Google Apps

BREAK THE PATTERN 🌟 Join the global movement as we celebrate International Women's Day! This year's theme is Break The Pattern 🚀 Let's shatter stereotypes and challenge biases. Let's uplift, empower, and celebrate women everywhere! Woman! feel EXTRA special and join us worldwide 🌍 Be part of the change. #BreakThePattern #IWD2026 #InternationalWomensDay #WomenEmpowerment"

🌸🔥 BUILDHERS WOMEN’S MONTH SERIES IS HERE 🔥🌸 Dearest Gentle Reader...✍️ It has come to our attention that March is upon us.... And with it arrives a most extraordinary opportunity to celebrate the women we are becoming 😌. To mark women's month, BuildHers Bamenda is launching a *Women's Month Series🔥*, a full month journey designed to help us move from learning about the cloud to actually building in the cloud 💜✨. But make no mistake, this is not just a series it's about: ✨ Getting our hands dirty. ✨ Building Real Confidence. ✨ Stepping out of our comfort zones. ✨ And Celebrating the diamonds we are becoming. If you're someone who's always watching from the side line, shy or maybe a beginner - this is your sign 😏. Now tell us, ladies.... Are you ready to show up, learn, build, be the diamond of this season? React with 🔥 and let the season of building begin. Yours in cloud and confidence, BuildHers Bamenda 💜✨ #BuildHersBamenda #WomensMonth2026 #WomenInCloud #SheBuilds #FromCuriousToConfident #WomenWhoRise

**Schedule** 5:00 pm - 5:30 pm - Sign-in/Meet and greet/networking 5:30 pm - 7:00 pm - Break the Cloud Lock-in: Building Adaptive Intelligence Orchestration with DIO 7:00 pm - 7:45 pm - Leaning on the SQL: Crafting Resilient Data Layers **Talk and Speaker Details** **Time**: 5:30 pm est. **Title**: Break the Cloud Lock-in: Building Adaptive Intelligence Orchestration with DIO **Summary**: AIaas are often stuck in a binary choice: pay the "token tax" for convenient Cloud APIs or manage the complexity of local open-source models (Llama/Mistral) yourself. The future belongs to a hybrid architecture—but the routing logic shouldn't be spaghetti code. In this session, we introduce DIO (Distributed Intelligence Orchestration), a new open-source framework designed to bridge on-premise infrastructure and cloud capabilities. We will move beyond theory and look at the code behind the Federated Decision Engine (FDE)—the algorithm that allows you to dynamically route prompts based on privacy, cost, complexity, and more. **Session Takeaways:** \- The DIO Architecture: A technical deep dive into the open\-source framework that decouples your application from specific model providers\. \- Live Integration: How to implement the DIO SDK to build a "Smart Router" that connects the best of both world for Cloud & On Prem Intelligence\. **Speaker**: Snow Zhao **Speaker Bio**: Founder & CEO of AIgentic \| Ex\-Meta engineering leader\. Building the future of professional services with precision & trust\. Snow has decades of Silicon Valley experience building and scaling technology organizations at Facebook, Block (Cash App), and Groupon. She is currently building at AIgentic, an applied AI company designing robust, trustworthy AI systems for professional industries. She leads global teams that delivered secure, high-performance systems used by billions, from product infrastructure behind Messenger’s rewrite and end-to-end encryption, to architecting enterprise AI platforms that bridge traditional sectors with digital transformation. Her work has spanned mobile, security, open-source, federated architecture, AI-powered automation, cross-platform software ecosystems, and more — always guided by the principle that engineering excellence is a human discipline as much as a technical one. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Time**: 7:00 pm est. **Title**: Leaning on the SQL: Crafting Resilient Data Layers **Summary**: Most apps need to persist data. The mechanisms for persisting vary, from key-value pairs to relational databases to files and more. SQLite is the de-facto standard for persistence in mobile apps: it ships with every Android and iOS app. This session looks into best practices for SQLite data persistence, drawing from practical, digestible, real world examples. We look into when one should lean on the SQL versus when to perform data manipulation in application code. We look at some examples of constraints that you might have written in Kotlin/Swift, and how expressing them in SQL instead can offer data consistency and integrity benefits. A major focus of the session is on migrations. Data schemas inevitably evolve, and executing migrations carefully is essential, as mistakes can have severe consequences, including data corruption. We look into best practices for migration, including when to do migration in application code versus in SQL. We also examine some real world migration examples beyond the simple case of adding a column with a default value. Finally we look at migrations that cross data sources. This could occur if for example you were persisting data in a key-value store but you now want to migrate that to a database table. This must be done in application code but can you still take advantage of database migrations? Can you cover your migration code with unit tests? **Speaker**: Kiran Raon **Speaker Bio**: Two decades as a developer, got into Android in 2010. Adopted Kotlin in 2017, had my first attempt at KMP in 2019 (when it was still called KMM). Worked on and off with iOS and web client technologies throughout my career, also dabbled in other cross platform technologies. Full-fledged Mobile developer since 2023. **How to find us:** 1680 Capital One Drive, McLean, VA 22102 We'll be located in C2 **100 D/E**. The area is publicly accessible. If you can't find it, you can ask the front desk for directions to the **C2 100 D/E** **Attending Virtually?** [https://us06web.zoom.us/j/84418455380?pwd=fJczZgKv2BaGVPLi7azEr3XAJMPvBR.1](https://www.google.com/url?q=https://us06web.zoom.us/j/84418455380?pwd%3DfJczZgKv2BaGVPLi7azEr3XAJMPvBR.1&sa=D&source=calendar&usd=2&usg=AOvVaw2giIJenXoEsPXfYgNs_atJ) Meeting ID: 844 1845 5380 Passcode: 369382 **Parking**: You can park at 1680 Capital One Drive; this garage has a sign indicating public parking. Or at the WEGMANS parking lot.

**Agenda:** * 6-6:30 pm: Networking and food/drinks * 6:30-7:15 pm: Announcements and presentation * 7:15 pm-7:30 pm: Q&A and close-out **Hacking the Stack: Using OpenSearch Dashboards as an Application Framework** Most developers treat OpenSearch Dashboards (OSD) strictly as a visualization layer—a place for charts and graphs. They are missing the bigger picture. OSD is a powerful, untapped environment for full-stack application development. In this session, we peel back the architecture of **an enterprise-grade risk, compliance, and security platform built entirely *on top of* OSD**. We moved beyond simple plugins and pushed OSD to its limits to create a seamless, interactive application experience. Join us for a deep dive into the engineering reality of the OpenSearch stack, including: * **The Analysis:** Why the OpenSearch stack beat out the competition. * **The Build,** **Beyond Visualization:** How to implement custom React components to build complex workflows and interactive UIs within OSD. * **The Integrations:** Integrating Wazuh for agent management and ingesting data at scale. * **The “Gotchas”:** Honest, real-world lessons on data handling, state management, and what to look out for. **If you are ready to push your plugins from “reporting tools” to “robust software,” do not miss this session!**

Start at the old train depot. After the run, we'll meet at Mile 20 for a drink! Run starts at 6:45 pm we will head toward Sterling tonight. Run at your own pace out and back. 2 mile runners turn around at Crestview Drive. 3 mile runners turn around at Tamarack Court. 3.5 & 4 - No cross streets in this stretch. You're on your own. :-) 5 mile runners - turn around at Sterling Blvd.

**Agenda :** * 4.45 to 5.00 PM ET: Food and Networking * 5.00 to 5.50 PM ET: "Data Science & Machine Learning with Microsoft Fabric" Hello Everyone! Please join us for our March 12th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided. You will need a government-issued ID to enter the facility.** **Title:** Data Science & Machine Learning with Microsoft Fabric **Description:** Explore Microsoft Fabric’s integrated Data Science experience across ideation, preprocessing, modeling, & deployment. Learn how to ingest and prepare data via OneLake and Lakehouse, leverage Notebooks, Data Wrangler, Spark, SynapseML, MLflow for experimentation, & operationalize predictions with batch scoring and Power BI direct integration. Also, learn to build generative AI Q&A systems using Fabric Data Agents. **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

Can’t make it out in person? Join your **DTs friends** for our Weekly Virtual Happy Hour — a relaxed, welcoming space to unwind, chat, and connect from wherever you are. Whether you’re catching up with familiar faces or meeting new people for the first time, Virtual Happy Hour is all about easy conversation, shared laughs, and low-pressure connection. Bring your favorite drink, get comfortable, and drop in when you can. ✨ **No RSVP needed. Just click the link and join.** Come relax, connect, and **find your tribe** with DTs — from anywhere. 💙💻 Join in via Google Meet: [https://meet.google.com/jvc-ajhk-vci](https://meet.google.com/jvc-ajhk-vci)

RSVP here: **[https://reg.experiences.redhat.com/flow/redhat/3558153/redhatfieldeventspreregnoappform/page/landingregistrationpage?sc_cid=](https://reg.experiences.redhat.com/flow/redhat/3558153/redhatfieldeventspreregnoappform/page/landingregistrationpage?sc_cid=)[RHCTN1260000475092](https://reg.experiences.redhat.com/flow/redhat/3558153/redhatfieldeventspreregnoappform/page/landingregistrationpage?sc_cid=RHCTN1260000475092)** Is configuration drift silently killing your stability? Join us for the next Red Hat User Group (RHUG) event in Washington D.C. and discover the future of IT infrastructure management with Red Hat Enterprise Linux (RHEL) 10 Image Mode. This isn't just another operating system update—it's a new paradigm. You’ll learn how to treat your entire OS as a versioned, container-native artifact, bringing the speed and control of DevOps to your foundational layer. **Event Highlights:** * Deep Dive: Deploying and maintaining a truly immutable, compliant operating system. * Expert Insight: How to use familiar container-native tools to build bootable RHEL images. * Networking: Connect with peers, Linux administrators, security engineers, and infrastructure architects. Don't miss this opportunity to transform your IT services. Date: Wednesday, March 26, 2026 Time: 12:00 PM – 3:00 PM EST Location: Red Hat Tysons Corner, McLean, VA Secure your spot today and get ready to eliminate operational "noise" for good. We look forward to seeing you there! Your RHUG Team

## **1 Million Cups Loudoun – March 11th Business Presentation** **Featuring Q Studio** **Wednesday \| 9:00 AM – 10:00 AM** **Venture X Loudoun** Join us for an engaging and forward-thinking presentation as we welcome **Q Studio** to the 1 Million Cups Loudoun stage. *** ## **About the Business** Q Studio operates on the belief that **peak mental performance** is a state of optimal functioning — where individuals intentionally control their thoughts, understand their emotions, and respond with clarity and wisdom to opportunities and challenges. Through science-backed **Mind Skills**, Q Studio helps individuals strengthen focus, resilience, emotional regulation, and performance. Their digital platform, the **MyQStudio app**, provides unlimited access to micro-learning courses, personalized assessments, practical techniques, habit-building tools, progress tracking, and a supportive member community — all designed to build sustainable mental excellence. Beyond individual development, Q Studio partners with organizations to help teams integrate Mind Skills into everyday work. With customizable tools, reporting, and expert guidance, companies gain insight into how developing Mind Skills as a core competency drives engagement and performance at every level. *** ## **Target Markets** Q Studio serves: * Organizations seeking workforce upskilling * HR and talent development leaders * Corporate teams focused on engagement and performance * Businesses looking to strengthen leadership and team resilience *** ## **Current Business Focus & Barrier** As Q Studio continues to expand, they are seeking feedback around: * Hiring strategic personnel * Expanding market reach * Scaling sustainably * Strengthening positioning in B2B markets Insight from leaders who have scaled teams, grown SaaS or app-based platforms, or expanded into new markets would be especially valuable. *** ## **Why Attend?** * Learn how mental performance directly impacts workforce success * Offer insight to a growing, innovation-driven company * Connect with business leaders focused on growth and development * Be part of a collaborative, solutions-oriented conversation **About 1 Million Cups** 1 Million Cups is a national program that brings entrepreneurs and communities together to learn, connect, and grow through presentations and discussion. Loudoun’s chapter meets on the 2nd and 4th Wednesdays each month. Join us for coffee, connection, and a powerful conversation about unlocking peak performance in individuals and organizations. We look forward to seeing you there.