Cloud Architecture

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-03-12](https://konfhub.com/ksug-au-2026-03-12) **<=** **Latest promotions** discovered by our community! * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! * **20%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI20** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) We're excited to welcome you to the upcoming Hands-on workshop — happening in-person at at Amazon ! 🎉 We're actively seeking more awesome AI topic speakers! 👉 [https://speaker.ksug.ai](https://speaker.ksug.ai) **About the event** Learn how to deploy and scale AI applications using Amazon EKS (Elastic Kubernetes Service). This hands-on workshop demonstrates how to build a complete generative AI platform with automated cluster management, hybrid infrastructure, and enterprise-grade observability. **What You'll Learn:** * Leverage EKS Auto Mode for automated Kubernetes cluster management * Architect hybrid node pools for optimal performance and cost efficiency * Implement end-to-end observability and LLM serving with vLLM **Hands-on Lab Experience:** Learn directly from AWS experts who have helped organizations successfully deploy and manage large-scale GenAI infrastructure. Through hands-on labs and real-world examples, you'll learn to master: * EKS cluster setup optimized for NVIDIA GPU workloads * Efficient model serving and scaling using vLLM * Distributed inference architecture implementation with Ray * Comprehensive monitoring and observability using Prometheus and Grafana * Best practices for production GenAI deployments on Kubernetes. **Who Should Attend:** Whether you're looking to deploy your first language model or scale existing GenAI workloads, this workshop will provide you with best practices and hands-on experience using industry-leading tools and frameworks. **Requirements:** * Bring your laptop and power adapter * AWS account access will be provided * Basic familiarity with cloud infrastructure concepts * Basic Kubernetes concepts Through guided exercises, you'll gain practical experience deploying and managing enterprise AI applications on AWS infrastructure. **Full Agenda** **Introduction - AI Platform on Kubernetes** 09:30 - 09:45 GMT+11 Nikola Cuca & Hantzley Tauckoor Explore the fundamentals of running AI/ML workloads on Kubernetes and understand why container orchestration is crucial for GenAI deployments. Learn key concepts and benefits of running AI platforms on Amazon EKS. **Hosting inference workloads on Amazon EKS** 09:45 - 10:30 GMT+11 Frank Fan Deep dive into designing scalable AI architectures that combine cloud and on-premises resources using Amazon EKS, focusing on inferencing. **Hands-on: Explore environment, vLLM model loading, scaling vLLM** 10:30 - 12:00 GMT+11 Frank, Don & Parikshit Hand-on labs on inferencing on EKS using vLLM **Lunch Break** 12:00 - 13:00 GMT+11 **Voice of customers & panel discussion** 13:00 - 14:00 GMT+11 Panel Hear from existing customers who implemented similar architectures in their production environment. **Introduction to monitoring and observability** 14:00 - 14:15 GMT+11 Melchi & Parikshit Explore observsability stack for AI on EKS **Hands-on: Observing LLM Inference workloads** 14:15 - 15:45 GMT+11 Don, Frank & Melchi Hand-on labs on observsability stack for AI on EKS **Quiz & Wrap-up** 15:45 - 16:00 GMT+11 Nikola & Hantzley Interactive knowledge check covering key concepts learned throughout the workshop. Review of best practices, Q&A session, and discussion of next steps for implementing GenAI workloads on EKS. **[Register here](https://konfhub.com/ksug-au-2026-03-12) to secure your spot!** See you all there! **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) 👉 Join our [Discord](https://discord.com/invite/Rp9WzYyKua) and [WhatsApp](https://chat.whatsapp.com/D9a9IDiCS7U4cqQ0Sh60cz?mode=gi_t) for latest update! 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 37% OFF **[KodeKloud](https://ksug.ai/kk/?ref=meet)** Plans - Code: **K8SUGKK** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

2026 is here and we are excited to announce Nosh Darbari, Human Centred Service Designer giving our first talk on "Hidden drivers behind good Design work." This talk will explore how Cognitive Load is a precursor to mental health and well-being. Nosh leads with his heart. Innovates with Purpose and Consciousness. He's an internationally experienced product and service designer working at the intersection of technology and human centred experience. Most recently he has worked within the vast and often tangled landscape of a federal government organisation. He thrives in complexity, despite the frustrations. Every challenge is a chance to design better systems or services with more human experiences. Beyond the 9-to-5, Nosh is a seeker of stillness. He chases sunrises and sunsets, not just for their beauty, but for the quiet lessons they offer — presence, perspective, and peace. Nosh also helps people recognise the early signals of stress before burnout takes hold. He helps them to rediscover their point of stability and offers simple, practical tools to navigate the noise of modern life with clarity and care. Event will start at 5:30pm with Pizza, Drinks and networking with the talk starting at 6pm. We are in the Jenny Florence Room on Level 3 at The Ross House Association. **Please enter code #219851 and come up to level 3 where you will need to enter the code again to gain access.** This event is sponsored by [askable](https://www.askable.com/) ([https://www.askable.com/](https://www.askable.com/)) and Experience Design "UX" Agency [blueegg](http://www.blueegg.com.au/) ([http://www.blueegg.com.au/](http://www.blueegg.com.au/))

Let's have fun while watching the night view with our friends! 🏃‍♂️Training menu🏃‍♂️ Every Wednesday 6:00p.m~ Fed Square Assembly 【https://maps.app.goo.gl/zmPQ6U533pUDcNSA9?g_st=ic】 If you have luggage, please consider using the lockers at the station. 💥40~60 min Jog+Walk Pace: Easy pace, suitable for beginners. If you got tired, let's walk together. 【schedule】 6:00 p.m Gathering 6:10 p.m Start 7:00 p.m End of training Challengers we are waiting for you 😊

RSVP on https://www.meetup.com/gdg-melbourne/events/313154207/ We at GDG Melbourne and Women Techmakers Melbourne are holding a night of talks, food and networking for International Women's Day! All genders and all levels of technical expertise welcome! Codeword: IWD Our friends at Block are hosting us at their office, make sure you check the address - it is different to our usual venue! We have two great sessions lined up: Thao Tran: When Tech Turns Personal: A Human Story of Digital Safety, Resilience and Recovery" Thao is the founder of Ditox, a digital health and wellness company that helps organizations, families and individuals to reduce digital behavioral and mental health issues and improve social connection in a hyper-connected digital world. Leadership & Career discussion panel Hosted by Katie Barnett (Engineering Manager at Bilue, GDE Android, WTM Ambassador) Agenda *** Hosted By Katie Barnett, GDE Android / GDG Organiser Katie is passionate about all things Android. She has taken on a wide variety of challenging projects including in the live event, media and travel space. Her favourite thing is to see someone having a delightful experience using something she has worked on. Katie is very active in the development community, she is a Google Developer Expert for Android, one of the organisers of GDG Melbourne and is a Women Techmakers Ambassador. She frequently runs events, speaks on technical and non-technical topics and enjoys writing blog posts to share her experience with others. Katie is based in Melbourne, Australia but loves to travel the world and outside of tech she enjoys boardgaming and attempting to finish many craft projects. Suesi Tran, Senior Flutter Developer Google Developer Expert in Dart, Flutter & Firebase, Women Techmaker Melbourne ambassador, GDG Melbourne & Flutter Melbourne co-organiser. In short: Flutter is love, and mobile is life. Poornima Sivakumar, GDG Organiser Lovee Jain, GDG Organiser Lovee is a Software Engineer at Prezzee, a GDG Melbourne Organiser and also a Women Techmakers Ambassador. A tech inquisitive philomath, she loves problem solving and solution design. She has worked at a city council where she developed a lot of useful system integrations and while at Prezzee she develops and works on multiple gift card solutions to cater the B2B2C market. Zach Jensz, GDG Organiser Passionate about the web, seamless UX and accessibility. I love attending meetups, find me and come say hi! Ujjawal Raj, GDG Organiser Bramley Turner-Jones, GDG Organiser Yuba Raj (UV) Panta, GDG Cloud Organiser Kartik Arora, Android Engineer Google Developer Expert in Android Android Engineer @ Bilue Carolyn Ai Chi Wong, *** Partner Block (https://block.xyz) *** Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-international-womens-day/.

Players of all skill levels are welcome to join us at Marché Board Games Cafe in the CBD for a casual night of mahjong - Right in the CBD. We'll start around 6:00pm till we all need to go home :) Our typical session concludes usually around 10:00pm. Please change your RSVP to not going if you're no longer able to attend, 24 hours prior the event. For those that have a record of non attendance without communicating, you will be moved to the waiting list for future events and be contacted directly to confirm that you indeed intend to turn up, at which you will be allotted a spot subject to availability. For more details on the rules of the game, please refer to: http://mahjongtime.com/hong-kong-mahjong-rules.html Marche has been kind enough to offer us a deal to play in their cafe. **⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆ Cost ⋆⋆⋆⋆⋆⋆⋆⋆⋆⋆** Attendees who have registered for the event on Meetup can play at discounted rates, with the following payments to be made: * **$6 in total per session” to cover cafe costs. Payment of $6 should be made to Marche at the front counter upon notification to the staff member that you are here for the scheduled meetup. There is now no minimum spend on items at the cafe as there were before. The cafes menu can be found here https://mbgcafe.com.au/menu.pdf .

⚠️ **Important: This is an ONLINE webinar.** To attend, you **must register using the Zoom link below**. 👉 **Register here to receive the webinar access link:** [https://us06web.zoom.us/webinar/register/WN_skhcBgLATRGj4GbKehajyg](https://us06web.zoom.us/webinar/register/WN_skhcBgLATRGj4GbKehajyg) *** ## **Event Overview** Many businesses are currently exploring AI. But most are **starting in the wrong place**. The instinct is usually to automate the most visible frustration. However, when we map a business properly, the **highest ROI AI opportunity is often somewhere else entirely**. In this live **AI Audit Masterclass**, we will show you how to systematically identify where AI can create the greatest business value. This session is designed specifically for **SME owners, founders, and operations leaders** who want to approach AI strategically rather than experimenting with random tools. *** ## **What You’ll Learn** In this practical 45-minute session we will cover: • How to map the **30–50 core processes inside your business** • How to identify genuine **operational bottlenecks** • How to rank AI opportunities by **ease of implementation and ROI** • Why **discovery quality determines implementation success** • A **live walkthrough of an SME AI audit example** This is **not a “cool AI demo” session**. Instead, we focus on a **business-first framework** that helps organisations think clearly before investing time and money into automation. *** ## **Who This Is For** This webinar is ideal for: • SME owners exploring AI adoption • Founders building more efficient operations • Operations and strategy leaders • Businesses wanting **clear ROI from AI investments** No technical background is required. *** ## **Event Details** 📅 **Date:** Wednesday, 11 March 2026 ⏰ **Time:** 12:00 PM – 12:45 PM (AEDT) 📍 **Location:** Online Webinar (Zoom) *** ## **Hosts** **Andrew Lai** Managing Director, SMEC AI Australia’s federally mandated AI adoption centre supporting SMEs. **Ahmed Alassafi** AI strategist and automation specialist helping businesses implement practical AI systems. *** ## **How to Join** ⚠️ **Meetup RSVP alone will NOT give you access to the webinar.** You **must register via Zoom** to receive the joining link. 👉 **Register here:** [https://us06web.zoom.us/webinar/register/WN_skhcBgLATRGj4GbKehajyg](https://us06web.zoom.us/webinar/register/WN_skhcBgLATRGj4GbKehajyg)

**FromHereOn** is proud to sponsor this special event with **Women in Architecture Australia (WIA)** in Melbourne **Panel Guests & Networking Event** This event is open to everyone—women, men, and supporters of diversity. Connect with like-minded professionals, build meaningful relationships, and unlock new opportunities. Please make sure to **register on Humanitix** (RSVP on Meetup won’t secure your spot): [https://events.humanitix.com/women-in-architecture-networking-event-in-melbourne-xu49tqj2](https://events.humanitix.com/women-in-architecture-networking-event-in-melbourne-xu49tqj2) Join us for an inspiring evening of thought leadership and networking as we celebrate **International Women's Day** with some notable voices in **architecture, innovation, and leadership**. Enjoy food and drinks while connecting with peers and gaining insights from our panelists. This is a fantastic opportunity to engage in meaningful discussions, expand your network, and be part of the conversation shaping the future of Women in Architecture. **Find out more details here: [https://events.humanitix.com/women-in-architecture-networking-event-in-melbourne-xu49tqj2](https://events.humanitix.com/women-in-architecture-networking-event-in-melbourne-xu49tqj2)**

If you’re pursuing a career in **tech architecture**, I’d love you to join this upcoming event organised by **Women in Architecture Australia**! Please make sure to **register on Humanitix** (RSVP on Meetup won’t secure your spot): https://events.humanitix.com/women-in-architecture-networking-event-in-melbourne-xu49tqj2 I’m partnering with and supporting **Women in Architecture Australia** in their mission to create a more inclusive and diverse architecture community. If you’re exploring or growing your career in architecture, you’re more than welcome to join us for this inspiring and supportive session. Careers in architecture rarely follow a straight line. They’re shaped by ambition, opportunity, trade-offs, and the realities of life outside of work. Join us this International Women’s Day for an evening of honest conversation, shared experience, and community connection as we explore: #### **Balancing Ambition, Life, and Leadership: Navigating a Career in Architecture** This panel will spotlight the career journeys in architecture and tech, and unpack what it really takes to build a sustainable, meaningful leadership path in the profession. 🎙 **Moderator:** Gretchen Scott, Kaleida 🎙 **Panellists:** **[Whitney Cali](https://www.linkedin.com/in/whitney-cali-4474984/) -** Group Executive - Product, Technology and Data - LMG **[Fiona Mahony](https://www.linkedin.com/in/fiona-mahony-99890513/) -** [Enterprise Architecture Principal - Telstra](https://www.linkedin.com/company/1636/) **[Sangeeta Vishwanath](https://www.linkedin.com/in/sangeetavishwanath/) -** [Head of Digital - Mantel](https://www.linkedin.com/company/13577383/) **Timing:** 5:30 pm – Arrival / Networking 6:30 pm – 7:30 pm Panel Discussion 7:30 pm onwards – Networking Keep an eye on our LinkedIn page for any updates: [https://www.linkedin.com/company/women-in-architecture-wia-australia/](https://www.linkedin.com/company/women-in-architecture-wia-australia/) *** #### What to Expect **Real Career Stories** Hear how our panellists have navigated key career moments, leadership growth, and challenges along the way. **Ambition and Sustainability** Explore how women balance progression, personal priorities, and long-term success in architecture roles. **Leadership Without the Stereotypes** Discuss what leadership looks like today, and how to build influence in your own style. **Inclusion and Representation** Reflect on the importance of diversity in architecture and the pathways needed to bring more women into the profession. **Networking & Community** Stay after the panel to connect with peers and be part of a supportive architecture community. *** **Who Should Attend?** This is for anyone working in, alongside, or curious about architecture and tech, including students, grads, practitioners, leaders, allied professionals and supporters of inclusive workplaces. **Why Attend?** * Gain practical insight into career development and leadership * Meet and learn from accomplished women in the field * Expand your network across architecture and technology * Support a more inclusive and diverse profession \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Follow me on LinkedIn for more information: https://www.linkedin.com/in/yana-martens/ Just moved to Australia? Grab your FREE guide to land your first tech job! [https://yanamartens.com/first-tech-job-in-australia/](https://yanamartens.com/first-tech-job-in-australia/)

Join us on Friday, March 13th, 2026, for Workplace Ninja User Group Australia in Melbourne. As a standout conference on endpoint management, Workplace Ninja provides the stage for workplace management and security professionals to share insights on their journey towards modern management and cloud native. Agenda: 09:00 - 09:15 - Welcome with **Jose Schenardie** 09:15-10:05 - **Cut the Sneaky DNS: Zero Trust DNS on Windows 11 - Steve Mercer** 10:05-10:30 - Short break 10:30-11:20 - **What's new (and next) in Windows 365 and Azure Virtual Desktop - Matt Shadbolt** 11:20-11:40 - Sponsored Session 11:40-12:30 - Lunch break 12:30-13:20 - **App Control for Business Deep Dive - Nathan Atkins** 13:20-13:35 - Short break 13:35-14:25 - **Remote Help for Intune - Is this the cloud native support saviour we have been waiting for? - Sean Ollerton** 14:25-14:40 - Short break 14:40-15:30 - **Vibe Coding: Infra as Code for Windows Management with Intune - Steven Hosking** 15:30-15:45 - Short break 15:45-17:00 - **AMA with Speakers** 17:00-18:00 - **Networking and Refreshments** We look forward to seeing you there.

Our regular monthly presentation night on the second Thursday of the month from 6:30pm! Thanks to Mantel Group for hosting us again this month. If you're coming in person we're there with food and drinks from 6pm. We will be live streaming the presentations as usual from 6:30pm at [http://www.melbournecocoaheads.com/live](http://www.melbournecocoaheads.com/live) \-\-\- **Agenda** \| 6:00pm \| Food \+ Networking \| \| 6:30pm \| Event begins\. Introductions \| \| 6:40pm \| Luke Howard — An embedded audio product built with Swift \| \| 7:15pm \| TBC \| \| 7:55pm \| Wrap up \+ social time at a nearby venue \| \* All times are approximate. Presentation order will be confirmed on the night. \-\-\-\- We are always looking for speakers and believe everyone has an interesting talk hiding inside themselves. If you are interested in letting that talk out at a future event you can get in touch on the website [https://www.melbournecocoaheads.com/talks](https://www.melbournecocoaheads.com/talks) or on Slack.

Excited to announce our new ADVANCED openplay session during the week at KCARC! Welcome to Melbourne Volleyball Academy. 🤗 **[[WHAT]]** This session is specifically for games only (no training). There will be a cap of 18 players, allowing for 3 teams of 6. Games will be played to 15 points, with a cap at 18 points. These games are intended to be played at a high-intermediate(BB)/advanced(A) level. Please see an explanation of skill levels on our website here: [https://melbournevolleyballacademy.com.au/skill-levels-explained](https://melbournevolleyballacademy.com.au/skill-levels-explained) **[[WHO]]** The session is intended for Intermediate players. Players should be able to: * Have strong fundamentals for all volleyball techniques * Serve receive a majority of serves well & serve over the net consistently * Basic understanding of 5-1, and 6-2 systems (we do not play a pass middle 4-2 system in this session) * Have an understanding of base defense * Know all/most volleyball rules Players that are not of the intermediate(BB)/advanced(A) level will be asked to leave as we want to ensure that all players have an enjoyable time playing. **[[HOW MUCH $$]]** $21 card payment will be processed on the day via square reader (EFTPOS). **[[WHEN]]** The stadium is booked from 6:30 PM-9:30 PM weekly, every Thursday. However, feel free to come early and stretch as the Community Centre is open earlier. Last minute dropouts and no shows will have a zero-tolerance policy going forward. All players are expected to update their RSVP at least 24 hours in advanced if they are unable to attend. This applies to players on the going list and the waitlist. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted into the gymnasium.

## ✨ KISMETRIX \| True Connection [Ticked Event](https://www.kismetrix.com.au/all-events/?event=26306) ### The Valhalla \| Elegant Singles Night Hosted by **KISMETRIX \| True Connection** 📍 **Valhalla Bar (Basement, Olderfleet Building)** 477 Collins Street, Melbourne VIC 📅 **Saturday, 14 March** 🕖 **7:00 PM – 10:00 PM (Hosted)** (Venue open late) ### AN ELEGANT SATURDAY NIGHT FOR THOSE WHO PREFER DEPTH OVER NOISE Hidden beneath the iconic Olderfleet Building lies **Valhalla** — a Scandinavian-inspired underground bar where atmosphere, design and conversation take centre stage. This is our **Elegant Singles Night** — a refined Saturday social for those who want real conversation, good energy, and connection that unfolds naturally. No swiping. No forced rotations. No loud, chaotic party crowd. Just confident adults showing up — in real life. ### 👥 AGE GROUPS [(TICKETED)](https://www.kismetrix.com.au/all-events/?event=26306) To create a balanced, comfortable room, tickets are released across two overlapping age groups: • **30–48** • **38–60** Guests receive coloured name tags on arrival to help our hosts support thoughtful introductions early in the evening. As the night progresses, the room naturally opens into relaxed, free-flowing mingling. This structure keeps the atmosphere elegant, social and effortless — without pressure. ### 💫 ABOUT THE EVENT Tired of dating apps that go nowhere? Over speed dating that feels like an interview? So were we. KISMETRIX \| True Connection was created for singles who want something more human — real presence\, real conversation\, and genuine chemistry\. You’ll walk into a room full of people who: * Are done with endless chatting and ghosting * Want to meet face-to-face, not behind a screen * Value depth, respect and good energy * Care about how they show up — socially and emotionally Come for a drink. Stay for the conversation. Leave glad you came. ### 🎯 WHO THIS NIGHT IS FOR This event is for singles who: * Prefer substance over surface * Enjoy meaningful conversation and elegant social settings * Are emotionally mature and socially aware * Want a great Saturday night — regardless of outcomes Come solo or with friends — many do. ### 🍷 THE VIBE Expect: * A moody, intimate underground bar setting * Nordic-inspired design and refined ambience * Hosted support early, free flow later * An elegant, socially aware crowd * **Happy Hour drink specials available at the bar** Think less “dating event” — more **a Collins Street Saturday night done properly**. ### 🎟 TICKETS & INCLUSIONS Get your ticket [HERE](https://www.kismetrix.com.au/all-events/?event=26306) Your ticket includes: * Entry to the curated **KISMETRIX Elegant Singles Night** * Hosted support throughout the evening * A thoughtfully balanced social experience Drinks and small plates are available for purchase directly from Valhalla, with **Happy Hour specials** offered during the event. 🎫 Tickets are limited to maintain quality, balance and atmosphere. Early booking is strongly recommended. ### ✅ WHY PEOPLE LOVE KISMETRIX EVENTS * No apps. No swiping. Just real people * No scripts or awkward structures * Thoughtful curation without rigidity * A genuinely enjoyable night — even if you attend solo * Many guests come “just for a drink” … and end up staying all night ### 🔔 [BOOK NOW](https://www.kismetrix.com.au/all-events/?event=26306) Spaces are limited to maintain the energy and quality of the room. **Refund Policy:** Tickets are non-refundable. If you can no longer attend, you’re welcome to transfer your ticket to someone else in the same age group. ## **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **social@kismetrix.com.au** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 Follow us on **[Instagram](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/"), [Facebook](https://www.facebook.com/profile.php?id=61559826808523 "https://www.facebook.com/profile.php?id=61559826808523") & [Eventbrite](https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353 "https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353")** 📄 \*\*Important Notice:\*\*By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s[ Terms & Conditions](https://www.kismetrix.com.au/terms-and-conditions-2/ "https://www.kismetrix.com.au/terms-and-conditions-2/"),[ Privacy Policy](https://www.kismetrix.com.au/privacy-policy/ "https://www.kismetrix.com.au/privacy-policy/"),[ Disclaimer](https://www.kismetrix.com.au/disclaimer/ "https://www.kismetrix.com.au/disclaimer/") and [Code of Conduct](https://www.kismetrix.com.au/code-of-conduct/ "https://www.kismetrix.com.au/code-of-conduct/").Some events may be non-refundable as stated in their individual descriptions.🤝 Collaborations: **collabs@kismetrix.com.au**

Join our new group’s third meeting. Meet fellow tech enthusiasts west of the beltway. ​Because our group is new, we have a poll for the direction we want to take this new group. ​[https://submatrix.net/article/Meetups/e9ym4fr8Ca](https://submatrix.net/article/Meetups/e9ym4fr8Ca) ​For this event, we will be running a working meetup. ​Our meetings are a great place to work on and show off what you do. We are always welcoming. ​Our format is great for people who have started on but not finished one or several side projects. ​We will start off with basic introductions and what we are working on and what our goals are. We’ll break the rest of the meeting into two working sessions. In between, we’ll do a quick check-in to see how folks are going. You can also RSVP to this event on Luma: https://luma.com/luucajlz

**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!!!!

When: Thursday, March 19, 2026, 5:30 – 8:30 Location: Lost Rhino, 21730 Red Rum Dr, Ste 142, Ashburn, VA 20147 (\*\* NEWER LOCATION \*\*) Come network with other local GovCon Executives and enjoy a few free beers on us and engage with our sponsors and Industry speakers. Speaker - TBD Amazon Business - Federal is our sponsor for the evening. Please register here for your spot and please enter full name and company so a badge will be waiting for you. If you would like your company logo to appear on the digital board, please message the logo to me.

A fun event to meet the board, other members, walk through a workshop, enjoy snacks, and connect with other professionals

Our new location is the Nova CC Loudoun. https://maps.app.goo.gl/152uMaEL4vmsk3Zp7 * Bring a friend * Bring a DARK and a WHITE shirt * Cleats recommended Check out more info about our group and recent posts at https://www.facebook.com/groups/1668243673401495 Most people do not RSVP on here and just show up.

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.