Ubuntu

Sinopse: "Hey Joe" (2024), dirigido por Claudio Giovannesi e estrelado por James Franco, é um drama que acompanha Dean Barry, um veterano americano que retorna a Nápoles nos anos 1970. Ele busca conhecer o filho fruto de um romance fugaz na Segunda Guerra, mas encontra um jovem envolvido com o crime local. **Cine Belas Artes - sala 3** Rua da Consolação, 2423 Drama \| 16 anos \| 117min \| Itália **Ingressos:** na bilheteria ou app Ingresso.com R$ 22,80 inteira R$ 11,40 meia **Link para ingressos:** https://www.ingresso.com/cinema/cinema-belas-artes?city=sao-paulo&partnership=home?utm_campaign=Share&utm_source=TicketingAppAndroid&utm_medium=ShowtimeByTheaterButton **Comprei para a cadeira: J6** **Para quem se interessar, faremos um pré-evento a partir das 17h00** no URBE Café Bar localizado na Rua Antonio Carlos , 404 - bem próximo do Belas Artes *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx* *É novo no grupo? Quer saber mais sobre o evento (local de encontro, quem será o anfitrião, entre outros detalhes)?* Entre no nosso grupo do WhatsApp para receber todas as informações !!!: [WHATSAPP SOCIALIZANDO](https://chat.whatsapp.com/KNU4HX38Blt8HnWKw7kzQv) *ou* [INSTAGRAM SOCIALIZANDO](https://www.instagram.com/socializandoemsp/) *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx*

# GenAI em escala + Serverless na prática Nesta edição do **AWS User Group São Paulo**, teremos uma noite com dois temas super atuais e complementares: * **IA Generativa aplicada à avaliação de sistemas conversacionais em escala** (com foco em qualidade x custo) * **Modernização de arquitetura com serverless**, saindo de uma aplicação em EC2 para uma arquitetura mais resiliente e escalável Se você trabalha com **GenAI, arquitetura cloud, modernização de aplicações, observabilidade de qualidade ou engenharia de software na AWS**, este meetup foi feito para você. *** ## Palestra 1 ### **Além da Amostragem: Tornando Viável a Avaliação de Cobertura Total em IA Conversacional** Avaliar sistemas conversacionais multiagentes em escala apresenta um desafio real: **como manter qualidade de avaliação sem tornar o custo inviável**. Embora LLMs de ponta funcionem muito bem como juízes automáticos, seu uso contínuo para avaliar milhares de conversas pode se tornar economicamente impraticável. Nesta sessão, Guto e Harry apresentam um framework que utiliza **Small Language Models (SLMs)** para tornar a avaliação **economicamente viável em larga escala**, com foco em três pilares: * **criação de datasets sintéticos** * **benchmarking de modelos** * **estratégias sistemáticas de melhoria de performance** A abordagem combina geração de conversas sintéticas com avaliação multi-métrica via **LLM-as-a-Judge**, seguida por comparação entre diferentes arquiteturas de modelos para entender os trade-offs de **custo x qualidade**. Por fim, serão exploradas estratégias como **ensemble methods, prompt engineering e fine-tuning supervisionado** de modelos mais econômicos para alcançar qualidade de avaliação próxima a modelos frontier. Ao final, você vai entender como selecionar a melhor combinação de **modelo + estratégia** para o seu cenário, equilibrando metas de acurácia com restrições de custo em diferentes métricas e casos de uso. ### Palestrantes (mini bios) **Guto Leoni Santos** é Cientista de Dados no **Generative AI Innovation Center (LATAM)**. Possui 7 anos de experiência no desenvolvimento de aplicações com aprendizado de máquina e deep learning. Atualmente, atua no desenvolvimento de soluções com IA Generativa para geração de texto, imagens e aplicações multiagentes. **Harry Cavanagh** é Data Scientist no **GENAIIC da AWS**, com PhD em IA e Biofísica pelo **Imperial College London**. Ex-membro da startup **Solve Intelligence (Y Combinator)**, onde trabalhou com patentes usando IA Generativa, e ex-cientista na **Illumina (Singapura)**, aplicando deep learning em genética humana. É apaixonado por construir sistemas de IA com impacto real no mundo. *** ## Palestra 2 ### **Se funciona, tá bom? Como serverless pode revolucionar sua aplicação** Você construiu sua primeira aplicação em EC2. Funciona... até não funcionar mais. O tráfego aumenta, a instância trava ou falha, e você está desesperado tentando escalar. Soa familiar? Nesta sessão-jogo (surpresa 👀), vamos desenhar juntos uma aplicação típica em **EC2** que não escala bem e evoluí-la, passo a passo, para uma arquitetura **serverless**. Você vai ver onde o EC2 sofre e como serverless resolve problemas de escalabilidade, operação e resiliência — sem precisar acordar às 3h da manhã. ### Palestrantes **Giovana Armani** começou sua jornada técnica como desenvolvedora de software na Amazon. Depois de 4 anos na área, hoje atua como **Developer Advocate na AWS**, criando conteúdo educacional sobre conceitos técnicos fundamentais e melhores práticas de desenvolvimento na nuvem. **Marcelo Palladino** atua como **Developer Advocate na AWS**, onde trabalha para conectar desenvolvedores e empresas à inovação em nuvem, promovendo boas práticas de engenharia, arquitetura moderna e adoção de tecnologias emergentes. *** ## Informações IMPORTANTES!!!!!! Em caso de inscrição e desistência, **cancele sua participação no Meetup** para liberar a vaga para a próxima pessoa da fila. É **obrigatório informar seu RG** na confirmação de presença. **Inscrições sem o RG serão invalidadas.** Também é obrigatório informar o **número de telefone no cadastro**. **Não compartilharemos nenhuma informação com terceiros**; os dados serão utilizados apenas para confirmação no dia do evento. *** ## Como chegar **Endereço oficial:** **Amazon Web Services, Edifício JK** Av. Chedid Jafet, 200 - Vila Olímpia, São Paulo - SP, 04551-065, Brazil **Referência:** Região da Vila Olímpia (Edifício JK). *** Os encontros do **AWS User Group São Paulo** seguem o Código de Conduta, disponível em: [https://github.com/AWSUserGroupSP/codigo-de-conduta](https://github.com/AWSUserGroupSP/codigo-de-conduta) Ao confirmar sua participação, você concorda automaticamente com o código. #AWS #AWSCommunity #AWSUGSP *** ## Organizadores * Willian Peixoto * Vanessa Santos * Amanda S. de Souza * Leticia Massae * Caiuã Lorio * Vinícius Matos

Pessoal, teremos mais um meetup onde apresentaremos as novidades da ClickHouse e mais alguns cases. Contamos com vocês lá!! Agenda: * Abertura e Apresentação Novo Time ClickHouse Brasil * Case Exitlag * ClickHouse Agentic Data Stack (with LibreChat & Langfuse) * Managed Postgres Service * Novas Funcionalidades e Planos * Fechamento

*Join a friendly community of language exchangers from all over the world and practice your English/Portuguese — maybe even pick up a new language too! 🌍* All language levels are welcome — even if you're a total beginner. We believe the best way to learn is by actually speaking in real life! ***A midweek night to decompress, relax, make new friends, slow down a little and enjoy some drinks 🍹🍹🍹*** We meet every Wednesday at our new location: 📍 **Che Bárbaro Restaurante & Bar/ Perto do Beco do Batman** Rua Harmonia, 277 – Sumarezinho São Paulo – SP, 05435-000 It’s a big venue, so don’t worry — the **Rooftop** is just for us! When you arrive, just let the staff know you’re there for **O Rolè** and they’ll point you in the right direction 😉 We usually have around 8–12people per night. Come represent your language! Join our WhatsApp group here and connect with us: 👉 [https://chat.whatsapp.com/K8DX6L9WrOs2KkGFqGgdrc?mode=gi_t](https://chat.whatsapp.com/K8DX6L9WrOs2KkGFqGgdrc?mode=gi_t) See you on Wednesday! 🗣️🍻🌎

**Sextou no Kia Ora?** A tão aguardada Banda Tren volta aos palcos do nosso amado Kia Ora pela primeira vez em 2026. Também teremos DJ e Banda Relive! **VIP ATÉ AS 21h** **Após 21h:** Mulher: 40,00 ou 90,00 consome Homem: 30,00 ou 50,00 consome. **PARA GARANTIR O VIP E VALORES PROMOCIONAIS INCLUIR O NOME NO FORMS (os nomes serão aceitos até as 17h00 do dia do evento!!!):** https://forms.gle/KCiwdohp6vhjBAxA8 Teremos mesa de apoio reservada. Bora sextar juntos? **Comanda individual** **Host: Ana Vitória** *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx* *É novo no grupo? Quer saber mais sobre o evento (local de encontro, quem será o anfitrião, entre outros detalhes)?* Entre no nosso grupo do WhatsApp para receber todas as informações !!!: [WHATSAPP SOCIALIZANDO](https://chat.whatsapp.com/KNU4HX38Blt8HnWKw7kzQv) *ou* [INSTAGRAM SOCIALIZANDO](https://www.instagram.com/socializandoemsp/) *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx*

**O Los Perros (Bela Cintra)** é um wine bar despretensioso e acolhedor, situado próximo da Avenida Paulista. A proposta é combinar o clima de bar de esquina com uma carta de cerca de 70 rótulos de vinhos, criando um espaço descontraído para tomar vinho como se fosse uma cerveja de botequim. Os vinhos podem ser consumidos em taças com valores a partir de R$ 18,00. Há também uma variedade de petiscos, porções e outras bebidas. **Dicas importantes:** * **Chegarei às 17h00** para garantir a mesa, quem quiser chegar mais cedo, fique à vontade * * **Estações de metrô** mais próximas: Paulista (Amarela) - saída C ou Consolação (Verde) \- O bar fica localizado a 2 quadras da Av\. Paulista no sentido Centro \- A **comanda é única** para o grupo, então peço que anotem tudo que forem consumindo para um melhor controle no final do evento \- Qualquer outra dúvida\, me chamem no privado Divirtam-se 🍷 **Host: Marcello Mastrorosa** *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx* *É novo no grupo? Quer saber mais sobre o evento (local de encontro, quem será o anfitrião, entre outros detalhes)?* *👉 Entre no nosso grupo do WhatsApp para receber todas as informações !!!:* [WHATSAPP SOCIALIZANDO](https://chat.whatsapp.com/KNU4HX38Blt8HnWKw7kzQv) *ou* [INSTAGRAM SOCIALIZANDO](https://www.instagram.com/socializandoemsp/) *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx*

Pessoal, confirmamos nosso primeiro treinamento do ano focado em Desenvolvedores que querem aprender e/ou se aprofundar em ClickHouse. Vagas Limitadas! Link para inscrição: https://clickhouse.com/company/events/202603-AMER-SaoPaulo-Real-time-Analytics-w-ClickHouse

Entre os vários espetáculos do **11º** **MITsp**, vamos ver essa **produção de dança contemporânea nacional**? Com coreografia de Mário Nascimento e trilha sonora original do DJ Marcos Tubarão, o espetáculo, que conta com bailarinos do **Corpo de Dança do Amazonas,** apresenta a dor e a beleza dos tikunas, e simboliza a conexão entre a **dança e a identidade cultural amazônica**, homenageando seu povo e a natureza local. **A MITsp – Mostra Internacional de Teatro de São Paulo** chega à sua **11ª edição**. Reconhecida como um dos principais festivais de teatro do Brasil, mantém sua vocação experimental e crítica, além de seu papel estratégico na **valorização da cultura brasileira** e no fortalecimento do intercâmbio internacional. **Host:** Helena O. (Plateia SC M8) * C️️️️️lique aqui, para adquirir seu ingresso do Sympla: ***[link](https://bileto.sympla.com.br/event/116486?share_id=1-copiarlink)*** (de R$ 20 a R$ 40) * Podemos esticar para um after! * Veja mais informações clicando aqui: ***[link](https://mitsp.org/2026/ta-sobre-ser-grande/)*** ⚠️ Por favor, quem comprar ingresso, me avise aqui **no Meetup**. Se desistir, também! **Quem já comprou ingresso:** * Jussara * Telma * Helena *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx* *É novo no grupo? Quer saber mais sobre o evento (local de encontro, quem será o anfitrião, entre outros detalhes)?* * Entre no nosso grupo do WhatsApp para receber todas as informações !!!:\* [WHATSAPP SOCIALIZANDO](https://chat.whatsapp.com/KNU4HX38Blt8HnWKw7kzQv) *ou* [INSTAGRAM SOCIALIZANDO](https://www.instagram.com/socializandoemsp/) *xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx*

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Come assist Van Buren Shelter (https://ymcacolumbus.org/locations/vanburen) staff in serving dinners and cleaning up on the 3rd Tuesday of each month. Dinner for the women is 5-6 pm and for the families is 6:15-7:15 pm. There is ample free parking available in the shelter's lot. The recommended area to park is in green in the image above. There will be a new entrance for the time being. We are asking all volunteers to enter through the Donation Dock door, the orange mark on the image above. This door is located between the Single Adults and Family Shelter. You will see 2 large garage doors with a large green trash compactor in the center. Please head to the closest garage door to the building wall, with a ramp leading up. There, you will see a door with a sign stating instructions on how to enter the building. Please ring the doorbell, and a staff member will come and escort you into the building. If a staff member takes longer than 5 minutes, please call the front desk at 614-689-2020. This is a new process for us, and we do not want to keep you waiting! We appreciate your patience as we navigate this temporary change. The shelter needs a volunteer count the day before the event so sign-up ends Monday at 4:50 PM. Afterwards some of us go to the Omnipresent Atheists Weekly Meetup in progress to have a bit to eat or drink (http://www.meetup.com/omnipresentatheists/). Volunteers must be 14 or older. Since we will be working around families, the YMCA does not permit volunteering by individuals with convictions for violent or sexual crimes. The YMCA reserves the right to run background checks on volunteers. For questions, comment on this page or contact: Andrew, awhit12@yahoo.com, (614)937-5802 (cell). Please let Andrew know if you volunteer anytime other than our COUNT events so that he can count your hours toward our service record.

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!

Free at Bexley Library Adventures in Ecological Horticulture with Rebecca McMackin Wednesday, March 18 1:00pm - 2:30pm Gone are the days when a garden could be ornamental alone. We now recognize the impact that our land care practices have on the ecosystems around us, and can see the importance of encouraging biodiversity. Thankfully, we do not need to sacrifice beauty when we invite butterflies and songbirds into our gardens. Rebecca McMackin has cultivated gorgeous landscapes in the toughest environments possible: urban parks, school playgrounds, and the sidewalks of New York City. She will take lessons from her work at Brooklyn Bridge Park, the Brooklyn Museum, and decades of research to share how those of us who are fortunate enough to care for land, can do it beautifully and ecologically. Rebecca McMackin is an ecologically obsessed horticulturist and garden designer. She writes, lectures, and teaches on ecological landscape management and pollination ecology, as well as designs the rare public garden. She is currently Lead Horticulturist for the American Horticultural Society, an Associate with the Harvard Divinity School’s Thinking with Plants and Fungi Initiative, and Consulting Arboretum Curator for Woodlawn Cemetery in the Bronx, NY. Rebecca spent a decade as Director of Horticulture of Brooklyn Bridge Park, where she managed 85 acres of diverse parkland organically. Their research into cultivating urban biodiversity and ethical management strategies has influenced thousands of people and entire urban parks systems to adopt similar approaches. She has been published by and featured in the New York Times, Gardens Illustrated, on NPR and PBS. Her garden for the Brooklyn Museum recently won the PPA’s Award of Excellence and her TED Talk has been viewed over a million times. She holds M.Sc. from Columbia University and University of Victoria in landscape design and biology and recently completed the Loeb Fellowship at the Harvard Graduate School of Design. This program is presented in partnership with Rooted in Bexley and generously funded by the Bexley Community Foundation and Bexley Community Author Series Fund.

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: **Python Tips and Tricks on iOS** **Mike Kennedy** What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

Save the Date 🌱 The Licking County Master Gardener Volunteers invite you to the annual gardening conference, open to everyone who enjoys growing plants. 📅 Saturday, March 14, 2026 📍 OSU Newark Campus - Reese center 🎟️ Tickets go on sale in January and this event fills fast, sells out every year 🌿 2026 Theme: Unusual Gardens in Your Backyard You will hear practical ideas that help you rethink small spaces and try new approaches at home. This conference also arrives at the perfect time of year. It helps soothe the urge to get outside while winter is still around. Central Ohio gardeners wait until late May to plant outdoors, so this day helps you plan and daydream about spring projects. Speakers • Joseph Tychonievich, author of Rock Gardening: Reimagining a Classic Style • Debra Knapke, The Garden Sage • Denise Schreiber, author of Eat Your Roses You will find vendors, a silent raffle, and friendly conversations with other gardeners. Registration • Register by January 31 to pay 50 dollars • Starting February 1, the fee is 60 dollars • Tickets at the door are 75 dollars • Boxed lunch, coffee and pastries are included MGV website: [https://fourseasonsofgardening.org/2026-spring-conference](https://fourseasonsofgardening.org/2026-spring-conference) 9:00-9:20 Registration & Complimentary Muffins & Vendor Visits (Auditorium) 9:20-9:30 Welcome & Opening Remarks (Auditorium) 9:30-10:20 Denise Schreiber, “Mrs Know It All” Pittsburg, PA Beyond the Garden Gate, Peeking at the Neighbor’s (Ballroom/Hallway). 10:20–10:40 Break-Visit Vendors & Raffle Tables (Auditorium) 10:40–11:30 Debra Knapke, “The Garden Sage” Columbus Ohio Wanting it All—Evolving as a Gardener (Ballroom) 11:30-12:15 Lunch (Catered/Visit Vendors & Raffle Tables 12:30–1:00 Break Out—Session 1 (Ballroom) Dawn Seymour Hungry for Change: Avoiding “the Jones’” with Intentional Design (Auditorium) Ryan Slaughter, Ross County Ag. & Natural Resources Extension Educator Growing Berries in Home Gardens (Ballroom) 1:10–1:40 Break Out Session 2 Dawn Seymour Hungry for Change: Avoiding “the Jones’” with Intentional Design (Auditorium) Ryan Slaughter Growing Berries in the Home Garden (Ballroom/Hallway) 1:40-2:10 Break: Final Visit to Vendors & Raffle Tables 2:10–3:00 Joseph Tychonievich, South Bend, IN, Writer, Plant Breeder, Gardener Big Ideas, Small Spaces: Making Creative Gardens on Small Properties

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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