Data Virtualization

**Aim:** Create A.I / Machine Learning projects ... optionally with Robots **Web-site: [https://ai-ml-robots.github.io](https://ai-ml-robots.github.io)** **Discussions: [https://tinyurl.com/ai-ml-robots-discussions](https://tinyurl.com/ai-ml-robots-discussions)** **Pre-meeting catch-up:** 6:00 pm at **[Grill'd Burgers, 127-133 Swan St, Richmond](https://maps.app.goo.gl/N6QBydEVo1JW6ctn9)** ... great opportunity for casual discussion and especially for newcomers to get acquainted with the group ***(our table will have orange traffic cones)*** **Activity:** Using [Google Colab](https://colab.google) and [Aiko Services](https://github.com/geekscape/aiko_services), we will build a project ... where the details will be provided / updated a couple of weeks prior to the meet-up date. **Agenda:** **7:00 pm sharp at 415 Church Street, Richmond** \- 7:00 pm ML software "guided" build session using Google Colab \- 9:30 pm Projects show and tell: ad\-hoc for anyone to contribute \- 9:45 pm Tidy up room \- 10:00 pm Hard stop \! **Please bring a laptop, as these are hands-on build sessions.** Just think of a laptop as a robot without wheels or legs ! If you are a newcomer to Machine Learning or robotics, you are still very welcome. If you do have a robot, please bring it along !

**\* NO CLASSES - CLOSED on PUBLIC HOLIDAYS** **THERE ARE NO POINT COOK CUBAN SALSA & BACHATA** **DANCE CLASSES TONIGHT** **\* CLASSES WILL RE-OPEN THE FOLLOWING** **MONDAY 15th JUNE 2026.**

🌴 MONDAY SALSA & SIP New weekly Latin Salsa Mondays at West Beach Pavilion, St Kilda — right on the beach! ✨LAUNCH NIGHT – THIS MONDAY 8th JUNE 🌊 🎉King’s Birthday Public Holiday ✨ Join us at West Beach Pavilion for the LAUNCH of SALSA & SIP MONDAYS! Enjoy an evening of Salsa dancing and Latin fun, with stunning beachfront water and breath taking sunset views. 🍹 Learn Salsa, dance, sip, socialise and kick off your week with a taste of Latin sabor! Everyone welcome! No partner or dance experience needed. Stay after class and mingle or come for the after Latin party. Playing the best Salsa, Bachata & Latin, mixed with good vibes in a friendly, welcoming environment! 📅 When: LAUNCH NIGHT – Monday 8th June 2026 6:00–7:00pm: Beginner Salsa Class 💃🕺 Perfect for Beginners of all levels – Learn from an instructor with over 18 years of experience 💵 Cost: $29 Includes Salsa class plus your first Drink 👇 Secure your class spot Contact (03) 9593 8833 7.15pm til late – After Social is FREE! King’s Birthday Public Holiday = Dance, relaxation and fun! 😎 Bring your friends, meet new ones! Let’s make Mondays the new Fridays! 🔥 See you on the dance floor!! 🕺💃✨ At: 📍 West Beach Pavilion, 330A Beaconsfield Parade, St Kilda Beachfront

**Struggling with study or learning? You’re not alone.** This meetup suits people at all levels of study skill. Too many children, teenagers, and adults find studying difficult—not because they lack ability, but because they were never taught **how to learn**. This meetup introduces the basics of **Study Technology**—a practical, proven approach that shows how learning really works and how to overcome common study barriers. It applies to children, teens (and parents), teachers, and adults alike. You’ll discover simple, effective methods to improve understanding, confidence, and performance—whether at school, work, or online. Teachers and parents often see rapid improvements in both behaviour and results. Yes, it *is* possible to improve study performance—in just **five easy steps**. If you can’t attend in person, online options are available. **Join us and learn how to study effectively—once and for all.** See you at the meetup, **Pam** When learning clicks, confidence follows.

How to take control of your subconscious and harness its power! 🎟️ FREE ADMISSION - [Book Here](https://unlockthepowerofthesubconsciousmindmelbourne.as.me/schedule/175b7acb?ref=fb_integration) We're looking forward to you joining us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You'll gain insights into: ✅ The true definition of the subconscious ✅ How it generates unwanted emotions ✅ Its real purpose and function ✅ What determines the pressure it exerts on you But this isn't just another lecture where you sit and listen passively. It's interactive and engaging - you can ask questions at any time.

Hey there! 😊 **Note:** This event is posted on multiple platforms, so more people come than just the RSVPs here. This is a **Speed Dating event** ❤️ **Why participate:** Fun and easy way to meet your **new girlfriend / boyfriend!** No need to start things by yourself, **the host does everything for you.** Fun and easy way to find **new friends.** **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/melbournewed -** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Simply DM us 24h before the event for **full refund**! 😊 ❗ **Note:** We often sell out around **1 week** before the event! ❤️ **Why People Love Our Events:** ⚖️ **50/50 gender ratio guaranteed** \- planned with care so the balance stays right 😌 **Professional host included** \- the host takes care of the whole event for you ☺️ **Relaxed, welcoming atmosphere** \- comfy\, friendly\, and easy 🎉 **Friendly people** \- you might be surprised by how lovely everyone is\! 🧭 **YOUR FIRST TIME? 😊 HERE IS HOW IT WORKS:** 🧭 You have a **5 min conversation** with every participant ⏱️ You will get **question cards** on every table! Men rotate every 5 minutes, women stay seated. At the end you get your matches. ❤️ 📍 **LOCATION:** The venue location is sent to **ticket holders** after purchase. It is always a big cafe lounge in a central location. 💌 **QUESTIONS?** Email us! We get back to everyone! **🎫 GET YOUR TICKET HERE: 🎫** **www.datemap.net/melbournewed -** (if link doesn’t work - it means we sold out) 🕊️ **Changed plans?** Simply DM us 24h before the event for **full refund**! 😊 ❗ **Note:** We often sell out around **1 week** before the event! I’m really happy to welcome you! See you on Wednesday! 😊❤️

Join us for an engaging evening at the next Melbourne Databricks User Group Meetup! We have a great line up of speakers for the night who will be sharing their learnings from implementing Lakebase on Databricks as well as unpacking some of the latest feature announcements on the platform. **Speakers;** * **Shreya Sharma**, Solution Architect at Databricks: *A tour of Databricks' serverless Postgres for operational apps and AI agents and the headline features (branching, autoscaling, scale-to-zero, horizontal reads). Then a rundown of what's shipped in the last few months — Lakehouse Sync (Postgres → Delta CDC), scale-to-zero as the default, customer-managed encryption keys, and OTLP metrics/logs.* Why Attend? The Databricks User Group is your chance to: * **Learn from experts**: Hear about the latest Databricks developments and best practices directly from industry leaders and experienced practitioners. * **Network with peers**: Connect with other data professionals in Melbourne who are passionate about data, AI, and analytics. * **Share knowledge**: Engage in discussions, ask questions, and exchange ideas with other members of the community. Event Details: * **Venue Host**: Vivanti Consulting, Level 20, Tower Five, 727 Collins Street, Docklands, VIC 3008 * **Date:** Thursday 11th June, 2026 * **Timing**: 5:30pm-8pm * **Catering and Drinks provided** RSVP today to secure your spot and feel free to invite colleagues or friends interested in Databricks and data-driven innovation. We look forward to seeing you there!

In this hands-on workshop, you'll go from zero to a fully deployed multi-agent system on AWS — no prior AgentCore experience needed. We'll build a real multi-agent research assistant, step by step: \- Deploy your first AI agent using the Strands framework and BedrockAgentCoreApp — running in the cloud in minutes \- Orchestrate multiple agents with the A2A \(Agent\-to\-Agent\) protocol\, a cloud\-agnostic standard that lets agents discover and call each other securely via IAM \- Connect external tools — wire in PubMed via MCP Gateway\, deploy a citation manager as a Lambda function\, and expose your own MCP server By the end you'll have a working orchestrator agent that routes queries to a search specialist, calls real APIs, and manages citations — all running on AgentCore Runtime with proper IAM permissions and CloudWatch observability. What to bring: \- Laptop with Python 3\.11\+ and AWS CLI installed \- An AWS account \(free tier works for most of the workshop\) Skill level: Intermediate — some Python and basic AWS familiarity helpful. No prior agent development experience required.

## 🔥🧊 **THE LUX AFFAIR – Fire & Ice Bachata Saturday!** 🧊🔥 Bachateros! Get ready for The Lux Affair: Fire & Ice—a night of premium vibes, sleek style, and an incredible community atmosphere. 📍 **THE QUICK DETAILS** 📅 **Date:** Saturday, June 13th 📍 **Location:** Sokol Melbourne (497 Queensberry St, North Melbourne) 👗 **Dress Code:** Guys in Blue (Ice), Ladies in Red (Fire) 💙❤️ 🎶 **Music:** 70% Bachata \| 30% Salsa \| Kizomba & Zouk ⏰ **THE SCHEDULE** **8:00 PM:** Bachata Workshop (Open Level) – Sharpen your style! **9:00 PM:** Social Dancing begins 💃🕺 **10:30 PM:** 🔥 **SPECIAL PERFORMANCE!** 🔥 Don't miss the heat on stage! **1:00 AM:** Close 💰 **PRICING** (Save $$ Online) * **Workshop + Social:** $18 Online / $22 Door * **Social Only:** $14 Online / $18 Door 👉 https://www.trybooking.com/DMDTZ Everyone is welcome! Whether you’re a total beginner or a pro, come experience the best connection in Melbourne. ✨ **RSVP now—let’s turn the floor into Fire & Ice!** ✨ ✨ **OUR CONEXION & COMMUNITY** We pride ourselves on a welcoming, safe, and inclusive environment. To keep the energy positive for everyone, we follow a Code of Conduct and reserve the right to ensure all guests contribute to a respectful dance floor. See you in **Blue & Red**! 💃✨

**Unpacking Red Hat Summit 2026: OpenShift, Virtualization, and the AI-Ready Enterprise** The Red Hat Summit in Atlanta was loaded with a ton of new stuff - product launches, tech updates and real world stories. Come join us at the meetup where we have 5 speakers giving a rundown of relevant updates. * Simon will discuss AI Token Economics and AI/ML updates. * Sam will deliver an update on the Summit experience. * Ben will cover Developer News * Nick will present the OpenShift roadmap * Mohan will share several Customer Stories. Look forward to seeing you there. Pizza and drinks available early. Doors at 5:30pm for 6pm start. OpenShift Meetup team

Hi Gophers! We're at Atlassian this June to talk carbon footprint calculations for Claude and building a custom Kubernetes PaaS in Go. * **Agenda** **5.45pm — Food & Networking** **6:30pm — Intro** **6:45pm — Talks** **8.00pm — Wrap up then head out for kick ons** * **Talks** **🎤 Mia de Búrca** **What I Learnt Writing a Carbon Awareness Skill for Claude** (short talk) Having recently left my senior IC job in tech, I wanted to take some time to pursue green software principles, in **particular** how they apply to our use of AI. Since I'm an engineer, and engineers learn by doing; I decided to build an MCP server using sustainable software practices, and have it serve up a skill that would let an LLM ask what **its** carbon footprint had been for the conversation so far. The talk describes what I built and why, and how the implementation **and** infrastructure were a breeze **compared** to finding some real numbers to back up the carbon equivalence calculation. **🎤 Ryan Djurovich** **How I built Podplane - an Open Source PaaS running Kubernetes on Object Storage** About Podplane: Want to deploy your app easily and securely on AWS, Google Cloud, or Proxmox? Podplane is an Open Source Platform-as-a-Service built on Kubernetes with all state stored in Object Storage. It consists of a CLI, etcd alternative ([netsy.dev](http://netsy.dev)), auth server ([easy-oidc.dev](http://easy-oidc.dev)), and next-gen auto-scaler ([nstance.dev](http://nstance.dev)) - all written in Go. \* **Interested in speaking at an upcoming event?** We will aim to have a mix of short (\~10min) and in-depth (20-30min) talks. If you’re keen to give a talk on a topic, share a project, or idea, please let us know [bit.ly/GolangMelbourneSpeakersForm](https://bit.ly/GolangMelbourneSpeakersForm)

It's DDD but \***lightning**\*. The evening will be a hybrid event hosted by the DDD Melbourne crew and consist of short & sharp presentations of fifteen minutes in length on a dev related subject. Venue space is limited, we cannot accommodate more than **130 people**. First come first served! **ONLINE ATTENDANCE** You can join us online, we'll aim to get the call started somewhere around 6pm before we have our introductions and first speaker. Remote audience link --> [https://meet.google.com/pvg-uqer-pui](https://meet.google.com/pvg-uqer-pui) You can ask questions of our speakers via Slido. We'll try to ask your questions as they come through on Slido, but we may not get to all of them. **TALKS** **Rupesh, Quality Engineer Practice Lead at Fabric Group:** Validating AI Systems in a Probabilistic World Traditional software testing assumes deterministic behavior—the same input produces the same output every time. Modern AI systems, particularly LLMs and agentic workflows, behave differently. Responses can vary based on context, prompts, model state, and external dependencies, making conventional testing approaches insufficient. This presentation explores how organisations can establish confidence, quality, and governance for non-deterministic systems through new testing methodologies, evaluation frameworks, and observability practices. It will cover emerging tooling such as DeepEval and Botium, along with strategies for measuring accuracy, relevance, safety, hallucination risk, and user experience in AI-driven applications. **Leah Garrett** My Screen Moves Now: Notes From a Web Dev Building Robot UI I went from building web apps to building the face of a robot. In this talk I'll cover what changes when your UI has a body, from testing things you can't see in a browser to designing for a screen that won't stay still, and how AI tooling helped me get up to speed. **James Westall** No Idea What I’m Doing: Shipping Software Anyway I spent five years at uni, racked up a healthy HECS debt… and never actually graduated. I work in sales now, and my background is in Security and Windows Server infrastructure. I’ve never written a line of code anyone has paid for. Which for many, might disqualify me from building software. Apparently, not anymore. This talk is a mix of introspection and light comedy, walking through what happens when someone like me starts building and shipping with LLMs. It’s about capability vs. credibility, vibes vs. reality, and what we’re all supposed to do when the rules of “who gets to build” have quietly changed. **Gordon Chen** Building a Modern eCommerce Marketplace with AI As AI capabilities advance, what role is left for developers, and what skills should we prioritise? Drawing on over 20 years of experience in software engineering and data engineering, Gordon shares his thoughts from building a modern eCommerce marketplace with AI, tackling the shift toward spec-driven development and where human elements remain critical. **@tensorfish** "Ok claude, real-time transit map of melbourne. Make no mistakes." This talk walks through building MykiMap: a live, GPU-accelerated map of every tram, train, and bus moving across Melbourne’s transit network. Along the way, we’ll get into the agentic coding workflow: what it’s genuinely productive for, and what’s just hype.​​​​​​​​​​​​​​​​ **CODE OF CONDUCT** All DDD events are subject to the DDD Code of Conduct available at [https://www.dddmelbourne.com/code-of-conduct/](https://www.dddmelbourne.com/code-of-conduct/) **VENUE AND FOOD SPONSOR** [Fabric Group](https://www.fabricgroup.com.au/) **FUTURE EVENTS** Are you interested in speaking at a future DDD by Night? That's awesome, we'd love to have you! We take speakers of all experience levels and offer training too. [Fill out this form](https://forms.office.com/r/12c0CvLwQk) and we'll be in touch. **FEEDBACK** Feedback, whether it's good or constructive, helps us grow and improve these events and so we'd love for you to fill out the form here --> [https://forms.office.com/r/MB8WGKv9Bi](https://forms.office.com/r/MB8WGKv9Bi)

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 :)

While you spend your career relentlessly hardening technical systems, are you overlooking the most critical operating layer? Technical expertise is only half the battle. Join us on **Tuesday, June 9, 2026,** at **Honor Brewing Company** at **42604 Trade West Dr, Sterling, VA 20166** to unlock the human side of security! Want a custom name tag to enhance your networking opportunities? Register here and yours will be ready at the door: https://share.hsforms.com/1lIgM4Vu3Q0KlJsKTmyXnigdwxz1 We are thrilled to welcome **Stacey Champagne**, Founder & CEO of **Women's Cybersecurity Alliance**, to share how EQ can transform how you lead under pressure! Stacey, is a leading insider risk management expert who has built security programs for **Fortune 500** companies,high growth startups, private equity, and federal agencies. Her experience spans advanced cybersecurity degrees (**CISSP, GSOM, GSLC**) and **federal intelligence experience**, including creating briefings for the major stakeholders from **military leaders** to the **President** of the United States. Firewalls and patches cannot manage panic during a breach. Human leadership can. Mark your calendars to join us for this exclusive session next month! **Agenda** 5:30 Social hour and networking begins 6:10 Welcome 6:15 Patch Your Leadership Stack - Stacey Champagne 6:50 Q&A 7:00 Open Mic & Networking Continues 7:30 Adjourn

Join the Data Viz DC meetup and the Ballston BID for a hands on workshop to learn how to use AI for Data Visualization and Data Analysis. Bring a laptop and get ready to learn and practice how to use AI to analyze a real local data set and build data visualizations that more effectively communicate information and help accelerate time to understanding. \-\-\-\- * ​**Date and Time**: Monday June 15th, 2026, 5:00 – 6:30 p.m. * ​**Location**: The Filling Station, 4201 Wilson Blvd, Arlington, VA 22203 ​Ballston BID will provide light refreshments. \-\-\-\- Data Visualization DC is a part of Data Community DC, Inc, a 501c3 nonprofit dedicated to advancing data practitioners in the national capital area. The **Ballston Business Improvement District** is a public–private partnership dedicated to making Ballston a vibrant, innovative, and connected urban center in the heart of Arlington. Funded by a special tax from commercial property owners within our boundaries, we invest in initiatives that enhance the neighborhood’s economic vitality, public spaces, and overall experience for those who work, live, and visit here. ​*Please note: A photographer may be on-site at this event. By attending, you consent for your image to be used for future Ballston BID marketing or promotional purposes.* Location The Filling Station 4201 Wilson Blvd Suite 150-160, Arlington, VA 22230, USA

Important: Register on [AICamp website](https://www.aicamp.ai/event/eventdetails/W2026061814) is required for admission. **Description:** Welcome to the AI meetup in Washington DC. Join us for deep dive tech talks on AI, GenAI, LLMs and Agents, hands-on experiences on code labs, workshops, and networking with speakers and fellow developers. **Agenda:** \* 5:30pm\~6:00pm: Checkin, Food/drink and networking \* 6:00pm\~8:00pm: Tech talks and Q&A \* 8:00pm: Happy Hour at Courthouse Social (cross the street) **Tech Talk: Secure Developer Environments in the Age of AI Agents** **Speaker:** Patrick Brown (Coder) **Abstract:** Federal engineering teams are under pressure to ship faster while meeting some of the most demanding security and compliance requirements in the world. In this talk, Patrick Brown of Coder explores how cloud development environments (CDEs) give agencies a foundation to accelerate software delivery without sacrificing control — and why that foundation matters even more as AI-powered coding agents enter the workflow. He'll cover how CDEs keep source code off endpoints, enforce zero-trust access patterns, and provide the consistent, ephemeral infrastructure that both human developers and AI agents need to operate safely at scale. **Speakers:** Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 5,000+ AI developers in D.C and 500K+ worldwide.

RVSP on Luma!: https://luma.com/thq3hut1 ​Join us for an evening of data science side projects and networking! Come hear lightning talks about what people are building, meet other people working on cool stuff, and hang out. ​ Whether you're deep into a side project, just getting started on one, or curious about what other people are working on, this is a good place to be. Side projects are how a lot of us learn new tools, explore ideas, and connect with people—and they're a lot more fun when you have other people to talk to about them. ​The speakers tonight are folks who have been participating in our side project mentorship program since March. They submitted side projects they wanted to work on, got matched with mentors, and spent 12 weeks working on them. They'll be talking to you about some aspect of what they did or learned. **Schedule** * ​6:00 - 6:30PM: Mingling & food & drinks * Lightning Talks! * **Bryan Johns** — "Floodlines: The Geography of Institutional Memory" **Karen Zhu** — "Historic Recipe Explorer: Bringing Historic Cookbooks to Life with AI" **Aaron Schumacher** — "Pave the Planet: A new data visualization technique" * We'll add more as they come in. ​Speakers! TBA, but I'll add them as they come in!

**The Neural Revolution Is Happening Right Now — Are You Plugged In?** Imagine typing with your thoughts. Steering a robotic limb with a neural signal. Lifting depression by stimulating a single brain circuit. Loading a skill straight into memory. This isn't science fiction. It's happening in labs, clinics, and startups around the world — and the DC region, home to NIH, the BRAIN Initiative, and DARPA's neural-interface programs, is one of the places it's being funded and built. **This Event Is for You If…** * ✅ You're a **technologist** curious about the computing paradigm beyond screens and keyboards * ✅ You work in **healthcare** and want to see how neural interfaces will reshape patient care * ✅ You're an **entrepreneur** hunting the next real opportunity in deep tech * ✅ You're a **researcher** looking to plug into the broader BCI ecosystem * ✅ You're simply **fascinated** by where neuroscience and technology collide * ✅ You **missed our last meetup** and want to reconnect with the community **Why That List Makes Us Unique in DC** Read it again. A technologist, a clinician, a founder, a researcher, and the merely curious — in the same room, on the same afternoon. That mix is the whole point, and it's what no other event in the region offers. Neuroscience conferences are built for neuroscientists. AI meetups are built for engineers. Healthcare summits are built for clinicians. Each one serves a single silo. Brain computing doesn't live in any one of those silos — it lives in the overlap. So we built the one community in DC dedicated to that overlap: a place where the person decoding neural signals can talk to the person who'll commercialize the device, who can talk to the clinician who'll put it in front of a patient. **What You'll Walk Away With** This isn't just another tech meetup. Because of who's in the room, you get: * **Frontline insight** from people actively decoding neural signals * **Direct access** to the scientists, engineers, and founders pushing BCI forward — not a panel behind a rope line * **Hands-on work** with real neural data and BCI systems * **Career connections** in one of the fastest-growing fields in tech * **First looks** at breakthrough research before it reaches mainstream media **The Stakes Are Real** We're at an inflection point. The next decade decides whether brain-computer interfaces *expand* human potential or *deepen* inequality — whether they're built in the open or behind closed doors, whether the benefits are shared or hoarded. Your voice, your expertise, your perspective shapes which future we get. **Join the Minds Shaping Tomorrow** This is your entry point into the neural-interface revolution — your chance to stand alongside the researchers reading neural code, the engineers building the interfaces, the clinicians treating patients, and the founders bringing it all to market. **Saturday, June 13 · 12:00–3:00 PM** isn't just a meetup. It's the one place in DC where all of those people come together around brain computing. **Come curious. Leave connected. Return transformed.** Because the future of human-computer interaction isn't happening *to* you — it's happening *with* you.

**Inflow 6:00 PM - Talks Start \~6:30 PM** **Reston Community Center - 2310 Colts Neck Rd, Reston, VA 20191** NoVA Hackers is a group located in the Northern Virginia area and is made up of Information Security Professionals from all walks of life, from government and private sector, to students and beginners. The monthly meetings are held much like a mini-conference with 4-8 speakers and only a few basic but strict rules. Participation and Permission Active Participation is required for continued membership and is the only due required. Permission is required to be obtained from anyone providing information to the group from the person providing it to be made public by anyone other than the provider. Historically our talks generally run a bit late and we have a hard stop at 9:30pm for the room. If you want to socialize we recommend you arrive at 6 to meet and greet before the talks. Agendas and remote meeting option available after you join the group.