Drones Melbourne

Let's build: A.I/ML/Robots using Google Colab and Aiko Services

**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 !

Build Production-Ready AI Agents on AWS with Amazon Bedrock AgentCore

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.

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 updating throughout the month with more speakers and our speakers so far this month include: * **Zé Mané, Cybersecurity Specialist** **Well-Architecting and Scaling my Life: How AI Helped Me Optimise and Thrive as a Digital Nomad in Oceania** A talk about balancing a demanding tech career, building a startup fully hosted on Amazon Web Services, and living as a digital nomad across New Zealand and Australia. * **Mystery Speaker** **Well-Architecting AWS Marketplace** In this talk we will dive deep into the good, the bad and the ugly of AWS Marketplace, how to maximise traction and minimise the gotchas. 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 :-) (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)

Melbourne AI Enthusiasts x AI Engineer Melbourne — AI Week 2026

You've built the POC. Leadership loved it. Now what? The gap between a working AI demo and a production system is where most projects quietly die. This event tackles the hard part, the decisions that come after the proof of concept gets the green light. Hosted by Zendesk! **What we're covering:** 🏗️ Architecture decisions that don't show up in tutorials when to build, when to buy, when to stitch things together 💰 Cost and efficiency trade-offs, what it actually costs to run AI at scale, and how teams are managing it 🔒 Governance and guardrails, who owns the model in production, and what happens when it breaks 🎤 Talks, panel, and Q&A from practitioners who've shipped AI into production, not just theorised about it **Our panel of experts:** * Darragh Kennedy, Director - Software Engineering, Zendesk * Fernando Mourão, Head of Responsible AI, Seek * Brad Ryan, Chief AI Officer, i-screen, Ex AI Lead - AWS * Romina Sharifpour, AI Engineering Lead, CBA **Details:** 📅 Thursday 4 June 2026 🕕 6:00 – 8:30pm 📍 Zendesk Office Level 13/550 Bourke St, Melbourne VIC 3000 **Format:** Talks + Panel + Q&A (6:00–7:30pm) → Networking & drinks (7:30–8:30pm) This event is part of AI Week Melbourne (June 1–7) and is run in partnership with Web Directions / AI Engineer Melbourne. Whether you're an engineer wrestling with inference costs, a leader trying to get your AI strategy past the pilot stage, or just curious about what production AI actually looks like, this one's for you. Spots are limited. RSVP to secure yours.

Women’s circle: money mindset

Welcome to the Money Mindset Circle - a warm, supportive space for women who are actively learning, growing, and reshaping their relationship with money together. This isn’t an expert-led workshop or lecture. Instead, it’s a genuine circle of women showing up honestly, sharing challenges, celebrating wins, and keeping each other accountable on our financial journeys. Recent feedback from our community survey asked: Which women’s circles do you want to see? The top request, by far, was for a Money Mindset Circle - and that’s exactly what we’re creating together. We’ll gather over dessert, with delicious tiramisu to share as we talk, connect, and grow. In this circle, you’ll find: * A judgment-free space to talk openly about money hopes, fears, and habits * Shared learning as we explore budgeting, saving, investing, and mindset shifts * Gentle accountability partners who cheer you on and call you in when you drift * Real conversation, not perfection - just women growing alongside each other If you’re ready to build a healthier money mindset with a community that gets it (and loves tiramisu), you belong here. Let’s grow our financial confidence - together, one sweet bite at a time. P.s. this is a space for conversation, not pitches or sales scripts.

Mel<video> with Netflix, Fastly and Eluvio @ Kick HQ. Melbourne Video Tech

We are back for our second of four meetups in 2026. Whether you’re deep in the code or just curious about the future of streaming, it's a perfect chance to grab a slice of pizza, a cold drink, and catch up with the local engineering scene, make some friends and check out Kick.com (Easygo) HQ. Talks in May are from two leaders in Video Technology Industry sharing: **[Garrett Singer (US Remote) - Software Engineer @ Netflix](https://www.linkedin.com/in/gesinger/)** Garrett shared technical strategies and insights on reducing toil and debugging video-related operations in software engineering pipelines. **[Zac Shenker (US) - Senior Director, Media Strategy @ Fastly](https://www.linkedin.com/in/zacshenker/)** We’re making the most of a rare visit from the States from Zac Shenker- a genuinely great guy and renowned leading expert in video streaming who is currently shaping the industry's most ambitious new streaming architectures by drawing on his experience from events like the Super Bowl. **[Sean Curran - APAC Director @ Eluvio](https://www.linkedin.com/in/curransean/)** *Kill the Encode Farm: The Case for Just-in-Time Video* Eluvio is a decentralised, blockchain-backed distribution network that replaces traditional CDNs and cloud stacks by streaming premium video directly from source objects with just-in-time transcoding and built-in monetisation. 📍 Easygo – 271 Collins Street Melbourne 📅 Tuesday 26 May, 6:00–8:00pm 👉 RSVP is essential for Easygo building access **Sponsors** Our thanks to **Easygo** for hosting and sponsoring pizza + drinks at the venue. Melbourne Video Technology is a volunteer group, as part of many groups independently run around the world. Tonight’s hosts will be: [Jeremy Brown - Kick](https://www.linkedin.com/in/jeremybrownau/), [Nick MacPherson - Fastly](https://www.linkedin.com/in/nicholasmacpherson1/) and [James Broberg - StreamShark](https://www.linkedin.com/in/james-broberg-8654052/)

The Key To Making Money - Free Talk

Why do we find it hard to make money, while others are flourishing and prospering? Is it just that some were born lucky? No. Do some people just have a natural talent? No. It comes down to the art of communication. One's ability to communicate will determine how successful one will be, not only in business, but life as a whole. We will be covering different avenues of communication, and what you can do to bring change to your life. ------- The talk will go for roughly 45 mins, give or take. We will then proceed to do a Personality Test which will really break down what areas in your life you are lacking in, and can then get the appropriate tools to assist you.

Building the wrong things faster. AI and the Build Trap

**🏢 Hosted at:** Fabric Group **🚀 Building the Wrong Thing Faster: AI and the Build Trap** AI has dramatically compressed the time it takes to build software. But it hasn't stopped us building products that nobody wants. If anything, it's accelerated the problem - to the point we've invented a new word for the output: ***slop***. Drawing on observations from Brendan's consulting work and conversations with friends at ***Google, Meta and Spotify***, He'll explore how this ***isn't really a new problem*** and why now, more than ever, we need human centricity, sound product strategy and product discovery. **🎤 Speakers:** ***Brendan Marsh*** is a Product & Org Advisor and Director at ***Organa***, where he helps organisations improve product strategy, org design and execution at scale. He previously served as ***Chief Product Officer*** of a mental health non-profit and spent five years at ***Spotify*** during its hyper-growth phase, first as an ***Agile Coach*** supporting innovation and product discovery teams and later as a ***Product Manager*** responsible for the Mac and Windows clients (40M+ MAU). ***Ruben Cardoso*** is the ***Head of Product & Design*** at ***Fabric Group***. An experienced UX/UI designer specialising in product design and delivery, with a strong track record running discovery-to-delivery cycles for large enterprise clients. ***Dzmitry Yaltykhau*** is the ***Delivery Practice Lead*** at ***Fabric Group.*** Leads large-scale product design and delivery programs end-to-end from presales through discovery, build and rollout while driving best practices, coaching and AI-accelerated ways of working across the team. **🗓 Agenda:** Arrival and light refreshments Featured Talk Panel discussion with contributions from Fabric and the audience

Women in Cloud - Building Resilient AI

We’re excited to bring our community together again — this time with a focus on **Building resilient AI**. As LLM-powered applications move from experimentation to production, a new challenge emerges: **how do we secure what we don’t fully understand yet?** In this session, we’ll explore two critical layers of AI defense—**protection** and **proactive testing**—through real-world practices and practical demos. **Topics** **1\. Shielding your LLMs with AWS Bedrock Guardrails** Ever felt like deploying an LLM is a bit like letting a genius but unpredictable intern talk to your customers? Join me as we explore how to move past the unregulated nature of unregulated AI using AWS Bedrock Guardrails. We’ll dive into the six pillars of AI safety and deploying guardrails to build AI that isn't just smart, but is fundamentally trustworthy and brand-safe. **About the speaker** [Maitreyi Singh](https://www.linkedin.com/in/maitreyisingh/) is a Data Scientist at [REA Group](https://www.realestate.com.au/), currently working on developing AI agents and intelligent systems. She has experience in Generative AI and enjoys exploring innovative applications of AI in real-world solutions. Outside of her professional work, Maitreyi enjoys painting as a creative hobby. **2\. Red Team Your LLM App Before the Bad Guys Do** As LLM-powered apps become more common, they're also becoming bigger targets. Prompt injection, jailbreaks, and harmful content exploits are real threats — and most developers don't discover them until it's too late. In this talk, we'll cover why guardrails are essential for any production LLM app, and why red teaming is one of the most effective ways to uncover vulnerabilities before bad actors do. We'll then put theory into practice with a live demo: a vibe-coded AI app on Amazon Bedrock, attacked using an open source red teaming tool — first without guardrails, then with them. The difference will speak for itself. **About the speaker** [Vanessa](https://www.linkedin.com/in/vanessa-kong-8069601a7/) is a Senior Product Security Engineer at [REA Group](https://www.realestate.com.au/) with five years of experience spanning cloud infrastructure security, security tooling and automation, and AI security. She specialised in building secure systems end-to-end, automating security workflows, wiring up tools to catch issues earlier in the pipeline, and exploring the evolving security challenges that come with AI-powered applications. She loves getting into the weeds of how things break — and helping people build them more securely. **Agenda** 5:30pm – Food and networking 6:00pm – Presentation 1. Shielding your LLMs with AWS Bedrock Guardrails 6:30pm – Presentation 2. Red Team Your LLM App Before the Bad Guys Do 7:00pm – Networking We’re incredibly grateful to our sponsor — [REA group](https://www.rea-group.com/) for supporting our community and making this event possible. Join us for an evening of learning, meaningful conversations, and great company, we can’t wait to see you there!

General session

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.

Zero Latency VR

Melbourne Cocoaheads Social Night

Come along and join in a relaxed evening of dev and tech talk, drinks and dinner.