Data Engineering

Para quem quer praticar idiomas, a 200 metros da Estação Moema do metrô.

Importante: o [registro](https://www.aicamp.ai/event/eventdetails/W2026011513) (inscrição) no site externo do evento é obrigatório para a entrada! **Language:** Portuguese and English Bem-vindo ao encontro de IA em São Paulo, em colaboração com a Oracle. Junte-se a nós para palestras técnicas aprofundadas sobre IA, IA generativa, LLMs e machine learning, além de comida, bebida e oportunidades de networking com palestrantes e outros desenvolvedores. **Palestrantes/Tópicos:** Confira o site do [evento](https://www.aicamp.ai/event/eventdetails/W2026011513) para obter informações sobre os palestrantes e os tópicos abordados. Se você tem interesse em palestrar para a nossa comunidade, convidamos você a enviar sugestões de tópicos para análise: [enviar tópicos](https://forms.gle/JkMt91CZRtoJBSFUA) **Patrocinadores:** Estamos buscando ativamente patrocinadores para apoiar a comunidade de desenvolvedores de IA. Seja oferecendo espaços para eventos, fornecendo alimentos ou por meio de patrocínio financeiro. Os patrocinadores não apenas terão a oportunidade de palestrar nos encontros e receberão reconhecimento de destaque, mas também terão visibilidade para nossa ampla base de membros, composta por mais de 5.000 desenvolvedores de IA em São Paulo e mais de 500.000 em todo o mundo. Interessados enviar email para [heitor@massimus.com](mailto:heitor@massimus.com)

**Let's Practice English Together!** Looking to improve your English in a fun and relaxed environment? Join us for an engaging conversation session at the park, where we will practice, learn, and connect over great moment. 📅 **Date:** January 17, 2026 🕔 **Time:** 3:00 PM 📍 **Location:** Dom José Park (500, Ângela Mirella Street - Barueri - São Paulo) Whether you're a beginner or advanced, everyone is welcome! No pressure, just good vibes, friendly faces, and the chance to boost your skills. Come by, take a fresh air, enjoy the place, and let’s chat in English! See you there!

Early-stage founders move faster when they validate smarter. This hands-on session walks through a simple, repeatable process for using AI to validate any startup idea in minutes. You'll learn how to clarify your concept, identify real customers, map competitors, and avoid the most common mistakes founders make. The session also includes a live demonstration of how AI can streamline validation and help you make confident go/no-go decisions. If you're looking for a smart, fast way to validate your startup idea, this event is for you! **❯ RSVP now at 👉** **[https://fi.co/startupwebinar/22134](https://fi.co/startupwebinar/22134) to get your link and join us live!** **❯❯ What You'll Learn:** * Discover how to quickly validate your startup concept with AI, ensuring you're on the right track. * Learn how to identify and engage real customers to solve actual pain points. * Understand how to analyze competitors and refine your offering to stand out in the market. * Gain the tools to make confident go/no-go decisions, minimizing risk and maximizing success. **❯❯ Featured Expert:** * **[Scott Ford](https://www.linkedin.com/in/bsford/) \- Co\-founder & CEO @ [SparkRockets](https://app.sparkrockets.com/?utm_source=fivalidate):** Scott is a growth-focused executive with experience scaling businesses from $7M to over $1.2B in SaaS, AI, and medical devices. As former COO of Techstars, he helped drive revenue from $20M to $80M globally, and at ZOLL Medical, he contributed to scaling a division from $7M to $50M, leading to a $2.2B acquisition. Currently, he co-leads SparkRockets, an AI-powered business validation platform. He specializes in go-to-market strategy, P&L management, and building high-performing teams, while mentoring emerging innovators at CU Boulder. His expertise lies in leading through change, scaling operations, and aligning cross-functional teams for growth. **❯❯ Who Should Attend?** * Early-stage founders looking to validate their startup ideas. * Aspiring founders with a new business concept they want to bring to life. * Entrepreneurs at the ideation stage seeking to refine their offerings. * Anyone curious about being an entrepreneur someday. **Additional Resources:** Find more [Startup Events](https://fi.co/events), learn about the [Entrepreneur DNA test](https://dna.fi.co/) or [sign up for the Insights Newsletter](https://fi.co/subscribe) to get the latest startup tips and trends. **❯ RSVP now at 👉** **[https://fi.co/startupwebinar/22134](https://fi.co/startupwebinar/22134) to get your link and join us live!**

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community Our meeting point is: 📍 Serena Cafeteria – Avenida Brigadeiro Luis Antônio, 4917, São Paulo, Brazil 🏃🏾‍♀️ From there, we’ll run together to Ibirapuera park and back. Coffee spot: Serena Cafeteria **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

A incrível banda Shiver tocará novamente muita música boa no Kia Ora. TODOS VIP ATÉ AS 20h Após M 40 \| H 80 \(ambos consumíveis\) Para garantir valores de lista favor incluir o nome no formulário: https://forms.gle/LRYtoVce6uH7LNBi7 Kia Ora Horário de funcionamento: das 18hs às 3hs Insta: https://www.instagram.com/kiaorapub/ Horário HOST: 19h30 às 21hs Teremos mesa de apoio reservada. Para chegar, ao entrar na casa vire à esquerda e depois esquerda novamente. Só tem uma entrada. *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 MAIOR *FESTIVAL DE SAMBA E GASTRONOMIA GRATUITO* DE SP! 😍 👉🏾Se liga: • DIVERSAS Rodas de Samba • Comida de primeira (+100 opções!) 📍Largo da Batata - Pinheiros Ⓜ️ Ao lado Estação Faria Lima ⏳Horário host: 11h-13h (depois… tô p/ samba 😘) 🆓 Entrada gratuita - só chegar 😉 🔗 https://www.instagram.com/reel/DS0mSYlEusQ/ *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*

PICLES: DIVERSÃO GARANTIDA > Palco Aberto com instrumentos para você tocar e cantar com a galera > Sala de Karaokê SUMMER ELECTRO INDIE NO PICLES NOSTALGIA E ALEGRIA Pista quente e pra dançar. Indie + summer electro na pista do picles! Os maiores hits da música eletrônica e do indie dançante. LINE UP: 21:00 - 23:30 DJ PATIFF 23:30 - 02:00 DJ BRENO OLIVEIRA 02:00 - 04:30 DJ BAMBOLOKI INGRESSOS: https://shotgun.live/pt-br/events/summerelectroindiepicles-8?fbclid=PAT01DUAPH2JFleHRuA2FlbQIxMABzcnRjBmFwcF9pZA81NjcwNjczNDMzNTI0MjcAAafbxpH3k7oHsj3OQkS51opjKQyo7sgL_jiCsjNXwWXKvyxGnVJ9zkpll1xKsw_aem_F75ozFO5nM1QmhW_kmWCYQ > Antecipado VIP até as 21:30 (Limitado) Chegue cedo! > Primeiro Lote: R$20,00 > Segundo Lote: R$30,00 Instagram: https://www.instagram.com/piclescardeal 📍Próximo da Estação Fradique Coutinho *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*

**Doing KPIs Right: a KEY to Analytics (and AI!) Impact!** On the one hand, KPIs are such a Business 101 concept that it may seem a little silly to dedicate an entire session to the topic. On the other hand, KPIs get handled so poorly so often that a case could be made that this meetup could just be one of the most impactful sessions of the entire year! We’re starting off the year at a new location: [COhatch Upper Arlington](https://www.cohatch.com/locations/columbus/upper-arlington/) but with a familiar speaker, Tim Wilson! We’ll be back at Rev1 in February, when the speaker will presumably not be Tim. Tim will make the case that effectively measuring performance of projects, campaigns, and initiatives (and even meetups!) should be a foundation for any data analytics program. Topics covered will include: the “two magic questions” of performance measurement, how to help business partners distinguish between outcomes and outputs, and effective tactics for collaboratively establishing KPI targets. He will also stick his neck out by demonstrating some of these techniques in real-time by measuring whether his talk lives up to the promise of this description! All CBUSDAW events are free thanks to our 2026 Sponsors: Clarivoy, Conductrics, What Box Consulting Group, and Piwik PRO. Check out [cbusdaw.com](https://cbusdaw.com) for more information.

2026 may be the last year many developers write code by hand. We need coding agents to solve complex problems in production codebases, but vibe coding alone won’t get us there. Vibe coding is all gas, no brakes. It burns up the context window until the agent slips on its own slop. You can go fast at first, but the more you stuff into the context window, the more tangled its outputs get. While the industry is rapidly increasing code generation speed, we still have to understand, review, merge, and maintain what gets shipped. This talk featuring Michael Geiger will outline how coding agents (Claude Code + Gas Town) work and a framework for orchestrating them to solve complicated problems in complex codebases. It’s about steering the model: doing the research to align intent, planning the approach up front, implementing in parallel steps, and breaking early. Human judgment still matters, but it should be spent on high-leverage decisions: what to build, what to forbid, and “what is quality?”, not cleaning up slop. Attendees will leave with a checklist to identify workflow and environment gaps that hold agents back, so you and your team can ship higher-quality software starting tomorrow.

**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 **Abstract** GitHub Copilot is rapidly changing how developers write, understand, and maintain code. Powered by generative AI and deeply integrated into modern development environments, Copilot acts as an intelligent coding assistant, helping developers move faster while maintaining quality and focus. In this session, we’ll explore what GitHub Copilot is, how it works, and where it fits into a real-world developer workflow. We’ll break down what Copilot can (and cannot) do, where it can be used, and how licensing differs for individuals and organizations. Most importantly, this talk goes beyond theory with a live, hands-on demo showcasing Copilot inside the IDE and on GitHub, demonstrating how it can assist with code generation, refactoring, learning new APIs, and accelerating day-to-day development tasks. Designed for developers, technical leads, and engineering managers, this session provides a practical introduction to AI-assisted development, highlights best practices for getting value from Copilot, and closes with guidance on how to continue learning and evolving alongside this rapidly advancing tool. Attendees will leave with a clear understanding of how GitHub Copilot can enhance productivity, improve developer experience, and fit into modern software teams today, not someday. **YouTube Link** TBA

**Details:** In recent years, the development of scalable continuous optimization solvers on GPUs has made significant progress, primarily driven by advances in GPU-based sparse linear algebra. We first introduce MadNLP.jl, a GPU-native solver for nonlinear programming (NLP) based on interior-point methods and sparse direct solvers. It was the first solver in the suite and remains central to solving general nonlinear problems efficiently. Building on this foundation, MadNCL.jl is a robust meta-solver that orchestrates multiple NLP solves to handle degeneracy, ill-conditioning, and to achieve high-accuracy solutions with tolerances below 1e-8. The latest solver MadIPM.jl, targets large-scale linear and convex quadratic programs (LP / QP). All three solvers are based on second-order algorithms, enabling robustness and accuracy compared to purely first-order methods. We present performance results on real-world benchmark instances, demonstrating substantial speedups between CPU and GPU implementations, while maintaining high solution quality. **Audience Takeaway:** * Second-order methods scale on GPUs * Unified GPU solver suite (NLP / LP / QP) * Robust, high-accuracy solutions * Demonstrated real-world CPU–GPU speedups **Zoom: This is a hybrid event. To attend online, join us on Zoom here at 6pm:** [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsors:** Illinois Tech Chicago-Kent College of Law will provide the meeting site. Adyen will sponsor snacks for the onsite participants. * **Address:** Room 170, Illinois Tech Chicago-Kent College of Law, 565 W Adams St, Chicago, IL 60661, USA. * **Logistics:** To access the room, we require **first and last names** of those who **RSVP'd by 6pm on Jan 13**. Attendees will then present their **IDs** when they arrive and sign in at the security desk. All external participants must wear name **badges**, provided at the registration table. * **Illinois Tech Overview:** Illinois Tech is a leading private research university in Chicago, renowned for its programs in Computing, Engineering, and Law. The Chicago-Kent College of Law and the College of Computing are central to the university’s mission of advancing interdisciplinary research and education. The event is hosted in collaboration with Illinois Tech’s Law School and the Department of Applied Mathematics.

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group × DevOps Columbus** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS, Columbus HashiCorp User Group, and DevOps Columbus meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

**Course Overview:** For project management professionals, the PMP certification is a widely accepted credential. It attests to their proficiency in project management and leadership. Obtaining PMP certification indicates proficiency in project management techniques and a dedication to best practices. It raises earning potential, creates new chances, and improves career prospects. The Project Management Institute (PMI) administers the PMP certification, which necessitates passing a demanding exam, proving experience, and fulfilling professional development criteria. **Training Overview:** This in-depth PMP® course is carefully crafted to provide professionals with the information, tools, and techniques needed to lead projects in a wide range of industries. Updated according to the most recent PMBOK® Guide and PMI standards, the course addresses fundamental project management areas such as initiating, planning, executing, monitoring, controlling, and closing a project. Attendees will receive hands-on practice through live case studies, interactive training, and exam techniques so that they are well-equipped to take the PMP certification exam. The training is also in compliance with the PMI 35 contact hour requirement and is conducted by certified trainers with real-world industry experience. [https://www.icertglobal.com/course/pmp-certification-training/Classroom/5/3644](https://www.icertglobal.com/course/pmp-certification-training/Classroom/5/3644) Take your career to the next level with our **intensive PMP® Bootcamp**, designed to help you lead projects with confidence and earn your PMP credential quickly and efficiently. · Hands-on training in project planning, execution, monitoring & closure · In-depth understanding of PMI frameworks and the PMBOK® Guide **·** Proven strategies to **clear the PMP exam on your first try** · Guidance from expert trainers with 15+ years of industry experience **Key Features of PMP Certification** · **4 Days In-Person Training:** Intensive classroom sessions with expert-led instruction, hands-on activities, and full PMP® exam coverage. · **PMBOK® Guide 7th Edition-Based Training:** Aligned with the latest PMI standards, focusing on principles, performance domains, and real-world project applications. · **90 Days of E-Learning Access:** Get unlimited access to recorded sessions, study materials, and practice exams for 90 days to reinforce your learning at your own pace. · **PMI Application Assistance:** Get step-by-step guidance to complete and submit your PMP® exam application accurately and confidently. · **35 Hours of Classroom and Online Instructor-Led Live Training:** Comprehensive, real-time training delivered by certified instructors in both in-person and virtual formats. · **Approved Course Materials:** Study with PMI-authorized and industry-recognized materials aligned with the latest PMP® exam content outline. · **Money-Back Guarantee:** Enroll with confidence—get a refund if you don’t pass the PMP® exam under our specified terms and conditions. · **Exam-Based Mock Tests:** Practice with full-length, PMP®-style mock exams designed to simulate the real test environment and boost your confidence. **Benefits of PMP Certification:** · **Global Recognition:** PMP is a universally respected credential recognized across industries worldwide. · **Higher Salary Potential:** PMP-certified professionals earn up to 20% more than non-certified peers. · **Career Advancement:** Opens doors to leadership roles and high-impact project opportunities. · **Validated Skills:** Proves your ability to manage projects efficiently using industry-standard best practices. · **Stronger Networking:** Connect with a global community of project managers and PMI members. **What will you learn?** * **Project Management Frameworks:** Understand PMI’s approach and the PMBOK® Guide (7th Edition) * **Project Lifecycle & Processes:** Master initiating, planning, executing, monitoring, and closing phases * **Agile & Hybrid Methodologies:** Apply adaptive project practices used in modern industries * **Team Leadership & Communication**: Learn stakeholder engagement, team dynamics, and conflict resolution * **Risk, Time & Cost Management:** Effectively manage project constraints and ensure delivery success * **PMP® Exam Strategy:** Gain test-taking techniques, practice with mock exams, and get exam-ready tips **Our Pass Guarantee: Your Success is Our Priority:** We’re committed to your success—our training, tools, and support are designed to help you pass the PMP® exam with confidence. **Why Choose Our Program? Learn from Industry Leaders. Succeed with Confidence.** · Led by certified experts with 15+ years of experience · PMI-authorized training aligned with the latest PMBOK® Guide · Proven track record of high first-attempt pass rates · Practical case studies and real-world project insights · Dedicated support from registration to certification However, basic understanding and knowledge about quality aspect and quality control will prove to be useful. Other course you might be interested: CAPM \| PMP \|LSSGB \| LSSBB \| LSSGB & LSSBB \| ITIL \| CBAP \| PMI\-ACP \| Big Data \| DevOps \| Data Science \| CSM If you are interested, please let me know so that I can send you special discounted price along with the customized registration link which will help you to enroll it easily. **Other Training Courses:** CAPM \| LSSGB \| LSSBB \| LSSGB&LSSBB\| CSM \| PMI\-ACP \| CCBA \| CEH \| DevOps If you have any more queries regarding PMP training and certification write an email to : [alex.wood@icertglobal.org](mailto:alex.wood@icertglobal.org) [https://www.icertglobal.com/](https://www.icertglobal.com/) Email: [alex.wood@icertglobal.org](http://alex.wood@icertglobal.org/) Phone: 713-287-1187

## Learn Infrastructure-as-Code (the FUN Way) — Through Minecraft 🎮☁️ **Joint Meetup: Azure CBUS × Columbus HashiCorp User Group** What if learning Terraform and Infrastructure-as-Code didn’t feel like a whitepaper… but more like a game? Join us for a joint Azure CBUS and Columbus HashiCorp User Group meetup where **Mark Tinderholt** \(Principal Architect\, Microsoft Azure \| HashiCorp Ambassador \| “The Azure Terraformer”\) shows how **Minecraft** can be used as a surprisingly powerful way to understand real-world Infrastructure-as-Code concepts. In this session, Mark will demonstrate how Terraform and Azure can be used to provision, configure, and manage Minecraft servers—while teaching the same patterns you’d use for production cloud infrastructure. ### What we’ll cover * Infrastructure-as-Code fundamentals using **Terraform** * Provisioning real infrastructure on **Azure** * Applying **IaC best practices** (immutability, repeatability, versioning) * How playful environments like Minecraft make complex concepts *click* * Why learning through experimentation beats click-ops every time ### Who should attend * Developers, platform engineers, and cloud engineers * Terraform users (new or experienced) * Anyone curious about Infrastructure-as-Code but tired of boring examples * Minecraft fans who want to see it used in a totally unexpected way No prior Minecraft experience required—just curiosity and a willingness to learn infrastructure the fun way. Come for the blocks, stay for the Terraform. 🧱➡️📐 Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/