd!
P.S. We will not meet on May 6th. My friends having a wedding and i am surprisingly much more involved in it. But it gives us all more time to play with AEO!
PO Box 21 Speakeasy
PO Box 21. Is a speakeasy in the basement of Highbanks Distillery in Westerville.
Check out the menu:
https://www.poboxtwentyone.com/home
Page Building with Bricks (Class 05 of 10) (FEE BASED)
**PLEASE READ THE FOLLOWING IMPORTANT NOTES:**
1. The dates for this series are simply placeholders at the moment. We are working on our 2026 schedule, and adjustments are forthcoming.
2. Each class in this series has an attendance fee.
3. Each class from BOTH a sign-up and fee perspective is a separate entity.
**Introduction:**
Our Page Building with Bricks web development class provides detailed instruction for using Bricks Builder, a visual site builder for WordPress, to create and manage websites. Widely considered by many of the world's leading web developers to be the most complete page builder on the market today, Bricks Builder offers a wide range of features and comprehensive tools. Our Bricks Builder web development class provides detailed instructions on utilizing the toolset. The series of courses covers the core features of Bricks Builder, enabling users to design and develop responsive, visually appealing websites. Moreover, the courses are oriented to reinforce a focus on professional, scalable web development. Throughout the series, we focus our page-building instruction on the semantic and structural integrity of the pages in a responsive world. By the end of the 10-class series, participants will have a fundamental understanding of proper web page and website development.
**The breakdown of the 10-class series is as follows:**
* Class 01 - Survey of Page Builders / What Bricksbuilder Does For You
* Class 02 - Boxes, Boxes, Boxes / Sections / Containers
* Class 03 - Static Units / Relative Units / Responsive Development And Math Functions
* Class 04 - CSS Variables And DRY Development / Classes And Global Styling
* Class 05 - CSS Grid And CSS Flexbox
* Class 06 - Responsive Development / Breakpoints And Media Queries
* Class 07 - Effective Use Of Color / Effective Use Of Images
* Class 08 - Beginning To Think Dynamically / Using Templates And Components
* Class 09 - Dynamic Styling / Data Attributes And Attribute Selectors
* Class 10 - Pseudo Elements / Programmatically Styling With Pseudo Classes
Throughout the class sessions listed above, we cover the following key areas of web development with Bricks Builder:
* **Introduction to Bricks Builder Interface:**
* Familiarization with the builder's layout, including the toolbar, panel, and canvas, and understanding how to navigate and interact with its various components.
* **Visual Site Building:**
* Techniques for creating layouts using Bricks' drag-and-drop interface, incorporating sections, rows, columns, and elements to build page structures.
* **Styling and Design:**
* Utilizing Bricks' styling options to customize elements, apply global CSS classes for consistent design, and leverage features like Flexbox and CSS Grid for responsive layouts.
* **Dynamic Content and Custom Fields:**
* Integrating dynamic content from custom post types and custom field plugins (like ACF, Meta Box) to build data-driven websites.
* **Template Building:**
* Creating and managing reusable templates for headers, footers, post type layouts, and other site-wide elements.
* **Performance Optimization:**
* Understanding how Bricks Builder contributes to fast-loading websites and implementing performance best practices.
* **Advanced Features:**
* Depending on the class level, it might delve into advanced topics such as conditional logic, interactions, and custom code integration to enable more complex functionality.
The series aims to equip participants with the skills to efficiently build, customize, and maintain WordPress websites using Bricks Builder, catering to both beginners and experienced web developers.
Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you!
**What to Expect at the Intro Circle**
\~\~\~\~\~\~\~\~\~\~\~\~\~
Near the beginning of the event (1:30 pm), we do a standup:
* Organizer announcements, updates, and logistics
Round 1 - (7 secs max):
* Your name
* What you're working on
* What you can help others with
Round 2:
* Community events you wanna plug. If none, that's cool too.
Round 3:
* Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool.
After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!
American Sign Language Beginners Meetup Group
We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able!
Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!
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










