DITA Documentation

The MLAI Meetup is a community for AI researchers and professionals which hosts monthly talks on exciting research. Our format is: * 6:00 - 6:20: Socializing * 6:20 - 6:40: Announcements and AI news * 6:40 - 7:40: Talk(s) and Q&A * 7:40 - 8:00 Networking * 8:00: Head to the nearest pub for dinner **Edit: Javier is sick so his talk is postponed! See below for Mike’s talk** **Javier Candeira: "Work in Progress towards Nonaga Zero"** **Talk Description:** Viktor Bautista i Roca's Nonaga is a delightful board game. Google's Alpha Zero paper describes an architecture marrying Monte-Carlo Tree Search with a neural network model in order to win board games at a level above human mastery. Javier is working on an Alpha Zero-style Nonaga playing bot, and will be presenting us with his work in progress. Nonaga Instructions: [https://hiperactivo.com/nonaga](https://hiperactivo.com/nonaga) Talk overview: 1. The Rules of the Game (a reprise of February's presentation) 1. What is Monte Carlo Tree Search, and what flavour of it are we implementing? 1. From Alpha Go to Mu Zero: a brief literature review of Google's findings and how they apply to Nonaga Zero. 1. Status report and next planned steps on the Nonaga Zero project. 1. Q&A: Bidirectional questions and answers, as this is a talk where the speaker has questions of his own! **Speaker Bio:** Javier Candeira is a software engineer, entrepreneur, public speaker, conference organiser, and a lifelong student of way too many topics, including machine learning. **Mike Bailey: "VoiceMode: Natural Voice Conversations with AI Agents"** **Talk description**: What if you could talk with your AI thinking partner while walking the dog, driving, or wherever inspiration finds you? VoiceMode is a free and open-source tool that enables natural voice conversations with AI coding agents like Claude Code. Voice brings situational accessibility to AI — keyboard and screen become optional. You can discuss ideas, capture them, research them, and have them underway before you sit back down. Mike and his AI assistant Cora will present together in real time, covering: * How VoiceMode works under the hood (local Qwen3-TTS, Whisper STT, Kokoro TTS, MCP integration) * Live demo of natural voice conversations with an AI coding agent * Building an open platform that works with any AI agent — not just one vendor **Speaker bio**: Mike Bailey is a Melbourne-based developer and the creator of VoiceMode, a free and open source project that brings natural voice conversations to AI agents like Claude Code. GitHub: mbailey/voicemode (1.2k ⭐) PyPI: voice-mode (200k downloads)

**Sahaja Yoga Meditation** offers free, guided collective meditation sessions for everyone. Each class includes a simple introduction to meditation, basic techniques for inner balance, and a short talk or discussion on a topic of the day. These meditation classes are suitable for **complete beginners** and **regular meditators**. No prior knowledge or experience is required. **Chairs are provided**, and there are **no physical exercises, postures, or special clothing** needed. Classes usually run for **60 to 90 minutes**, and **no booking is required**. Every session is free and led by volunteers who share Sahaja Yoga to help others experience peace, balance, and self-realisation.

Visitors and newcomers are very welcome, please see https://hackmelbourne.com/newcomer-faq/ for more details. COVIDSafe restrictions are also in place, please see https://hackmelbourne.com/covid-19-restrictions/ for the latest. Short walk from Glenferrie train station. Car parking at Hawthorn town hall. Bring a laptop and a project you are working on. There is also a number of group projects that you are welcome to join in. We have starter kits for Arduino, a couple of 3D printers, various tools and equipment available for use. Typically our sessions run from 6:45pm till later in the evening (depending on our members' availability to close) but if you're new please come early.

**Sahaja Yoga Meditation** offers free, guided collective meditation sessions for everyone. Each class includes a simple introduction to meditation, basic techniques for inner balance, and a short talk or discussion on a topic of the day. These meditation classes are suitable for **complete beginners** and **regular meditators**. No prior knowledge or experience is required. **Chairs are provided**, and there are **no physical exercises, postures, or special clothing** needed. Classes usually run for **60 to 90 minutes**, and **no booking is required**. Every session is free and led by volunteers who share Sahaja Yoga to help others experience peace, balance, and self-realisation.

The QR code is meetup reservation and not entry ticket. There is an Entry. Ask at the flag desk for help.

Hey all, please join us for our May Edition of the Melbourne Data Eng meetup. Join us for an engaging session filled with exciting discussions and networking opportunities. Don't miss out—RSVP to secure your spot. Please reach out if you'd like to host us! 🎉 🏠 Location: Stone & Chalk Melbourne 🍕 Catering: Cloud Shuttle 😊 💬 Join our Slack Group here: [Data Engineers Slack Channel](https://docs.google.com/forms/d/e/1FAIpQLSd09iTwpNulQH0b1BdslM1RzgImOGlX4WgOx6_rzvmVANwGmw/viewform) **Schedule:** \- 5\.30pm: Doors Open \- 6\.00pm: Announcements and Welcome \- 6\.10pm: 1st Talk \- 6\.40pm: 2nd Talk \- 7\.10pm: Networking \- 7\.30pm: Doors Close **Speakers:** 🎤 **Erfan Hesami, Senior Data Enigneer/Architect @ Airmaster** **Talk:** Building an AI-Powered Data Catalouge with OpenMetadata **Summary:** Ever ask an AI tool a question about your data and get a confident but wrong answer? You’re not alone. This usually happens because the AI is missing context. LLMs are only as good as the information you give them. Without a strong metadata layer, even the best models don’t really understand your data. In this session, we’ll show how you can fix that. I’ll walk through how OpenMetadata, MCP (Model Context Protocol), and its AI SDK work together to give AI the context it needs to understand your data, not just query it. Through a live demo based on a real project, you’ll see how to connect an AI agent to your metadata so it can search tables, follow data lineage, and answer questions with real understanding. We’ll also show how the AI SDK helps you go beyond chat, building agents and workflows that can take action on your data, not just talk about it. **Bio:** I am a Senior Data Engineer/Architect. I started my career as a Data Analyst, then moved into Analytics Engineering, and now focuses on building data platforms and systems. I have worked with companies such as Allianz, Xero, AFL, and Airmaster, helping teams better use their data. I enjoy sharing what I learn about data engineering and AI through simple, practical content on my Substack, Pipeline to Insights, helping others grow in their careers. 🎤 **Peter Hanssens, Founder & Principal AI Enablement Engineer @ Cloud Shuttle** **Talk:** The AI Gateway: Your Organisation's Most Underrated Data Source **Summary:** Every AI request your organisation makes generates a structured event: timestamp, user ID, model, tokens, cost, latency, cache hit, tool calls. Most teams are discarding all of it. This talk is about building the data engineering layer around your AI Gateway — turning it from a routing proxy into a competitive analytics asset. I'll cover the schema you get for free, the five DE problems you have to solve (schema normalisation, pricing enrichment, prompt/response storage tiers, org attribution, volume at scale), the dimensional model that makes it queryable, and what you can answer once the pipeline runs. Three deep dives: prompt version A/B testing at production scale, cache effectiveness analytics, and agent tool call observability. **Bio:** Peter is the founder of Cloud Shuttle, a Sydney-based data and AI engineering consultancy, and the founder of DataEngBytes - ANZ's largest data engineering community conference. He works at the intersection of data engineering and production AI: LLMOps, AI gateways, evaluation pipelines, and the infrastructure that makes AI measurable. If you'd like to **present** at future meetups, please submit your talk [here](https://dataengbytes.com/forms/meetup-talk)! Remember to bring along some great questions! See you all there...

Sunday evening meditation from 5.30 - 6.30. Join us in our cosy centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion. Masks optional but not mandated. Bring your own sealed drink bottle. $10 for workers or $5 for concession. Browse our shop for books, incense and dharma items. Find out what our Centre is offering 803 Nicholson Street, Carlton North. Website: https://melbourne.rigpa.org.au/

IMPORTANT: PLEASE RSVP ON BEVY FROM THIS LINK Join GDG Melbourne this month to Build with AI (#BuildwithAI)? 💻 What do you need to bring? - Make sure to bring your laptop (better if fully charged) for hands-on training. Also, check the workshop descriptions and prerequisites to stay ahead of the game! Join us for an evening of not 1 but 2 hands-on workshops, delicious food, awesome networking, and some surprise swag you won’t want to miss. 🎉 Whether you're a seasoned developer, a cloud enthusiast, or just dipping your toes into the world of AI and tech, this is the place to be. 📍 Where? Mantel Group Office, Level 2/452 Flinders St, Melbourne Doors open at 5:45 PM—message us on Meetup or Slack if you're arriving after 6:00 PM, as the lifts won’t let you up. 🎤 Agenda: 6:10 - 6:20  Welcome &Intro6:20 - 6:30  Cloud Credits setup6:30 - 6:55  Building a Multi-Agent System: Patrick Haralabidis6:55 - 7:05   Break7:05- 8:00  Hands-on Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) : Anupam Phogat8:00 - 8:15  Closing and Door prizes From 8:15 Continue networking, chat & drinks at Insignia on Flinders, 502 Flinders St. 🍻Workshop: Building a Multi-Agent System - Patrick Haralabidis In this Workshop, you will go beyond simple chatbots and build a distributed multi-agent system. While a single LLM can answer questions, real-world complexity often requires specialised roles. You don't ask your backend engineer to design the UI, and you don't ask your designer to optimise database queries. Similarly, we can create specialised AI agents that focus on one task and coordinate with each other to solve complex problems. Handson Workshop: The Self-Curation Engine (Gemini + Cloud Run + EventArc) - Anupam Phogat Data arrives from disparate sources with inconsistent schemas in our warehouse. To solve this, we present a serverless Cloud Run agent that uses the Gemini API to automate schema mapping. Triggered by new data, the agent compares raw schemas to a BigQuery target and dynamically generates the required SQL or Dataform transformations. This talk highlights how AI automates the most manual parts of data engineering: schema maintenance and logic generation. 🎁 What’s in it for you? ⚡Workshop on AI from industry experts 🍕 Cloud-shaped snacks (okay, maybe not literally, but the food will be delicious!) 🤝 Networking that’s as smooth as a well-architected cloud solution 🎁 Surprise swag 💡 NOTES: This is an in-person-only event, but if you have any accessibility requirements, reach out to us via Meetup or Slack, and we’ll do our best to accommodate you. Doors open at 5:45 PM at our host, the Mantel Group, Level 2/452 Flinders S,t Melbourne. Message via Meetup or Slack if you are arriving after 6:00, as the lifts won't let you up. Don’t miss this epic night of learning, networking, and fun! RSVP now and we’ll see you there! 👋 #gdgMelbourne #BuildwithAI #fluttermelbourne Agenda --- Speakers Patrick Haralabidis Patrick is a Google Developer Expert (GDE) in AI and Machine Learning, a Cloud Champion Innovator, and the Melbourne TensorFlow User Group organiser. He currently leads the ML and Software Engineering Chapter at Flybuys, where he leverages his extensive experience spanning backend, mobile, cloud, and AI technologies. Patrick excels at developing solutions in emerging tech fields, focusin… Anupam Phoghat - Core-X (Founder) I am a seasoned IT professional with years of experience in the field. I have extensive experience with Google Cloud Platform (GCP), and currently hold many professional level Google Cloud and other industry certifications. I am also certified in Kubernetes, and have a deep understanding of the core concepts of Kubernetes. I am passionate about sharing my knowledge with others by activel… 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 Organiser Kartik Arora, Android Engineer Google Developer Expert in Android Android Engineer @ Bilue Carolyn Ai Chi Wong, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-build-with-ai-event-may/.

Join us for a peaceful session of Nianfo Meditation & Heart Sutra Dharma Talks, guided by Shifu Shengchi. Whether you are new to meditation or already on the path, all are warmly welcome. 🧘‍♀️ Calm the mind 📿 Recite the Name of Amitabha 📖 Explore the wisdom of the Heart Sutra Let this be a space to reconnect, reflect, and cultivate inner clarity. 📅 Every Wednesday ⏰ 11:00 AM – 12:00 PM 📍 Meditation Room, Contemplative Studies Centre (Level 1, Melbourne Connect Building) 🗓 Starting 1 April 🎟 Free event (RSVP via QR code) Bring a friend, or simply bring yourself — we look forward to practicing together 🙏

**Details** Join us for networking, drinks and a good time catching up with fellow Power BI and Microsoft Fabric enthusiasts **Agenda:** 5:30PM - 6:00PM Welcome and Networking 6:00PM - 7:00PM Speaker Session **Topic:** Stream, Transform, Act: Real-Time Intelligence in Microsoft Fabric **THE SPEAKER -** Heidi Hasting - Heidi Hasting is a Business Intelligence professional and former software developer with over seven years experience in Microsoft products. She is an ALM/DLM enthusiast and Azure DevOps fan and co-founder and organiser of the Adelaide Power BI User Group. Heidi is a regular attendee at tech events including Azure Bootcamps, DevOps days, SQLSaturdays, Difinity and PASS Summit. **THE SESSION** An event occurs — a file lands, a sensor fires, a transaction completes — and you want something to happen. Whether it's streaming data, intermittent batch events, or a trigger the moment a file becomes available, that's all Real-Time Intelligence. We'll dig into Microsoft Fabric's RTI stack, covering Eventstreams, transformations, and a medallion architecture built on Kusto tables in Eventhouses. We'll visualise it all with Real-Time Dashboards, then kick it up a notch with Activator triggers and a look at what's possible with Fabric Operations Agents and Fabric IQ. **Sponsors:** **Vivanti** A big thank you goes out to our sponsor, Vivanti, for their support of this Meetup; providing the venue as well as drinks for attendees. **GET AI** A big thanks to GET AI for sponsoring the food. GET AI is a Microsoft speciliased consulting company focussed on building AI solutions in the Microsoft Ecosystem https://www.getai.com.au

**Sahaja Yoga Meditation** offers free, guided collective meditation sessions for everyone. Each class includes a simple introduction to meditation, basic techniques for inner balance, and a short talk or discussion on a topic of the day. These meditation classes are suitable for **complete beginners** and **regular meditators**. No prior knowledge or experience is required. **Chairs are provided**, and there are **no physical exercises, postures, or special clothing** needed. Classes usually run for **60 to 90 minutes**, and **no booking is required**. Every session is free and led by volunteers who share Sahaja Yoga to help others experience peace, balance, and self-realisation.

**Ethan Zeccola - What’s New in Microsoft Foundry? Agents, Models, Tools & What Actually Matters** A fast, practical tour of the latest updates in Azure AI Foundry. I’ll walk through what’s changed across models, agents, developer tooling, evaluation, and governance, then show a demo of how some of the new Foundry capabilities can be used when building AI apps on Azure. **Akanksha Malik - Foundry Toolkit Discoveries** The Foundry toolkit has been evolving rapidly, and with new extensions and features come new possibilities — and new things to discover. This session shares a guided tour through recent toolkit additions, exploring what's changed, what's new, and what's worth paying attention to. **Danidu Weerasinghe - AI-Powered AWS to Azure Migration with GitHub Copilot Agents** Learn how custom GitHub Copilot agents automate complete AWS-to-Azure migrations—from resource discovery to production-ready Bicep IaC and refactored code. See a real serverless app migrated end-to-end with AI orchestration, zero CLI commands, and enterprise security built-in.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

Ciao a tutt\*! Let's meet Monday at 6.30pm at the Upper Arlington Library (**Tremont** Branch) in **Meeting Room A** to speak in Italian for 1 hour.

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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

All levels of Meditators or welcome. In person or on Facebook Live! There will be instructions and inspiration for new inexperienced meditators. The hosts, meditators and Kriya Yoga initiates for over 50 years, are direct disciples of Yogacharya J. Oliver Black one of Paramahansa Yogananda's most advanced male disciples. He is the founder of Golden Lotus, Inc., which owns & operates 'Song of the Morning' an 800 acre Yoga Retreat Northest of Gaylord, MI on the Pigeon River. Paramahansa Yogananda founded Self Realization Fellowship, headquartered in Los Angeles, CA and is the author of the Spritual Classic, 'Autobiography of a Yogi.'

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)