Software Configuration Management

Do you want to kick your public speaking skills up a couple of notches? Join Cairo Toastmasters and practice public speaking with professional speakers from all over the world to ace your next presentation. Please join our whatsapp group to receive the invitation and meeting details. https://chat.whatsapp.com/DDkLoUWtGFiHLA6KWoyhyo What's Cairo Toastmasters? A Toastmasters meeting is a learn-by-doing event in which participants hone their speaking and leadership skills in a no-pressure atmosphere. Through a series of 11 self-paced speaking assignments designed to put a basic foundation in public speaking, you'll learn how to express yourself, and deliver presentations, also you will get to develop your leadership and communication skills. Why join Cairo Toastmasters? Toastmasters will give you a GROWING experience once you decide to join the club. With more than 700,000 active members in more than 16,000 clubs all over the world improving their public speaking and communication skills, you'll be a part of a global network of success. A fee of 100 LE is collected from all guests.

Behind every successful ML model lies a massive ecosystem of pipelines, infrastructure, configurations, dependencies, and automation layers. In this workshop, Mahmoud will break down the hidden technical debt that quietly breaks ML systems in production, including: - Pipeline jungles & fragile glue code - Data dependencies & system entanglement - Infrastructure bottlenecks in real-world AI deployments - MLOps strategies for scalable, stable, and secure systems - Based on Google’s foundational research and modern MLOps practices, this workshop will help you understand how to build AI systems that survive beyond the demo stage. Agenda --- Hosted By Muhammed Nagy, Head of GDG Cairo Hi, I'm Mohamed, Head of GDG Cairo. Mona Abd Elaziz, Head of Design Zeinab Salem, WTM Cairo Leader Fady Ibrahim, GDG Organizer - Fady is a Google Developer Expert and Google Cloud Authorized Trainer with 12 Google Cloud certifications. - He is a Build with AI trainer and a mentor in the 2024 Solution Challenge of Google Developer Student Clubs (GDSC). He mentored teams from Germany and Singapore from the Top Global 100 Team. - Fady is the technical reviewer for the book Google Cloud Certified Professional Cloud Network Engineer Guide, published by Packt Publishing. - Fady has a one-hour video published on the official Google Cloud YouTube channel. Furthermore, he has a 10-video YouTube list about Google Cloud published by Cloud Institute, a Cloud Coaching Company based in Austin, Texas, USA. Ibrahim Fathelbab, Co-organizer Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support. El-hosary A, GDG Organizer Islam Hassan, Android developer Taghrida Mohamed, Co-organizer Mahmoud Sultan, Co-organizer CyberSecurity Engineer GDG Cairo Organizer Kholoud Ahmed, Co-organizer Computer Science Student Mohamed Mohamed, Co-organizer Eslam Kamal, Co-organizer Flutter Mobile App Developer | Coding Instructor | GDG Cairo Organizer | Head of Flutter at GDSC MTI (2023 - 2024) Ali Omar, Co-organizer Youssef Mamdouh, Co-organizer Mohamed Abo el Maaty Zaky, GDG Organizer 🧑🏻‍💻 Software Engineer 💙 Flutter Developer 🇪🇬 Flutter Egypt Organizer 🐦 Flutter Mena Organizer 📱 Mobile Enthusiast 💻 GDG 6 October Organizer 🌐 https://maaty.dev Yousef Bahnsawy, Ai Engineer AI Engineer, GDG on Campus Lead and GDG Cairo Organizer Nour Ashraf Hanafy, Business Developer Abdulrahman Samir, GDG Organizer RaniaM Hafez Photographer, Photographer Saadi Shamallakh, Full Stack developer Abdelrahman Salah, IOS Developer Ahmed Elnaggar, GDE Menna Ahmed, Cloud Engineer Cloud Engineer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cairo-presents-hidden-technical-debt-in-machine-learning-systems-workshop-with-mahmoud-hossam/.

Discover how modern AI pipelines can evolve beyond static workflows into systems that continuously improve through feedback and reasoning. Agenda --- Hosted By Muhammed Nagy, Head of GDG Cairo Hi, I'm Mohamed, Head of GDG Cairo. Mona Abd Elaziz, Head of Design Zeinab Salem, WTM Cairo Leader Fady Ibrahim, GDG Organizer - Fady is a Google Developer Expert and Google Cloud Authorized Trainer with 12 Google Cloud certifications. - He is a Build with AI trainer and a mentor in the 2024 Solution Challenge of Google Developer Student Clubs (GDSC). He mentored teams from Germany and Singapore from the Top Global 100 Team. - Fady is the technical reviewer for the book Google Cloud Certified Professional Cloud Network Engineer Guide, published by Packt Publishing. - Fady has a one-hour video published on the official Google Cloud YouTube channel. Furthermore, he has a 10-video YouTube list about Google Cloud published by Cloud Institute, a Cloud Coaching Company based in Austin, Texas, USA. Ibrahim Fathelbab, Co-organizer Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support. El-hosary A, GDG Organizer Islam Hassan, Android developer Taghrida Mohamed, Co-organizer Mahmoud Sultan, Co-organizer CyberSecurity Engineer GDG Cairo Organizer Kholoud Ahmed, Co-organizer Computer Science Student Mohamed Mohamed, Co-organizer Eslam Kamal, Co-organizer Flutter Mobile App Developer | Coding Instructor | GDG Cairo Organizer | Head of Flutter at GDSC MTI (2023 - 2024) Ali Omar, Co-organizer Youssef Mamdouh, Co-organizer Mohamed Abo el Maaty Zaky, GDG Organizer 🧑🏻‍💻 Software Engineer 💙 Flutter Developer 🇪🇬 Flutter Egypt Organizer 🐦 Flutter Mena Organizer 📱 Mobile Enthusiast 💻 GDG 6 October Organizer 🌐 https://maaty.dev Yousef Bahnsawy, Ai Engineer AI Engineer, GDG on Campus Lead and GDG Cairo Organizer Nour Ashraf Hanafy, Business Developer Abdulrahman Samir, GDG Organizer RaniaM Hafez Photographer, Photographer Saadi Shamallakh, Full Stack developer Abdelrahman Salah, IOS Developer Ahmed Elnaggar, GDE Menna Ahmed, Cloud Engineer Cloud Engineer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cairo-presents-semantic-backpropagation-in-llm-pipelines-workshop-with-mohamed-shams/.

☕🎀 The Soft Café Circle 🎀☕ We’re so excited to welcome you to our very first gathering 💗 A cozy, girly hangout created for soft conversations, genuine connections, and calm, comforting vibes. This is the beginning of a little circle where we explore the most beautiful, cozy cafés around Cairo that truly match our energy ☕🌷 For our first meetup, we’ll be spending a relaxed afternoon at Tree House Cafe enjoying: ✨ Card games & board games ✨ Getting to know each other in a friendly, easygoing way ✨ A warm, welcoming space where you can just be yourself Coming alone? You’re not the only one most of us are meeting for the first time too 💗 📅 Saturday, 23 May 📍 Tree House Cafe, Dokki 🕰 Time: [4pm ] 🎀 Rules & Notes: • Girls only • Age range: 20–30 • This is our first meetup , kindness, respect, and soft energy always 💌 Once we reach around 20 members, a WhatsApp group will be created to stay connected, plan future meetups, and grow our cozy circle together. If you’ve been looking for a soft place to belong, meet new people, and discover lovely cafés… this is your sign 🌸 https://share.google/G50wEDT4rc8oaVYxS

Imagine generating SwiftUI components, managing projects, interacting with GitHub, and automating development tasks directly from your terminal using AI Agenda --- Hosted By Muhammed Nagy, Head of GDG Cairo Hi, I'm Mohamed, Head of GDG Cairo. Mona Abd Elaziz, Head of Design Zeinab Salem, WTM Cairo Leader Fady Ibrahim, GDG Organizer - Fady is a Google Developer Expert and Google Cloud Authorized Trainer with 12 Google Cloud certifications. - He is a Build with AI trainer and a mentor in the 2024 Solution Challenge of Google Developer Student Clubs (GDSC). He mentored teams from Germany and Singapore from the Top Global 100 Team. - Fady is the technical reviewer for the book Google Cloud Certified Professional Cloud Network Engineer Guide, published by Packt Publishing. - Fady has a one-hour video published on the official Google Cloud YouTube channel. Furthermore, he has a 10-video YouTube list about Google Cloud published by Cloud Institute, a Cloud Coaching Company based in Austin, Texas, USA. Ibrahim Fathelbab, Co-organizer Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support. El-hosary A, GDG Organizer Islam Hassan, Android developer Taghrida Mohamed, Co-organizer Mahmoud Sultan, Co-organizer CyberSecurity Engineer GDG Cairo Organizer Kholoud Ahmed, Co-organizer Computer Science Student Mohamed Mohamed, Co-organizer Eslam Kamal, Co-organizer Flutter Mobile App Developer | Coding Instructor | GDG Cairo Organizer | Head of Flutter at GDSC MTI (2023 - 2024) Ali Omar, Co-organizer Youssef Mamdouh, Co-organizer Mohamed Abo el Maaty Zaky, GDG Organizer 🧑🏻‍💻 Software Engineer 💙 Flutter Developer 🇪🇬 Flutter Egypt Organizer 🐦 Flutter Mena Organizer 📱 Mobile Enthusiast 💻 GDG 6 October Organizer 🌐 https://maaty.dev Yousef Bahnsawy, Ai Engineer AI Engineer, GDG on Campus Lead and GDG Cairo Organizer Nour Ashraf Hanafy, Business Developer Abdulrahman Samir, GDG Organizer RaniaM Hafez Photographer, Photographer Saadi Shamallakh, Full Stack developer Abdelrahman Salah, IOS Developer Ahmed Elnaggar, GDE Menna Ahmed, Cloud Engineer Cloud Engineer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cairo-presents-supercharge-your-ios-workflow-with-gemini-cli-workshop-with-alsmh-ahmed/.

Most developers only interact with Android through GUIs and high-level APIs… But the real power of Android lives inside the terminal 🔥 In this intensive workshop, you’ll go beyond Android Studio and learn how to control, debug, and automate Android systems directly from the Command Line Interface using: - ADB - Fastboot - Android Shell Commands - 🚀 What You’ll Master: - Advanced ADB workflows beyond simple app installs - Managing activities, broadcasts, and system processes - Navigating Android’s filesystem through adb shell - Using Fastboot for low-level hardware interaction & recovery - Real-time debugging, logging, and performance analysis from the terminal This workshop is designed to transform you from a regular Android developer into someone who truly understands how Android works under the hood ⚡ Agenda --- Hosted By Muhammed Nagy, Head of GDG Cairo Hi, I'm Mohamed, Head of GDG Cairo. Mona Abd Elaziz, Head of Design Zeinab Salem, WTM Cairo Leader Fady Ibrahim, GDG Organizer - Fady is a Google Developer Expert and Google Cloud Authorized Trainer with 12 Google Cloud certifications. - He is a Build with AI trainer and a mentor in the 2024 Solution Challenge of Google Developer Student Clubs (GDSC). He mentored teams from Germany and Singapore from the Top Global 100 Team. - Fady is the technical reviewer for the book Google Cloud Certified Professional Cloud Network Engineer Guide, published by Packt Publishing. - Fady has a one-hour video published on the official Google Cloud YouTube channel. Furthermore, he has a 10-video YouTube list about Google Cloud published by Cloud Institute, a Cloud Coaching Company based in Austin, Texas, USA. Ibrahim Fathelbab, Co-organizer Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support. El-hosary A, GDG Organizer Islam Hassan, Android developer Taghrida Mohamed, Co-organizer Mahmoud Sultan, Co-organizer CyberSecurity Engineer GDG Cairo Organizer Kholoud Ahmed, Co-organizer Computer Science Student Mohamed Mohamed, Co-organizer Eslam Kamal, Co-organizer Flutter Mobile App Developer | Coding Instructor | GDG Cairo Organizer | Head of Flutter at GDSC MTI (2023 - 2024) Ali Omar, Co-organizer Youssef Mamdouh, Co-organizer Mohamed Abo el Maaty Zaky, GDG Organizer 🧑🏻‍💻 Software Engineer 💙 Flutter Developer 🇪🇬 Flutter Egypt Organizer 🐦 Flutter Mena Organizer 📱 Mobile Enthusiast 💻 GDG 6 October Organizer 🌐 https://maaty.dev Yousef Bahnsawy, Ai Engineer AI Engineer, GDG on Campus Lead and GDG Cairo Organizer Nour Ashraf Hanafy, Business Developer Abdulrahman Samir, GDG Organizer RaniaM Hafez Photographer, Photographer Saadi Shamallakh, Full Stack developer Abdelrahman Salah, IOS Developer Ahmed Elnaggar, GDE Menna Ahmed, Cloud Engineer Cloud Engineer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cairo-presents-terminal-velocity-mastering-the-android-cli-workshop-with-islam-hassan/.

Get ready for a hands-on deep dive into Agentic Workflows! In this workshop, you’ll learn how to build and orchestrate intelligent agents using: Model Context Protocol (MCP) for seamless tool & data integration Agent Development Kit (ADK) for building robust agents The workshop will level up with Agent-to-Agent (A2A) communication, where you’ll see how multiple agents collaborate autonomously to solve real-world complex problems. Agenda --- Hosted By Muhammed Nagy, Head of GDG Cairo Hi, I'm Mohamed, Head of GDG Cairo. Mona Abd Elaziz, Head of Design Zeinab Salem, WTM Cairo Leader Fady Ibrahim, GDG Organizer - Fady is a Google Developer Expert and Google Cloud Authorized Trainer with 12 Google Cloud certifications. - He is a Build with AI trainer and a mentor in the 2024 Solution Challenge of Google Developer Student Clubs (GDSC). He mentored teams from Germany and Singapore from the Top Global 100 Team. - Fady is the technical reviewer for the book Google Cloud Certified Professional Cloud Network Engineer Guide, published by Packt Publishing. - Fady has a one-hour video published on the official Google Cloud YouTube channel. Furthermore, he has a 10-video YouTube list about Google Cloud published by Cloud Institute, a Cloud Coaching Company based in Austin, Texas, USA. Ibrahim Fathelbab, Co-organizer Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support. El-hosary A, GDG Organizer Islam Hassan, Android developer Taghrida Mohamed, Co-organizer Mahmoud Sultan, Co-organizer CyberSecurity Engineer GDG Cairo Organizer Kholoud Ahmed, Co-organizer Computer Science Student Mohamed Mohamed, Co-organizer Eslam Kamal, Co-organizer Flutter Mobile App Developer | Coding Instructor | GDG Cairo Organizer | Head of Flutter at GDSC MTI (2023 - 2024) Ali Omar, Co-organizer Youssef Mamdouh, Co-organizer Mohamed Abo el Maaty Zaky, GDG Organizer 🧑🏻‍💻 Software Engineer 💙 Flutter Developer 🇪🇬 Flutter Egypt Organizer 🐦 Flutter Mena Organizer 📱 Mobile Enthusiast 💻 GDG 6 October Organizer 🌐 https://maaty.dev Yousef Bahnsawy, Ai Engineer AI Engineer, GDG on Campus Lead and GDG Cairo Organizer Nour Ashraf Hanafy, Business Developer Abdulrahman Samir, GDG Organizer RaniaM Hafez Photographer, Photographer Saadi Shamallakh, Full Stack developer Abdelrahman Salah, IOS Developer Ahmed Elnaggar, GDE Menna Ahmed, Cloud Engineer Cloud Engineer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cairo-presents-getting-started-with-mcp-adk-and-a2a-workshop-with-nejmeddine/.

Join us for an exciting and interactive workshop, "Build with AI: Cairo Workshop 2026," where you'll dive into the transformative world of Artificial Intelligence. Whether you're a beginner or an advanced developer, this workshop caters to all skill levels, providing hands-on experience with cutting-edge AI tools and techniques. Meet like-minded tech enthusiasts, gain valuable insights from industry experts, and work on real-world AI projects that make a difference. Don't miss this opportunity to expand your skills and network in the growing field of AI. Register now and be part of the AI revolution in Cairo! Agenda --- Speaker Nejmeddine BEN OUARRED - Google Developer Expert (Customer Success Manager) Nejmeddine BEN OUARRED is a Google Authorized Trainer and holds multiple active Google Cloud certifications. As a Cloud Architect, he specializes in Google Cloud, with a particular focus on GKE and Apigee, supporting companies across France and Europe in designing effective cloud migration strategies. A key part of Nejmeddine’s work involves leading Apigee implementations, helping organ… Hosted By Muhammed Nagy, Head of GDG Cairo Hi, I'm Mohamed, Head of GDG Cairo. Mona Abd Elaziz, Head of Design Zeinab Salem, WTM Cairo Leader Fady Ibrahim, GDG Organizer - Fady is a Google Developer Expert and Google Cloud Authorized Trainer with 12 Google Cloud certifications. - He is a Build with AI trainer and a mentor in the 2024 Solution Challenge of Google Developer Student Clubs (GDSC). He mentored teams from Germany and Singapore from the Top Global 100 Team. - Fady is the technical reviewer for the book Google Cloud Certified Professional Cloud Network Engineer Guide, published by Packt Publishing. - Fady has a one-hour video published on the official Google Cloud YouTube channel. Furthermore, he has a 10-video YouTube list about Google Cloud published by Cloud Institute, a Cloud Coaching Company based in Austin, Texas, USA. Ibrahim Fathelbab, Co-organizer Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support.Highly motivated and results-oriented Flutter developer with 4 years of experience in building and growing successful mobile applications. Proven ability to design, develop, and launch high-quality apps with a focus on user experience and performance. Skilled in managing all aspects of the app development lifecycle, from initial concept to post-launch support. El-hosary A, GDG Organizer Islam Hassan, Android developer Taghrida Mohamed, Co-organizer Mahmoud Sultan, Co-organizer CyberSecurity Engineer GDG Cairo Organizer Kholoud Ahmed, Co-organizer Computer Science Student Mohamed Mohamed, Co-organizer Eslam Kamal, Co-organizer Flutter Mobile App Developer | Coding Instructor | GDG Cairo Organizer | Head of Flutter at GDSC MTI (2023 - 2024) Ali Omar, Co-organizer Youssef Mamdouh, Co-organizer Mohamed Abo el Maaty Zaky, GDG Organizer 🧑🏻‍💻 Software Engineer 💙 Flutter Developer 🇪🇬 Flutter Egypt Organizer 🐦 Flutter Mena Organizer 📱 Mobile Enthusiast 💻 GDG 6 October Organizer 🌐 https://maaty.dev Yousef Bahnsawy, Ai Engineer AI Engineer, GDG on Campus Lead and GDG Cairo Organizer Nour Ashraf Hanafy, Business Developer Abdulrahman Samir, GDG Organizer RaniaM Hafez Photographer, Photographer Saadi Shamallakh, Full Stack developer Abdelrahman Salah, IOS Developer Ahmed Elnaggar, GDE Menna Ahmed, Cloud Engineer Cloud Engineer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cairo-presents-build-with-ai-cairo-edition/.

**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.

This meetup is a beginner-friendly session introducing version control for Unity projects, with a look at three common tools: Git, Perforce, and Unity Version Control. The goal is to help you understand what version control is, why it matters for Unity development, and what options are out there. The format will likely be presentation-style, with live demos and time for questions throughout. You'll see each tool in action and learn how they fit into a Unity workflow. What to Expect: * An introduction to version control and why it's essential for Unity projects * An overview of Git, Perforce, and Unity Version Control * Demos of each tool in a Unity workflow * Tips for getting started * No prior version control experience required * Resources for continued learning All experience levels are welcome. Whether you're new to version control or already using one of these tools, this session will help you understand what each one offers. Food and drinks provided. Join us to learn more about version control options for Unity.

Join us for **[Nathan Leiberman](https://www.linkedin.com/in/nathan-richard-lieberman/)**'s talk ... Had enough of writing the same flex classes for the hundredth time? Tired of diving into your coworker’s cobbled container class? Tailwind CSS is here to save your sanity. Tailwind gives you a well-organized, utility-first approach to styling. This CSS framework eliminates naming debates, halts stylesheet scavenger hunts, and satisfies your marketing team’s whims with clear, composable class names and a powerful configuration system. You’ll spend less time fighting CSS and more time building beautiful interfaces. In this talk, I’ll walk through an interactive demo of Tailwind CSS and cover the following topics: * Set up Tailwind CSS in your project * Understand Tailwind’s utility classes and how they work * Integrate breakpoints and dark mode like a pro * Customizing Tailwind to fit your style Ditch your spaghetti stylesheets and come see how Tailwind CSS can make your project lighter, cleaner, and a lot more fun to build. Your future self will thank you. ***Bring your laptop and expect to write some (non-AI generated) code!*** Food and drinks will be available. **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

**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

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

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 will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.