DataOps

𝗔𝗜 𝗶𝘀 𝗴𝗲𝗲𝗻 𝘀𝗵𝗼𝗿𝘁𝗰𝘂𝘁 𝗻𝗮𝗮𝗿 𝗸𝘄𝗮𝗹𝗶𝘁𝗲𝗶𝘁 – 𝗷𝗶𝗷 𝗯𝗲𝗻𝘁 𝗱𝗮𝘁 𝘄𝗲𝗹. AI-tools, agentic oplossingen en LLM’s lijken het vakgebied Software Testen opnieuw te definiëren. Sommigen beweren dat AI straks al het denkwerk overneemt. Dat we alleen nog prompts hoeven te schrijven en de rest vanzelf gebeurt... ❌ Spoiler: nee dus. Nieuwe technologie vervangt ons testers niet; het daagt ons uit om scherper te denken, slimmer te werken en onze rol opnieuw vorm te geven. AI is geen magie. Het is een krachtig hulpmiddel, mits jij de regie houdt. We duiken in de beperkingen van AI, zoals het gebrek aan context, creativiteit en betrouwbaarheid én hoe jij als tester die gaten opvult. We gaan hands-on aan de slag met onder andere de Playwright Agents en kijken kritisch naar de waarde van deze toepassingen. Want AI kan veel, maar geen verantwoordelijkheid nemen. Geen risico’s inschatten. Geen ethische afweging maken. Daarover gaat deze Plug-In workshop, gebaseerd op ons manifest: Testen & AI. Wat kun je verwachten? ➡️ Een kritische blik op AI in het testvak en specifiek testautomatisering ➡️ Praktische tools en technieken die nu al werken ➡️ Een hands-on oefening met LLM’s ➡️ En vooral: veel ruimte voor discussie, reflectie en inspiratie 👉 De toekomst van testen vraagt niet minder denkwerk, maar juist méér. En precies dáárom ben jij onmisbaar. Inclusief eten, netwerk en sparringspartners. De sessie is gratis (parkeren ook). ***LET OP: Dit is een hands-on sessie, dus neem je laptop mee en zorg ervoor dat je applicaties erop mag installeren!*** Plug-In!

Chtitedev est un collectif de minorité de genre de la tech (développeuses, devOps, data eng,…) qui se réunissent mensuellement sous forme de meetup en non-mixité choisie.
Vous êtes une femme cis, une personne trans et/ou non binaire ? Vous entretenez un intérêt pro ou perso pour la programmation ?
Nous vous proposons de nous réunir afin de nous entraider pour pouvoir avancer au mieux dans ce monde qui a du mal à nous réintégrer dans ses rangs ! Au programme :
 ⏰ 18h30: Arrivée, petit tour de table et papotage ⏰ 18h45: Présentation : A-t-on encore besoin d'Agilité en 2026 ? ⏰ 19h15/30: Apéritif et papotage Alors que l’IA redéfinit radicalement nos capacités de production, la place de nos méthodologies historiques arrive à une croisée des chemins décisive. Entre des rituels devenus parfois automatiques et une accélération technologique sans précédent, quel rôle reste-t-il vraiment au pilotage humain dans la création logicielle ? Ce meetup propose de confronter nos certitudes aux réalités de 2026 : nous explorerons si l'agilité doit être enterrée ou si, débarrassée de son folklore, elle détient la clé pour ne pas se noyer dans la production de software inutile.

Kom op 12 maart 2026 gezellig bijpraten onder het genot van een hapje en drankje bij Het Gegeven Paard in Utrecht. Wees welkom! We zullen ruimte reserveren voor hen die graag een hapje mee-eten. Daarom is het wel zo fijn als je kenbaar maakt dat je komt. NB: De kosten voor het eten en drinken zijn voor eigen rekening, met het eerste drankje op kosten van Fronteers. Het Gegeven Paard is vlakbij station Utrecht gelegen. Het café bevindt zich op de begane grond van TivoliVredenburg, is ook toegankelijk met een rolstoel en beschikt over een rolstoeltoegankelijk toilet. Heb je een beperking waarbij wij het voor jou op enige manier ook gemakkelijker kunnen maken om deel uit te maken van deze bijeenkomst, stuur dan gerust van te voren een bericht naar anneke@fronteers.nl . We hebben je er graag bij :)

Come discuss books and make new friends 🌈✨ How the meeting works: While we are waiting for everyone to arrive, we have tea and get comfortable. Once most of the group is seated (please aim to arrive on time to help with this!) we go around introducing ourselves. From there we have a loosely structured discussion that can go in whatever direction feels natural. Once we've talked about everything we want to related to the book we often hang out for a while later to chat about other things for anyone who wants to stay. After a break in February, March's book will be Boulder by Eva Baltasar. It was originally written in Catalan. It is available to read in English on its own, or in Dutch as one of the novellas included in De vrouw op de berg. Both editions are available at de bibliotheek, or to purchase online. Working as a cook on a merchant ship, a woman comes to know and love Samsa, a woman who gives her the nickname ‘Boulder’. When Samsa gets a job in Reykjavik and the couple decides to move there together, Samsa decides that she wants to have a child. She is already forty and can’t bear to let the opportunity pass her by. Boulder is less enthused, but doesn’t know how to say no – and so finds herself dragged along on a journey that feels as thankless as it is alien. With motherhood changing Samsa into a stranger, Boulder must decide where her priorities lie, and whether her yearning for freedom can truly trump her yearning for love. The meeting will take place at De Uithoek handarbeidlokaal, an 8 minute cycle / 20 minute walk away from Utrecht Centraal. Everyone is welcome who has read the book (or DNF, and is okay with spoilers) by the time of the meetup. The book club is hosted in English. Please update your RSVP if you find out you cannot attend. Hope to see you there! 🏳️‍🌈📚

¡Compartamos juntos con el grupo de personas más divertido de la ciudad!... ¡en español! No necesitas ser un hablante fluido o nativo.... ¡Solo atrévete a compartir! Te esperamos a las 20hrs.... ¡Entrada gratuita! ¡Nos vemos! ¡Hasta entonces! 😃 Let's share together with the funniest group of people in town!... in Spanish! You don't need to be a fluent or native speaker.... Just dare to share! We wait for you at 20hrs ....Free entry! Nos vemos! Tot dan! 😃 Facebook Group: https://www.facebook.com/groups/habladores/ Meetup Link: https://www.meetup.com/nl-NL/los-habladores/ Instagram page: https://www.instagram.com/los_habladores_utrecht/ Los Habladores!

**Ready to build a Java project — even if** you've never written a line of Java before? This special edition of our Java Bootcamp series brings together everything we've been building with you, and takes it one step further. Whether you're just starting out or already deep in your Java journey, this evening is packed with practical insight, live demos, and hands-on coding — all in one session. **What's happening on the night:** **🤖 Talk:** Building with AI Agents & MCP Discover how Model Context Protocol (MCP) and AI agents are changing the way developers build software. Learn how to leverage these tools to accelerate your own projects — even when you're still learning the language. **⚡ Live Demo: Zero to Java in 10 Minutes Watch a complete beginner build** a working Java project in under 10 minutes using vibe coding. No prior Java knowledge required — and yes, it's real. **📚 Bootcamp Update:** What We've Covered & Where We're Going A recap of what participants have been building in the Java Bootcamp, what's coming next, and how you can join the journey from beginner to production-grade Java developer. **💻 Mini Project:** Build Your Own Project Get hands-on! We'll set up a mini project so you can experience Java for yourself — in Java, guided by our mentors every step of the way. **Mentors will be on hand throughout the evening to guide you through the vibe coding process, answer questions, and help you get unstuck.** **To join the full Java Bootcamp, register here: [Java Bootcamp Form](https://forms.gle/kw7fgyvwzwxsZPFX7)** The bootcamp is self-paced, built on[ JetBrains Academy](https://academy.jetbrains.com/), and structured across Beginner and Advanced phases. Complete it and earn a certificate recognising your achievement. **Schedule — March 12th, 6:30 PM – 9:00 PM (London Time)** **•** Welcome & Networking (6:30 PM - 7:00 PM) • Talk: Building with AI Agents & MCP (7:00 PM - 7:15 PM) • Live Demo: Zero to Java in 10 Minutes (7:15 PM - 7:25 PM) • Bootcamp Update (7:25 PM - 7:40 PM) • Mini Project: Build Your Own (7:40 PM - 8:40 PM) • Closing & Networking (8:40 PM - 9:00 PM) *** **Host:** **🎙️ Speaker Adriana Zencke Zimmermann \| Senior Software Engineer \| [LinkedIn](https://www.linkedin.com/in/dricazenck/) \| [GitHub](https://github.com/dricazenck)** Founder & Director of Women Coding Community and Senior Software Engineer at Centric Software, with 15+ years specialising in backend systems, engineering leadership, and inclusion in tech. **🎙️ Speaker Sonali Goel \| Senior Software Engineer\, Tesco Tech \| [Website](https://sonaligoel.carrd.co/) \| [LinkedIn](https://www.linkedin.com/in/sonali-goel-tech/)** Women in Tech Award 2025 Winner, with 15+ years in large-scale e-commerce, cloud-native Java, and Agentic AI. A core leader at WCC passionate about mentorship and open source. **🎙️ Speaker Dr\. Ying Liu \| Senior Data Scientist\, Magic AI \| [Website](http://www.yingliu.site/) \| [Linkedin](https://www.linkedin.com/in/yingliu-data/)** Senior Data Scientist at Magic AI with a Ph.D. in Physics. Ying builds human pose estimation models from RGB and sensor data, specializing in real-time 3D pose estimation and end-to-end ML architectures. Outside work, she builds AI agents and tinkers with robotics. **👩🏽‍💻 About Women Coding Community** Our mission is to empower women in tech through education, mentorship, community, and career support. We run workshops and events, connect members with industry mentors, and champion more inclusive practices across the industry. **[Website](http://womencodingcommunity.com/) \| [LinkedIn](https://www.linkedin.com/company/103490940) \| [Slack](https://bit.ly/women_coding_community)** **👩🏽‍💻 Code of Conduct** All attendees are expected to follow our Code of Conduct: **[womencodingcommunity.com/code-of-conduct](https://womencodingcommunity.com/code-of-conduct)**

Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at Factor-ij Amsterdam on Thursday mornings. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. SCHEDULE: 11: 15 AM - Quick introductions 11: 30 AM - Timer starts: write for 1 hour 12: 30 PM - The End: chat, take off, or keep writing OPTIONAL SOCIALIZING happens at 12:30 pm after the writing is wrapped. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. (I’ll be the person with the Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer. Happy writing and I look forward to seeing you at Factor-ij! What Should I Bring? Whatever you need to be able to write! Bring earbuds/earplugs if you want to block the cafe’s overhead music or the occasional conversation by other patrons. Please come with your devices pre-charged, since we probably won't be always sitting somewhere with charging possibilities. Other Important Details: Travel by public transportation: 1. Take Tram 26 from the central station Amsterdam, and step out by the last stop. 2. Take bus 66 from the Amsterdam Bijlmer station, step out by Pieter Oosterhuisstraat, and further walk in the direction of the bus till the corner. FREE Wifi. Compulsory consumption is not required, but please do order a drink to honor our generous host.

de workshop gaat over graphic engine in c : de focus is visualisatie: met een schuin oogje naar data analyse en ook esthetische visualisatie, art dus ik geef demo van mijn eigen resultaat en zoek/realisatie tocht

**Meer snelheid, betere output én verantwoord gebruik van AI in je dagelijkse werk.** Je hebt de **AI Essentials** onder de knie. Je experimenteert met prompts, ziet de potentie en gebruikt AI inmiddels regelmatig. Maar je voelt ook: dit kan scherper, sneller en bewuster. In deze **AI Next Level-workshop** zetten we de volgende stap. Geen herhaling van de basis, maar verdieping. Meer grip op prompting én meer inzicht in wat verantwoord AI-gebruik in de praktijk écht betekent. **Wat houdt deze workshop in?** Deze interactieve dag bestaat uit twee nauw verbonden onderdelen: **1\. Prompting like a Pro** Je gebruikt al een basisstructuur voor prompts — nu is het tijd om door te schakelen. In dit deel leer je: * Geavanceerdere promptstructuren die sneller tot betere output leiden * Hoe je minder hoeft te “stoeien” en gerichter kunt werken * Hoe je AI effectief inzet als denkpartner bij complexere vraagstukken * Hoe je context, rol en doel zó meegeeft dat je output direct bruikbaar wordt Het resultaat: **meer snelheid, meer kwaliteit en meer vertrouwen in wat je terugkrijgt.** **2\. Using AI Responsibly** Minstens zo belangrijk — en vaak onderschat. AI is krachtig, maar niet neutraal en niet zonder risico’s. Hoe ga je daar professioneel mee om? Je leert onder andere: * Welke informatie je wel en juist niet in prompts moet verwerken * Hoe om te gaan met privacy, vertrouwelijkheid en bedrijfsinformatie * Hoe AI-modellen zijn getraind en wat dat betekent voor de antwoorden * Hoe je bias, aannames en “mooie maar onjuiste” output herkent Dit deel helpt je om **bewuster, veiliger en professioneler** met AI te werken — voor jezelf én je organisatie. **Hoe werken we?** Net als bij de Essentials-workshop geloven we niet in zenden, maar in **samen ontdekken**. * Praktisch en interactief: werken met je eigen cases * Creatief en laagdrempelig: leren door te doen * Leren van elkaar: verschillende rollen, contexten en perspectieven * Geen technische training, geen tool-overzicht * Wel: denken, beoordelen, toepassen en verbeteren De ervaring leert **dat de groep een groot deel van de waarde bepaalt** — en dat hoor je terug in de feedback. **Wat neem je mee na afloop?** Na deze workshop: * Werk je sneller en gerichter met AI * Weet je welke prompts écht werken voor jouw werk * Kun je AI-output beter beoordelen en bevragen * Ga je bewuster om met data, privacy en betrouwbaarheid * Weet je concreet wat je maandag anders doet En: **Drie weken later organiseren we een vrijblijvende terugkom-call,** waarin deelnemers ervaringen delen en leren van elkaars praktijk. **Voor wie is deze workshop bedoeld?** Deze workshop is bedoeld voor: * Professionals en managers zonder technische achtergrond * Deelnemers van de AI Essentials-workshop (of vergelijkbare basiskennis) * Mensen die AI al gebruiken, maar daar meer rendement en zekerheid uit willen halen * Iedereen die AI professioneel, bewust en verantwoord wil inzetten **Pilot & praktische informatie** Deze workshop is opgezet als **Next Level-pilot**. Dat betekent: kleinschalig, persoonlijk en met ruimte voor feedback om de training verder te verfijnen. 📅 Datum: vrijdag 13 maart ⏰ Tijd: 09:30 – 14:30 (Inloop 9:00) ⏱ Duur: 5 uur (incl. lunch) 📍 Locatie: Computerweg 37, Amersfoort 💶 Prijs: €99,- ex btw 👥 Groepsgrootte: 8-12 deelnemers 📍 Vorm: interactief, fysiek ☕🍴 Voorzieningen: koffie, thee en lunch inbegrepen 👥 Begeleiding: Edgar Stormbroek & Ziryan Salayi **Aanmelden op:** https://www.eventbrite.nl/e/tickets-ai-next-level-prompting-as-a-pro-and-using-ai-responsibly-1982428964398?aff=oddtdtcreator

**Sunday, March 15th – 13:00** **Meeting point:** Bus stop *Donderberg*, Leersum For the third edition of **Real Estate**, our series dedicated to exploring some of the most fascinating villas, estates and historic residences in the Netherlands, we head to the green heart of the Utrechtse Heuvelrug to discover **Kasteel Broekhuizen**. Hidden among forests and rolling landscapes near Leersum, Broekhuizen is a country estate with **medieval roots and a turbulent history**. Over the centuries, it has known periods of prosperity, destruction and reconstruction — and today it stands as a quiet witness to how history, landscape and architecture continuously reshape each other. During our walk, we’ll explore the **estate and its surrounding park**, uncovering stories about: * the rise and fall of the estate * its phases of destruction and rebuilding * hidden corners and forgotten traces in the landscape * and the role of the **Van Nellesteyn family** in shaping its history This is not just a visit to a beautiful country house, but a journey through **layers of time**, where nature and history are deeply intertwined. ### Practical information * **Walk length:** approx. 3.4 km * The route goes through parkland and forest paths, so comfortable shoes are recommended. ### After the walk We’ll finish at **Bistro LOF**, the café/restaurant located within the castle estate itself, where we can enjoy a drink together — and for those who wish, also stay for something to eat — in a setting that perfectly complements the atmosphere of the place. A hidden estate. A story of loss and renewal. A walk through history in the landscape.

🌸 **Free online gathering** **Next circle: March 15** After this, we will continue meeting on the **first Sunday of each month**. A space to begin the month by returning to yourself. This women’s circle is an invitation to give yourself one hour to pause, slow down, and reconnect with your body, your inner voice, and other women. A simple and caring commitment: beginning the month with meditation and journaling in community. You can think of it as a small personal ritual, creating the habit of listening to yourself, writing, and setting intentions for the month ahead. We meet online on Sunday afternoons to gently transition into a new week and a new month, creating a moment of presence, reflection, and intention. During this 1-hour session we will explore: ✨ a guided meditation to arrive in the body ✨ a journaling practice to connect with what is alive in you ✨ a space for sharing, where you are welcome to speak or simply listen No previous experience is needed. You are welcome just as you are. Please have a notebook and a pen nearby, and join from a quiet space where you won’t be interrupted during the session. You are welcome to join once, or come back each month. The choice is yours. The first circles are offered for free in order to create community and open this space to more women. Participants who register for the event will receive the **Google Meet link** before the circle begins. It will be lovely to welcome you into this space 🌿

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**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!!!!

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

**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!**

***Bethesda, MD (register to receive full details including address)*** * Doors open at 11:00 AM EST * Event starts at 12pm EST (til 5PM) * **You must [register and purchase tickets](https://www.fromdmtodate.com) *[Virtual options must also register.](https://www.fromdmtodate.com)*** **Are you ready to stop swiping and start connecting?** ***This Brunch is a fun, interactive & educational event.*** If you’ve been out of the game for a while, the digital world can feel cold. But your journey to love doesn’t have to be. Are you tired of feeling like your heart is on a shelf while everyone else finds their person? It’s time to move from feeling 'invisible' to feeling seen, chosen, and celebrated. Are your friends having success dating online and you don't know where to get started? Imagine waking up to messages that actually excite you, from men or women who truly "get" you. **[Join us for a live, interactive boot camp designed to help singles like YOU navigate the world of digital romance.](https://www.fromdmtodate.com) (tickets MUST BE PURCHASED in advance).** **This is a [hands-on event](https://www.veemindful.com/bootcamp) during which you will:** Learn Practical exercises to help you master online dating, such as crafting a compelling profile, and writing engaging messages. Receive Strategies to overcome common mental barriers and build genuine confidence in your online dating life. Understand Insights into creating a positive mindset and setting achievable dating goals. **Embrace a supportive community of like-minded Men and Women.** **No judgment. Just support.** If you're tired of struggling or defeated with the online dating scene, don't think twice. **[This event is for you if:](https://www.fromdmtodate.com)** * If you are tired of the Dating Games and Algorithms.. * If you have not a clue as to why you're still single after years... * If you are tired of Swiping Left & Right with no matches... * Or if you are constantly getting ghosted, unmatched, or left on read... We know that there's someone for everyone... **Who is this event NOT for?** * People who blame the opposite sex for all their dating problems. * People who believe that everyone else is the problem. * People who have given up on love. * People who are looking for bootycalls & sugar daddies. **We’re going to help you clear the path so you can stop matching with 'anyone' and start connecting with 'The One.** **[*VIP Access](https://www.fromdmtodate.com)** * Front row seating so that you don't miss a thing * A private one-on-one coaching session with Vee Mindful to uncover your personal dating blocks. **[General admission access](https://www.fromdmtodate.com)** **[Streaming online](https://www.fromdmtodate.com)** **Stop waiting for "luck" to find you.** Sign up now and get ready to start attracting meaningful connections. *\*Spaces are limited, so reserve your spot today and take the first step towards a dating life that actually feels good.* **[REGISTRATION LINK: this event is a paid event.](https://www.fromdmtodate.com)**

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

**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.

Leads come in, but they don’t move. Prospects engage, but they don’t convert. Customers join, but they don’t stay. And most teams are guessing where the breakdown actually is. At this DC Marketing Tech Talks event, Geoff Livingston will walk you through a practical, end-to-end AI workflow designed to help you identify and fix the gaps in your customer journey. This session is about using AI to analyze how buyers are actually moving through your funnel, uncover where engagement drops off, and turn that insight into measurable improvements. You’ll learn how to: * Map your real customer journey * Identify friction points across your lead funnel * Use AI to analyze messy marketing data in a structured way. Geoff will show you how to turn disconnected touchpoints into a clear picture of behavior, how to surface usable insights, and how to feed those insights back into your campaigns to improve performance. This session will give you a detailed playbook. You will see the specific tools, the specific processes, and the step-by-step structure to implement this workflow inside your own organization. From auditing your journey to identifying measurable gaps, to prioritizing the highest-impact fixes, to building a repeatable optimization loop, you will walk away knowing exactly how to execute this approach from start to finish.