Architecture Groups Melbourne
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Networking Drinks + Panel Discussion - WIA - Melbourne
Wed, Dec 2, 6:30 AM**FromHereOn** is proud to sponsor this special EOY event with **Women in Architecture Australia (WIA)** in Melbourne **Panel Guests & Networking Event** Join us for our annual end-of-year event, an evening of honest conversation, shared experiences and community connection as we explore: #### Architecture Under Pressure: People, Priorities and AI This event is open to everyone—women, men, and supporters of diversity. Connect with like-minded professionals, build meaningful relationships, and unlock new opportunities. Please make sure to **register on Humanitix** (RSVP on Meetup won’t secure your spot): [https://events.humanitix.com/eoy-networking-event-in-melbourne](https://events.humanitix.com/eoy-networking-event-in-melbourne) Enjoy food and drinks while connecting with peers and gaining insights from our panelists. This is a fantastic opportunity to engage in meaningful discussions, expand your network, and be part of the conversation shaping the future of Women in Architecture. **Find out more details here: [https://events.humanitix.com/eoy-networking-event-in-melbourne](https://events.humanitix.com/eoy-networking-event-in-melbourne)**

Welcome to the next 2026 AWS Melbourne Well-Architected User Group Meetup!
Tue, Nov 24, 6:30 AMHi Architects **(NB; this month's Meetup is on a Tuesday)**, 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: * **Nitin Yadav, Principal AWS Architect, Nuvrix** **Ensuring Business Value through Well-Architected AI Projects** Nitin has been unpicking the importance of business value, financial metric tracking and ROI etc associated with AI projects and the importance thereof. * **Mystery Speaker** **AWS Well-Architected Agent Review** AWS has recently released the AWS Well-Architected Agent and will soon be releasing additional agentic tools to programmatically establish alignment with best-practices - we dive deep and break it down but with more and more programs leveraging Well-Architected, it will be interesting... This month's menu will include: * Pizzas * Beer * 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 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

Neural Processing from the Ground Up, & Phoenix Architecture
Tue, Nov 17, 7:00 AMThe 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 **Tristan Penman: "Neural Processing from the Ground Up"** **Talk description:** Have you ever wondered how an NPU or TPU works under the hood? A lot is written and said about how these purpose-built chips can accelerate neural networks, but not so much about how they actually work. In this talk we'll see how, starting from basic operations like dot products and matrix multiplications, we can implement non-trivial model architectures such as CNNs and Transformers. From there, we'll see how those same techniques are applied in real embedded NPUs and data-centre scale TPUs. Some concepts we’ll touch upon include systolic arrays, tiling, and the impact of memory hierarchies. Code examples will be shared where possible, along with diagrams to help build intuition. **Speaker bio:** Tristan is a Principal Engineer at a Melbourne-based EdTech startup. His recent work centres around bringing AI to the classroom, in ways that improve learning outcomes, increase student engagement, and minimise strain on teachers. In his spare time, Tristan dabbles in reverse engineering, hardware hacking and FPGA design. **Raúl V: "Phoenix Architecture"** **Abstract:** Drop the code, (re)generate specs that are well defined for (multi) agents to replicate every single time. Machine code is no longer scarce and increasingly disposable. The limiting factor is no longer writing software, but understanding, evaluating, and governing it. **Speaker Bio:** Raúl is the solopreneur founder of Quantaliz, a private AI software development. He is a neerk (nerd + geek) systems engineer, always looking to learn, explore, exploit the most out of the computers.

End of year drinks in Melbourne
Wed, Nov 25, 7:00 AMMelbourne people, please join us for an in-person get-together to celebrate another year of working in content strategy and design. We have space reserved at Mr Wilkinson, a friendly, relaxed and accessible bar in Brunswick East. Pizza and snacks are available. For those outside Melbourne, sorry you'll miss out this time (unless you book a flight). We'll see you for more great online events from February 2027.
Botanical Gardens in Mono and Christmas lunch
Sat, Nov 28, 11:00 PM
Walk from Sandringham Rotunda to Middle Brighton Baths and back
Sat, Nov 14, 10:30 PMDoes anyone want to take a walk from the rotunda in Sandringham along the Bay Trail up to Middle Brighton Baths then back again? Could stop for refreshing drinks/lunch... Weather dependent of course. Walk takes roughly an hour each way.
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