Internet of Things

**Meetups for Rebels of all kinds — to connect, learn and share** This is a Social Networking event with a Fireside Chat with [Phil Cummins](https://www.linkedin.com/in/professor-phil-cummins-50531185/), the Founder of a School for tomorrow, The Game Changers Podcast, & CIRCLE 📍 This Event is hosted at Natural Velocity AI Learning Centre, Docklands, 🍕 Free Pizza & drinks will be provided **Agenda:** * 5:45 - 6:30 PM (45 mins) - Get to know each other & Welcome * 6:30 - 7:20 PM (50 mins) - Fireside Chat & Q&A from Audience * 7:20 - 8:15 PM (55 mins) - More Social Networking There’s no dress code, no hard sales pitches, and no pressure — just great people and meaningful conversations 🙂 🌍 Est. 2013 – Rebel Meetups now run globally 🆓 This event is free thanks to our members, our partners, our volunteer hosts, and generous venues. **This event is hosted at [Natural Velocity AI Learning Centre](https://www.linkedin.com/company/natural-velocity/ "https://www.linkedin.com/company/natural-velocity/")** **— a venue generously supporting our community** Notice: We will be capturing content from the event, to post on our socials. **Please only RSVP if you genuinely plan to attend.** We have limited capacity, and every seat matters. If your plans change, kindly update your RSVP in advance. See you there! **Directions Help:** Up the Escalator, between 'Melbourne College of Hair & Beauty' and 'Gap Maps'. As shown in the red dots in the image below: [Directions Map](https://drive.google.com/file/d/1fkcpXvzZrEs0kKMPEI_vXbUCz7OEPTzf/view?usp=sharing)

We are moving to a new platform and will be only running the new platform in 2025. please signup here: [https://www.downtomeet.com/Melbourne-Writers](https://www.downtomeet.com/Melbourne-Writers) The Wharf Hotel by the river. Southern Cross Station is closest. Ask at the bar to find us. Or call us 0403193785. Tonight's Social Evening Schedule: (Ideas welcome) 6pm to 6.45pm: Socializing​​ 6.45pm to 6.55pm: Introduction and overview of the evening by Jim including go-around introduction​​ 6.55pm to 7pm: A word from Mat our founder​​ 7pm to 7.10pm A paired connection question to get people talking with one another​​ 7.10pm to 7.30pm: Guest Topic: Annika is an online creative writing Asst Professor at Seton Hall University in New Jersey, US. She will share her experience publishing a book of poems with a small press. 10 mins talk. 10 mins Q&A. 7.30pm to 8.15pm: Readings section open to all to read out something from their work up to 4 minutes. Feedback optional.​​ 8.15pm to 9.30pm: Socializing. Optional. Many of us love this as a chance to connect personally in a screen-addicted culture. • Come out and meet some like-minded folks who enjoy writing and other entertainment and creative outlets. We'll hang around until at least 8.30pm, but often later. All age ranges, all writing types (and entertainment types), all the way from never writing and up to published authors. • This night is about you. So chat to people, read out your work, give feed back, get to know everyone... Or, feel free to sit back and chill. It's your night, enjoy it how you see fit. **Please only RSVP if you can make it.** **We're booking the area, so we will need you to turn up if you say you are coming.** **We have added an attendee limit, so please update your RSVP if you can not make it.** Thank you, Melbourne Writers. The Wharf Hotel food menu: https://www.wharfhotel.com.au/eat-and-drink Great Links: Facebook: https://www.facebook.com/MelbWriters Website: www.worldwriterscollective.com Twitter: https://twitter.com/MelbCityWriters Blog: http://melbournewriters.wordpress.com **Help us by getting in contact so you can add to these social pages and site - matclarke.author@gmail.com**

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 **THREE amazing talks tonight:** 1. **Chaehan So: “Deep Listening AI: A Psychologist's Blueprint for Building a Virtual Friend”** 2. **Dushan Karovich-Wynne: “aigogo: Packaging AI Agents for Production”** 3. **Adam "Spidey" Purdie & Rohan Nowell: "Meet ABI AI in the real world"** Talk descriptions and speaker bios: **Adam "Spidey" Purdie & Rohan Nowell: "Meet ABI AI in the real world"** **Synopsis:** Andromeda's purpose is to build technology that strengthens connections and preserves purpose in people’s lives. This purpose shapes what we build and how we build it. The soul of the product matters as much as its capabilities, and our values are encoded through everyday decisions. Abi is our friendly humanoid robot who is built for this purpose. Where she most strongly differs from a LLM chatbot is in embodiment, she shares a physical environment with you. This comes with a whole new range of challenges, she doesn’t just need to know what to say to hold a conversation, she now also needs to control her body language through gestures. Spidey and Rohan will go through the purpose of Andromeda, how Abi is driving this and how we incorporate machine learning into her physical communication. **Speaker Bios:** **Adam Purdie Spidey**, Mad Scientist / Engineering Manager. Spidey regular meetup goer is best known for his ambitions to take over the world with an army of robotic spiders - furiously developing the spiders and other cuddly horrors by night, by day Spidey is an Engineering Manager in charge of customer applications and platform automation (SRE/Dev/Sec/Ops) and physical robotics. My team do awesome things and I give them all the direction, certainty and space to do it. **Rohan Nowell** is a Machine Learning Engineer at Andromeda Robotics with over 10 years of experience in robotic and autonomous systems. His broad expertise spans control systems, mechanical engineering, physics modelling, and autonomy, including work on uncrewed defence vehicles and miniature robots from his PhD at Monash University. He is currently focused on the complex challenges of Human-Robot Interaction, specifically optimizing for 'delightfulness' in embodied AI systems. **Dushan Karovich-Wynne: “aigogo: Packaging AI Agents for Production”** **Synopsis:** aigogo ( https://github.com/aupeachmo/aigogo )is an open-source project exploring what it actually takes to package, ship, and run AI agents in real production environments. In this talk, I’ll walk through how to use aigogo to package and distribute a real agent that does useful work. This talk isn’t about a finished framework, but an open exploration of what it takes to package and run AI agents in real production environments. Using aigogo as a concrete example, we’ll look at the practical tradeoffs that show up once AI systems move beyond experimentation and start behaving like deployable services. The session is designed to be collaborative and discussion-driven, drawing on the experiences of engineers and data scientists in the room. The goal is to surface what matters most in practice and to help shape the roadmap for aigogo and similar open-source efforts going forward. **Speaker Bio:** Dushan is the founder of Subrosa AI (www.subrosa.ai), he is building at the intersection of AI, risk mitigation, and governance, with a focus on making AI systems secure, auditable, and trustworthy in production environments. On top of his companies products which address data leakage and governance challenges as well as production-level AI agents, Dushan builds and maintains open-source projects that help people instrument, understand, sandbox and distribute AI agents. Outside of work, he's a lifelong dog lover who has been known to pull over to talk to dogs. **Chaehan So: “Deep Listening AI: A Psychologist's Blueprint for Building a Virtual Friend”** **Abstract:** What if AI could truly listen—not just respond with generic empathy, but recognize when you're avoiding a difficult topic, stuck in a thinking loop, or seeking validation you won't accept? In this talk, psychological-researcher-turned-AI-startup-founder Chaehan So shares what building Virtual Friend revealed about creating AI for deep emotional conversations. You'll discover why common approaches like fine-tuning and RAG fail for psychological applications—and what actually works. Key takeaways: * Why "respond with empathy" prompts don't work (and what to do instead) * How to engineer psychological awareness into AI conversations * The hidden patterns that unfold across a conversation—revealing what someone can't say directly Whether you're building AI products, interested in mental health tech, or curious about the intersection of psychology and AI, you'll leave with practical insights applicable far beyond chatbots. **Speaker Bio:** Dr. Chaehan So bridges psychology and AI to create technology that genuinely understands people. As founder of Virtual Friend, he's building an AI companion specifically designed to support young adults navigating anxiety, loneliness, and life transitions—combining clinical listening techniques with cutting-edge language models. With a Ph.D. in Social Psychology, Dr. So brings psychological research methodology to AI development. His interdisciplinary background spans social psychology (Humboldt University Berlin), engineering (TU Berlin), and management (ESCP France), with previous experience as Assistant Professor of Information & Interaction Design at Yonsei University, South Korea. His mission: making AI that doesn't just talk to you, but truly listens.

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.

Melbourne’s property market is entering a **critical transition phase**. After years of uncertainty, shifting policy, and uneven performance across suburbs, **2026 is shaping up as a defining year** for property investors, renovators, and developers who understand **where to move — and when.** The question is simple: **Will you be early — or late?** **Melbourne Developer-Renovator Network Meetup** **Tuesday 17 February 2026** **NEW VENUE: Amora Hotel Riverwalk Melbourne** (Park Room) 649 Bridge Road, Richmond For our first Melbourne meetup of 2026, we’re bringing in one of Australia’s most respected **independent property market analysts** to deliver a **clear, data-driven outlook** on what’s really ahead for Melbourne property. **Featured Speaker: Brendan Kelly** **CEO, Property Predictions** **Director, Results Mentoring** Brendan will break down: • What the Melbourne market is actually doing right now (beyond the headlines) • The key economic, policy, and supply-demand forces shaping **2026 outcomes** • Which locations are positioned to **outperform — and which to avoid** • How different strategies (buy-and-hold, renovation, development) are likely to perform in the next cycle **Exclusive Bonus (Attendees Only)** Brendan will also reveal **two Melbourne/Victorian suburbs** he expects to **outperform the broader market in 2026** — areas that: • Are still under the radar • Are backed by real data (not hype) • Most investors haven’t moved on… yet ⚠️ These suburbs will **not be shared publicly**. **New Venue · Better Networking** We’re excited to announce our **new Melbourne home for 2026** at the Amora Hotel Riverwalk. ✔️ Comfortable, professional setting ✔️ Easy access from inner Melbourne ✔️ Arrive early for dinner or stay back for drinks ✔️ Network with active investors, renovators & developers **Secure Your Seat (FREE) – In-person or Zoom** This session will fill quickly – especially with forward-looking market insights involved. If you can’t attend in person, you can still join us on Zoom. **[RSVP now (free)](https://events.resultsmentoring.com/meetup-vic.html?utm_source=meetup&utm_campaign=drn)** Book your spot to stay ahead of Melbourne’s next property phase and avoid costly timing mistakes. **FAQ's** **-> Can I bring someone else along?** Yes, you are welcome to bring anyone who is interested in property investing, renovating, developing - it's all about learning and networking with like-minded investors. Please ask them to RSVP so that we know how many people are coming. **-> What are you selling?** Nothing, these meetups are all about learning and networking with like-minded people. **-> What are my Parking options?** There is plenty of parking in the street. We look forward to seeing you there. Best regards, – Tony P.S. If you’re investing in Victoria in 2026, this session could save you years of trial-and-error by getting your timing and location right upfront. **PPS** You can attend in person or online by **[clicking here](https://events.resultsmentoring.com/meetup-vic.html?utm_source=meetup&utm_campaign=drn)**

Happy New Year Legends! With 2026 well under way now, it’s a great time to pause and see if we have everything we need to make 2026 a kick ass year. To do that, we need to know what we want. Susan will be guiding through some reflection time, a chance to consider where you are at and what you most want from the year ahead. Together we will set some intentions and paths forward. If you aren’t sure what you want from the year ahead, or how to get it, or just want to connect & network with some like minded folks this session is for you! **Agenda (time in Melbourne/AEST)** * 5:15pm Networking * 5:45pm Welcome * 5:50pm Main Presentation & Workshop * 6:30pm Come back together & Share * 6:45pm Networking * 7:15pm Close **This will be a HYBRID event.** **Zoom link -** To be posted 1hr before event starts. **In person attendees -** Someone will be in the lobby to let you up to the meet up floor via the lifts near Australia Post. Contact organisers on the community Slack (preferred) or Meetup if you need access to the venue after 5:45pm **Our Speaker** **Susan Brander** Susan is currently the co-founding CTO at Kaleida, a start up that is passionate about building diverse, high performing tech teams that represent the Kaleida-scope of society. She has a strong history of leading teams that balances the need to experiment and learn in an emerging market with reliability expected of customer focused systems. She is also an organiser of Tech Leading Ladies, a community focused on bridging the gender gap in technical leadership.

**Who might want to attend -** This meetup is open to everyone with an interest in Electronics, Robotics, 3D Printing, Laser Cutting, IoT, etc. Makers with interests in Arduino, ESP8266, ESP32, Raspberry Pi, Pi Pico, OrangePi, etc. are invited to bring along their projects, project ideas and come connect with other makers. Get your questions answered, show off the work you are doing and get support to resolve nagging issues. Come to MMC Group to explore opportunities for collaboration on Open Source, Open Hardware platforms including getting assistance on projects you are working on. Attendance to all our events is free. **!!! Very Important !!!!** \- Please plan to be self sufficient in terms of hardware\, power cables\, internet access\, Raspberry pi\, Arduino\, USB cables\, etc\. The Makerspace does provide limited access to hardware \(Raspberry Pi\, Arduino\, electronic kits\, etc\.\)\. There are limited monitors\, so best to bring along a portable touchscreen LCD if you are expecting dedicated access to your Raspberry Pi\, etc\. We welcome makers of all ages, however if you are under 18 you will need to bring an adult along. The makerspace has a lower age limit of 14 (accompanied by an adult at all times). Check out learning resources at [https://www.kidzcancode.com/](https://www.kidzcancode.com/). 1. If you are getting started with the Arduino or the Raspberry Pi and need help picking a kit, join us at the discord and we'll help you pick one. 2. We recommend that you bring your Arduino, Raspberry Pi kits to the meetup. We will help you get started with your learning journey. 3. You'll need to do the hard work, read the documentation and follow the tutorials. We'll do our best to point you in the right direction. We keep in touch through discord. There are no costs to using, joining discord. Just download the client, setup an account and get chatting with the other makers at our discord group - [https://discord.gg/4FkrKJeNt5](https://discord.gg/4FkrKJeNt5) . **Come, make, create, share & learn -** Our meetups are a great opportunity to work on your project, ask questions, learn from others and share what you have learned with the others. Please bring along any projects you have built. The meetup is an opportunity to show off what you've built and seek help as required. You will need to bring along - 1. Your laptop with a Wifi hotspot for your Pi. Council internet access limits you to port 80/443. 2. Raspberry Pi, Arduino, ESP8266, ESP32 etc. along with the electronics or robotics kit you purchased to explore the fundamentals of electronics with the Pi, Arduino. 3. Bring along your robotics projects, doesn't matter if they are Arduino, Pi, ESP based. Showcase the work you've done. 4. A USB power bank so you can power your Raspberry Pi, Arduino. There is power available at the library but just in case. 5. A portable mini LCD / touch screen if you want to work on the Raspberry Pi or want us to help troubleshoot the Raspberry Pi. 6. A USB 5v, 3A+ Power Adaptor for the Raspberry Pi 2/3/4. For those with ESP8266, ESP32 boards (NodeMCU, Wemo, etc.) a 5v, 2A power supply with a micro USB port is recommended. For those with an Arduino a 5v, 2A regulated power supply with a USB Type B is required. 7. Ethernet cable if you have one and need to troubleshoot any connectivity issues with the Pi **Stay safe -** Please take a couple of minutes to read the foundation guidelines at - [http://rpf.io/safeguarding](http://rpf.io/safeguarding) **Location for the meetup -** The location for this meetup is : Melbourne narrm ngarrgu (NN) Makerspace Level 1 / 141 Therry Street, Melbourne VIC (adjacent to Queen Vic Market) Maps - [Google Maps Link](https://maps.app.goo.gl/QpF2SXtRTSAjHoMP7) **Chat with Discord** \- We keep in touch through discord \(Chat Server\)\. \- [https://discord.gg/4FkrKJeNt5](https://discord.gg/4FkrKJeNt5). **Volunteer @ CoderDojo Altona North** \- If you are looking for STEM related volunteering opportunities please check [https://altonanorthdojo.com.au/](https://altonanorthdojo.com.au/) and [ https://footscraydojo.com/](https://footscraydojo.com/) **Contact Details -** For any additional information please drop Geoff a note at "geoff dot lethbridge at gmail.com"

**AJ Bajada & Danidu Weerasinghe - What's new in Azure and GitHub** A fast, practical tour of the newest innovations across Azure and GitHub. We’ll break down the latest cloud capabilities, AI‑powered developer tools, security enhancements, and DevOps integrations that are transforming how teams build and ship software. **Dylan McCarthy - Managed DevOps Pools - Simplifying Build Agents for Azure DevOps** Managing build agents for Azure DevOps has always been a bit of a pain, requiring teams to create VMs or VM Scale Sets, maintain their images, manage spinning up and down resources to manage cost and build times. In this talk I want to show you how you can abstract away a lot of that pain by using Managed DevOps Pools. I will walk you through what the service is, it's features and then show you how to connect a pool to an Azure DevOps environment.

RSVP Codeword: DART Hack night is now known as Coding Night!! Let's get together and share what we are working on! This is a combined GDG Melbourne/Flutter Melbourne/CocoaHeads coding night. Members of all three groups will be attending. So only select to ATTEND on one of these groups event pages (not all of them) ! Coding Night is all about everyone learning, collaborating, sharing tips, tricks and very few (if any) presentations. Bring your laptop and a project you are working on or need help with, you can even bring your resume to get advice! Everyone is welcome to our all-ages alcohol-free event. Hosted in a professional environment to allow you to work on your project. Get help from industry experts who are on hand to help you out. Make sure you have your IDE (e.g. Android Studio) of choice already downloaded and installed and something you want to learn or work on. Doors open at 5:45 PM at our host the Mantel Group, Level 2/452 Flinders St Melbourne. Message via Meetup or Slack if you are arriving after 6:00 as the lifts won't let you up. The event will wrap up at 8:30. This is an in-person only event. If you have any accessibility requirements please reach out via the Meetup or Slack to the organiser group to discuss and we will do our best to help you out. 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, Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-february-coding-night-2/.

Please register for this event [here](https://factorhouse.io/events/melbourne-workshop-building-resilient-event-driven-systems-with-kafka-and-flink). **Go beyond theory and build a production-ready event stream** Join us for a practitioner-led, hands-on workshop where you'll design, build, and operate a complete real-time operational system from the ground up. We're teaming up with NetApp Instaclustr and Ververica to run this intensive half-day workshop. **What You'll Build** A resilient, real-time operational backbone powered by a Quarkus API, Kafka Streams, Apache Kafka®, and Apache Flink®. You'll implement a stateful order processing and inventory management system that processes live events in real time, the kind of critical infrastructure that powers payment processing, fleet coordination, inventory systems, and customer-facing applications across industries. **Two Architectural Patterns, One Mission** You'll implement and contrast two powerful approaches to building event-driven systems: **\- Pattern 1: Direct Event Publishing** Build a pipeline where the API writes events directly to Kafka, with a Flink job managing downstream state. Experience the challenges of application-level dual writes in real time. **\- Pattern 2: Change Data Capture \(CDC\)** Refactor for resilience by capturing database changes with CDC. Your API simplifies to database-only writes while Flink handles event publishing, demonstrating how CDC decouples applications from event pipelines and creates more robust data flows. **Operate With Confidence** Integrate **Kpow** and **Flex** to gain deep visibility into your Kafka and Flink data flows. You'll learn how to make your streaming systems more observable, accessible, and operationally efficient, skills that translate directly to production environments. **Who Should Attend** Software and data engineers, platform/SRE teams, and architects adopting streaming and event-driven architectures. Whether you're building payment systems, logistics platforms, or real-time analytics, this workshop gives you practical experience choosing the right patterns for your workloads. **Please note:** Spots are limited and attendees in engineering roles will be prioritised to ensure an optimal hands-on learning environment.

The Naarm Solarpunk Meetup presents this special event to kick-off 2026. Our two speakers will take you through the high hopes that many of us had for the impact of the web on society, and the reality of corporate enshittified platforms that are destroying our ability to connect with our communities while building every more polluting data-centers. Please join us for an interesting evening as we walk through these ideas and meet like-minded people who care about using technology in service of **Sustainable**, **Resilient** and **Just** futures. **Reclaiming the Open Web** [Milly Schmidt](https://www.millyschmidt.me/) In the 2000s, a generation of nerds got online and found a wonderful place where you could learn to code, make things, share your art, be part of communities and feel welcomed. We blogged, we vlogged, we shared, we posted, we followed and we were followed. We found a beautiful world where we could connect with our friends and make new ones, all across the globe, and find the people who liked the same things we liked and feel less alone. We signed up for platform after platform, excited about the promise of a hyper-personalised web, where we would see recommendations and content based on our specific interests. We knew there might be some risks, but we thought it was worth it. In the 20 years or so since then, things have changed. The platforms that once connected us have mutated, transformed under a grim late capitalist ethos to be not just extractive, but no longer even for us. How do we get out of this mess? How do we find our way back to the promises of the early web, where we could connect with communities, friends and family, find joy and creativity and learning? And more importantly, what principles should we hold to ensure we don't make these mistakes again? **Neighbourhood-First Software** [Jade Ambrose](https://jade.hopepunk.me/) A vibrant ecosystem of open-source alternatives to big tech walled gardens is a critical part of building the free and open internet that we want, but technical requirements mean that this software is often only run by a small group of skilled enthusiasts. Neighbourhood-First software is hosted in cycling distance of your house, by volunteers in your local community, for the benefit of those less technical. In this talk, Jade will present a manifesto of Neighbourhood-First software, and discuss how it can help support local-first software, the Fediverse, and other key open source initiatives while also providing local resilience in an age of climate uncertainty. \-\-\- These talks were both previously given at Everything Open 2026, and don't require technical knowledge. We will provide some plant-based nibbles. Probably not enough for dinner, please feel free to bring anything of your own that you'd like to eat. This event will be hosted on the stolen, unceeded lands of the Wurundjeri people of the Kulin Nation. **Always was, always will be, Aboriginal land.** **Accessibility info:** Balam Balam place is wheelchair accessible via lift. Wide corridors and accessible toilets are situated on each level. The grounds are entirely accessible via flat concrete paths and ramps. Mask wearing is very welcome. Our speakers will be unmasked while presenting. Please let us know if there's anything we can do to help you feel more able to attend this event.

Starting the year with exciting topic: * **Topic:** Event Streaming with GCP DataFlow * **Date:** Thursday 19th February 2026 at 6.00 pm - 8.00 pm * **Networking:** 6 pm - 6.30 pm and 7.20 - 8 pm * **Presentation Time**: 6.30 pm - 7.20 pm *(includes welcome, presentation 30 mins & community marketplace)* * **Location:** Fabric Group, Level 9, 446 Collins Street, Melbourne VIC 3000 * **Ticket:** Free of cost, however, registrations and RSVP are required! * **Sponsor:** Fabric Group, Thoughtworks **Event Streaming with GCP DataFlow** Learn about real time event streaming using GCP stack! This scalable event consolidation service orchestrates the real-time processing of millions of distributed data points into unified events. Built on GCP Dataflow and Pub/Sub, the architecture ensures high-throughput stream processing and seamless data synthesis for complex, distributed environments. ### **About The Speaker** *Abhishek is a Lead Software Engineer at Fabric Group with over 10 years of industry experience. He has worked extensively on data engineering problems, building ETL solutions and scalable event-driven systems. His interests include infrastructure automation and designing cloud-native solutions on AWS and Google Cloud.*

Hey all, please join us for our February 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: Easygo 😊 💬 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:** 🎤 Anirban Roy Chowdhury, SD2 - Data engineering @ Easygo **Talk Title**: Multi tenant/region data engineering **Talk Summary**: Servicing multiple markets and challenges faced in multi-tenant architecture. **Speaker Bio**: Anirban is a versatile data professional with cross-industry expertise. Beginning his career as a software engineer at BlackRock in Delhi, India, he pursued his passion for data by relocating to Australia to earn a Master's in Data Science from Monash University. With experience spanning retail, consultancy, and real estate technology sectors, he specialise in bridging the gap between data insights and business outcomes. His work focuses on empowering organisations to implement data-driven decision-making processes that deliver measurable results. Through his practical approach to data engineering, he helped his teams to transform raw information into strategic assets that drive business growth. 🎤 Muhammad Ali, Sr. Solutions Architect at ClickHouse **Talk Title**: Engineering for Real-Time User-Facing Analytics **Talk Summary**: Building a dashboard for a dozen internal analysts is a solved problem. Building an analytical feature for a million concurrent users is an engineering nightmare. The fundamental laws of data processing change when we move analytics from the "back office" to the "front end”. In this session we will discuss engineering demands for building web facing low latency realtime analytics, and how to accomplish it without breaking the bank. **Speaker Bio**: Architecting the next generation of real-time AI workloads and observability 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...

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. (NOTICE - Location change!) This session will be at the Karl Road Branch of the Columbus Library in the Conference Room 2.

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

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.transformlabs.com/services)