Architecture Groups Melbourne

Inaugural Melbourne E&U Data Connect

Welcome to the first Energy & Utilities Data Connect Melbourne meetup! This group is all about bringing energy & utilities professionals together to share real-world data + AI wins, lessons learned, and what’s actually working across the industry. The idea is simple: a regular, in-person evening where people working on real energy and utilities data problems can share what they are building, what worked, and what did not. Expect practical talks grounded in actual use cases (e.g., grid and asset data, forecasting, smart meter and time-series data, field operations, AI on operational data), followed by time to talk to people who understand the problems you are working on. For this first one we are keeping it simple - a short intro to what the group is about, one or two talks, and plenty of time to meet each other. Speakers are being confirmed and we will update this page as the agenda firms up. Who should come: * Data engineers, analysts, scientists and architects in energy, utilities and water * Data and platform leaders shaping strategy in the sector * Anyone curious about how the industry is actually using data and AI (all experience levels welcome) Huge thank you to Thoughtworks for hosting us at their Melbourne office! Hope to see you there!

Sunday Coffee & Making Modern Melbourne Free Exhibition

Please register here for FREE entry: [Events & Workshops — Melbourne International Network](https://melbourneinternational.network/events) This free exhibition at Old Treasury Building examines the tumultuous century that was to come, with two world wars and a Depression. But also, a ‘long boom’, multiculturalism, rights for all citizens, increased public transport and heritage laws which would protect the historic buildings we still have today. In the exhibition highlight, compare historical photographs of Melbourne with recent images captured by local photographer Sarah Pannell. Discover a city with building heights limited to the length of the fire brigade’s ladder (12 storeys) grow so that skyscrapers dominate the skyline. This is a must see exhibition for all Melburnians. \*Please meet at the front of Old Treasury Building. We can all grab a coffee from across the road after the exhibition.\* For full access to our events and programs including gala nights, please sign up as a paid member on our portal: [Membership Plans — Melbourne International Network](https://melbourneinternational.network/membership)

Welcome to the next 2026 AWS Melbourne Well-Architected User Group Meetup!

Hi Architects, Welcome to our next AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. **Please also note that AWS Security now requests a company name and company email where it is available. If you are a student, please list your institution and your student email address at that institution 👍** We'll be announcing more speakers on [https://well-architected.me](https://well-architected.me/) and previewing presentations during the coming weeks - our speakers and details this month include: * **Mystery Speaker** **Generative AI Cost Optimisation (Part 2)** Cost Optimisation is essential but with all the anecdotal stories of massive token budget blowouts, staying on top of Generative AI best-practices is essential to avoiding these scenarios. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-) Tired of Linkedin’s "thought leadership”, spam and advertising? Join https://well-architected.me/ , the AWS community built for architects, developers and cloud professionals. * Connect with experienced AWS practitioners * Preview upcoming AWS Meetups and relive past content * Create and review beautiful AWS case studies in minutes * Prepare for AWS certifications with curated quizzes * Show your manager and reports you’re well-architected (Please note that by registering to attend you agree to your details being shared as and where required with Amazon Web Services and AWS Well-Architected User Group partners) in

Women in Cloud - Building on AWS

**📍 Please note: This event will be hosted at the AWS Melbourne office. To arrange office access, please complete this [form](https://docs.google.com/forms/d/e/1FAIpQLSfPM_1FXJVi6R5VkLL6V6pfZNkNYeJyI6N39DECEJNd6G8IYQ/viewform?usp=dialog) by 12pm on 12 October. You must also bring a valid government-issued ID on the day of the event.** Join us for an evening of learning, networking, and knowledge sharing as we explore how organisations build resilient, reliable, and scalable cloud platforms on AWS. First, we will take you through **resilience in AWS**, exploring fault isolation, static stability, multi-Region architectures, and the patterns that help mission-critical workloads maintain availability through disruptions. Then we will focus on **agent design**, using AWS Bedrock AgentCore. Whether you're working in cloud, DevOps, platform engineering or simply keen to expand your knowledge of modern cloud technologies, we'd love to see you there! **Topics:** **1\. Reinforcing Resilience in the Real World with Static Stability\, Fault Isolation and Multiple Regions** At AWS, based on years of working with customers, resilience is viewed as a continuous process. In this session, we'll explore how to design with AWS fault isolation boundaries, building on the concept of static stability to achieve predictable recovery times and high availability. We'll look at how AWS Regions are designed and operated for resilience, as well as key architectural patterns that AWS services use to maintain operations through disruptions. The session will provide practical insights into foundational patterns that enable mission-critical workloads to maintain availability at scale, along with best practices, design principles, and sample architectures to help you meet your resilience requirements effectively. **About the speaker** [Anshika Gupta](https://www.linkedin.com/in/anshika-gupta-18b469148/) is a Technical Account Manager for ANZ at [AWS](https://aws.amazon.com/). **2\. Your next oncall buddy is an agent \- here's how to design it** What if your next oncall buddy could investigate incidents, gather evidence, reason about likely causes, and recommend the safest next step? In this whiteboard style session, we’ll use a familiar production incident to explore how to design an agent’s decision loop: what it should know, remember, do, and when it should stop or escalate. Along the way, we’ll map those design decisions to Amazon Bedrock AgentCore capabilities such as Runtime, Memory, Gateway, Policy, Observability, and Evaluations. The goal is not just to build a smarter agent, but to design its agency deliberately. **About the speaker** [Cathy](https://www.linkedin.com/in/geeklady/) is a Senior Cloud Consultant at [Mantel](https://mantelgroup.com.au/) and and an organiser of Women in Cloud Meetup. **Agenda:** **5:30pm** – Food and networking **6:00pm** – Presentation 1. Reinforcing Resilience in the Real World with Static Stability, Fault Isolation and Multiple Regions **6:45pm** – Presentation 2. Your next oncall buddy is an agent - here's how to design it **7:10pm** – Quiz **7:20pm** – Networking We are incredibly grateful to our sponsors **[AWS](https://aws.amazon.com/)** (looking forward to explore their beautiful Melbourne office), **[HAL Systems](https://www.halsystems.com.au/)** and **[REA Group](https://www.rea-group.com/)** for supporting our community. Join us for an evening of learning, meaningful conversations, and great company. We can’t wait to see you there!

Sketching at Bundoora Homestead

Hey Guys, For this event, we'll be sketching at Bundoora Homestead. A Queen Anne Federation styled, heritage home built in 1900 on Wurundjeri grounds by John Matthews and Vincent Smith. The property had previously served as a family home and repatriation facility before being refurbished as a public gallery in 2001. **Meetup Details:** We'll be meeting at the centre entrance at **11:00am** before making our way to the Cafe (adjacent to the exhibition entrance.) I've booked a table for 11 people. You guys can chill, draw, have something to eat/drink, and soak in the view of the Mansion gardens before viewing the exhibition upstairs. Or if you want, do it the other way around. *If you're looking to eat something substantial, I highly recommend having lunch beforehand as the cafe only serves light refreshments* **Public Transport and Parking:** **Route 86 tram** You can get off either at **Mt Cooper Dr** or **Greenwood Dr** to get to the homestead. **Mt Cooper Dr** (quicker route in my opinion) * Turn **Right onto Mt Cooper Dr** * Turn **Left at Boadle Rd** * Turn **Right on JV Smith Street (no through Road)** * **Walk Right on Snake Gully Dr** till you see a **wooden gate**, the main entrance is accessible from there. **Greenwood Dr:** * Turn Right onto Greenwood Dr and continue straight down the pathway near the cricket grounds till you see the homestead. **Parking:** * Parking is located directly in front of the venue and it's free :) Looking forward to meeting you guys there :)

GenAI Maturity: From Demo to Reliable Production and Agentic Engineering

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 **Gilbert Pochet: "GenAI Maturity: From Demo to Reliable Production and Agentic Engineering"** **Talk Description:** GenAI has made it easy to build impressive prototypes. The harder challenge is turning them into reliable production systems. Many projects stall because teams cannot prove business impact or lack the engineering practices needed to evaluate, operate and maintain them effectively. This talk explores that gap, from measurable outcomes and evaluation to production engineering discipline. It then looks at agentic engineering as the next step: using coding agents to accelerate delivery while keeping clear plans, objective verification and human accountability. The goal is to move from “this looks useful” to “this creates measurable value in production” and then deliver that value faster without losing engineering quality. I would structure the presentation around just four sections: * **1\. The prototype trap**: impressive demos are easy, production value is not. * **2\. Prove the impact**: business metrics, baseline, measurable outcome, evaluation. * **3\. Build for production**: reliability, observability, acceptance criteria, deterministic checks, maintainability. * **4\. Scale the engineering team**: agentic engineering, development plans, verification, architecture preservation, faster delivery with quality. **Speaker bio:** After studying Computer Science, I pursued a Master’s degree focused on Machine Learning and AI because early in my career I saw how inefficient and manual many organizational processes still were, and became convinced by AI’s potential to transform industries and solve problems beyond the limits of traditional software. Over the last 12 years, working across North and South America, Germany, and Australia in enterprises, startups, and later as a CTO, I’ve focused on turning complex AI systems into real products that drive growth and impact. Throughout this journey, I’ve contributed to organizations including SEEK, oOh!media, and Mr Yum. Over time, I realised the biggest challenge in AI is not only building the technology, but helping organizations align execution, trust, and decision-making. That pushed me to combine AI engineering with strategic execution, stakeholder management, negotiation, and leadership to move AI initiatives from ideas into scalable production systems.

Tour of our Makerspace

Have you been interested in woodworking, 3D printing, CNC, cosplay or Electronics? Come visit Maker Community to get a tour of our space, learn about our memberships, have a chat with our members and discuss your dream projects.

HumanArt Fine-Art Nude Photography Lighting Workshop

**Featured model Saskiamuse** This is not another portfolio build. The aim is to teach you actual lighting techniques to elevate your photography to award winning levels over an intense 3 hours of creative lighting techniques. • 3pm: Half hour group chat about finding your own creative style. How to be an ethical photographer. Growing trust in your brand. (3pm to 3.30pm) • 3.30pm-5:30pm: 3 hours Fine Art Nude with Strobe Lighting setups Time: 3am to 5,30pm (3.5 hours) Date: Sunday 11, Oct 2026 Price: $245 per person ( limited spaces up to 8 attendees) Location: TDA Studio. Factory 4, 200 Chesterville Road, Moorabbin Enquiries: Instagram via either @nicks_lensart or @humanart_1 or email to [nick@ncpdesign.com.au](mailto:nick@ncpdesign.com.au) Things to bring: Your own DLSR or mirrorless camera capable of mounting a strobe trigger. Camera card and spare batteries. ##

MALAYSIAN

Melbourne CocoaHeads No. 200

Our **200th** monthly presentation night, on the second Thursday of the month from 6:30pm! 200 events is not a small number! A big thanks to our community for supporting and attending the events these past 19 years. We won't be celebrating too much on the 200th though — we'll save the big party for our **20th anniversary**, next year. 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 \| Amy Delves — Evaluations of chat interactions \| \| 7:15pm \| TBC \| \| 7:55pm \| Wrap up \+ social time at a nearby venue \| \* All times except the start 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.

'GENESIS' - The Generative AI Filmmaker's Networking Event

**Welcome to 'GENESIS' - The Generative AI Filmmaking Networking Event!** ***THIS MAY BE A LIMITED EVENT - PLEASE MAKE SURE TO RSVP.*** This group is for individuals interested in exploring the intersection of generative AI technology and movie making. Whether you're a filmmaker eager to discuss movie production, a technician looking to collaborate, or simply wishing to learn more and discuss AI in film, this group is for you! Join us at the Emporium food court (located behind Grill’d Burger Restaurant in the CBD, not near Melbourne Station) to discuss AI technologies, workflows, productions, AI ethics, government responsibility and more. After 7pm, we continue the evening with Happy Hour drinks at a nearby bar and a chance to grab dinner together. Feel free to bring friends interested in AI filmmaking; it’s a great way to introduce new faces to our expanding network. RSVP to help us gauge attendance and become part of a growing network of film professionals and enthusiasts. Though the event begins in the afternoon, the relationships you build here can last well into the night and beyond. At 7 PM, we move to The Carlton Club, a five-minute walk away, where we continue networking in a more formal rooftop setting over drinks and food. This change of venue offers an ideal environment to keep conversations flowing. We want to foster a supportive network for creativity, film and television production, and collaboration between the world of cinema and AI. Connect with like-minded individuals and explore the exciting world of generative AI filmmaking together at GENESIS.

DDD by Night October - Hybrid event

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. **We have limited space on the night** \- it will be first in best dressed\. If you RSVP and you can't make it\, please update to give others a space\! **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 --> *to be announced* 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** **No Idea What I’m Doing: Shipping Software Anyway** James Westall 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. **Messy Bun, Messy Code but real Lessons - A hackathon experience** Hajra Parveen Akhtar A light hearted look at my hackathon experience with messy buns and messier code. I would like share about team work , problems solving under pressure, remote working and decision making in uncertainty. **Every village needs a Makerspace.** Kirsten Greed Now that Claude has sorted out my threading issues and memory leaks I no longer spend days coding in circles. I am too old for the hero's journey, but I find myself still needing people, place and projects **From dotfile Cruft to Fully-Fledged Projects: The Cases of Moonshine and Homegit** Javier Candeira I used to have a mess of dotfiles that just "worked for me". Now I have two repos with tooling that other people can use if they have the same needs as I do, or learn from as they build their own bespoke tools for themselves. This is the story of how I extracted Moonshine out of a janky script called *tv-session.sh*, and Homegit (temporary name) out of *alias homegit="GIT_DIR=\~/data/dotfiles.git GIT_WORK_TREE=\~ git"* **Lessons from Making Jira's Frontend Fast at Scale** Pushyami Gali Real stories from a multi-year performance push on a big, complex web app: how to find the real culprits behind a slow-feeling page, the patterns that moved the needle and why performance is less a project you finish and more a fire you keep putting out. **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** [Atlassian](https://www.atlassian.com/) **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)