Enterprise Resource Planning

**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 🌎

**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 🌎

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’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

**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

It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went? Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence? Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp.

**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.

It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Here is the secret of being positive and free: Thinking positively is not enough. You also have to get rid of the negative thinking. Your mind is like a garden. You can plant many beautiful flowers in it, but if you don't get rid of the weeds when you plant your flowers, the weeds will soon take over the whole garden. A positive thought is like a flower in your mental garden, and a negative thought is like a weed. You cannot expect to have a positive mindset if you continue to have negative thoughts dwelling and growing there. So, how do you get rid of the negative thoughts? That's what this Meetup is all about. Attend this local meeting and find out! The Meetup event will be led by a consultant who had helped many people live happier in life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Dianetics & Scientology life improvement center.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com