Artificial Intelligence Applications

AWS Programming and Tools is hosting a special Kiro Night, a practical, fun, and fully hands on learning event focused on the Kiro Agentic IDE. This session is designed to be interactive and engaging, with two learning paths to choose from. A guided path will walk through the fundamentals, while an active path will have you building an application end to end. Whichever you choose, you will be coding along throughout the session. Expect a relaxed, builder friendly atmosphere with food and drinks provided. Perfect for anyone curious about agentic development or looking to learn Kiro in a practical way with the community. Bring your laptop and be ready to get hands on.

Hi Architects, Welcome to our first 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. Our speakers this month include: * **Mystery Speaker** **Can Cost Optimisation Improve your other pillars?** In this talk, we'll go through whether Cost Optimisation can improve your security, operational excellence, reliability, etc. and more importantly, how (spoiler alert - it can but it will be an interesting exploration). 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 :-)

Ahead of Valentine’s Day, join us at the Atlassian Melbourne office for an Atlassian Community Event exploring modern service management - and why the best service experiences feel a lot like great relationships. In the coming months, customers using Jira Service Management (JSM) will automatically get access to the ‘Service Collection’!  This will be rolled out in phases from February to June. 2026 If you’re already using JSM, this session will help you understand what’s included and how to make the most of it. We’ll explore the Service Collection and how Jira Service Management (JSM) and Rovo AI support modern, human‑centred service teams. Tools included in the Service Collection Jira Service Management (JSM)AssetsCustomer ServiceRovo AI We’ll keep this high‑level and practical, focusing on how these tools come together rather than diving into detailed configuration. Who should attend This event is ideal for: Executive Customer Service Desk Leaders ITSM practitioners Enterprise Service Management (ESM) teams Operations & Support Managers Service & Delivery Leads Atlassian Administrators People, HR, Legal, Facilities & Internal Services teams Anyone using or exploring JSM and AI‑enabled service delivery Presenters Chloe Martin – Senior Solution Engineer, Service Collection Micky Rathod – Senior Solution Engineer, Service Collection Host Michelle Letho – Head of Partnership & Strategic Growth, Willyama Togetha (Atlassian Partner) Details: Date: 11 Feb, 2026 5:30pm – Arrival, drinks & nibbles, Valentine’s‑themed service icebreaker, group photo 6:00–7:00pm – Presentation & Q&A 7:00–7:30pm – Networking Spots are limited – RSVP required. Agenda --- Hosted By Mit Tolia, Atlassian practice & capability lead With 20 years of consulting experience, I specialize in helping organizations leverage Agile and technology to drive business outcomes. Passionate about Agile Lifecycle Management (ALM) tools, I work with enterprises to implement Atlassian solutions that foster business agility, enhance collaboration, and provide meaningful insights for informed decision-making. As an Atlassian geek, my expertise spans the entire Atlassian ecosystem, with a focus on Enterprise Strategy & Planning, Cloud Migrations, and Agile Scaling. I have extensive experience in implementing Jira Align, Jira, Confluence, and Jira Service Management (JSM)—helping teams optimize workflows, inculcate the right behaviors, and scale Agile practices from the team level to enterprise-wide adoption. Always eager to explore new possibilities in the Atlassian space, I thrive on enabling organizations to build adaptive, customer-centric solutions that embrace the future of work and to build communities to constantly learn from each other. Bonnie Emmerson, Atlassian Community Champion Andy Fleming, Atlassian Community Champion Michelle Letho, Account Executive & Networking Junkie Michelle (Miche) Letho is the Melbourne Atlassian Community Event (ACE) Champion and an Account Executive at Willyama Togetha, Australia’s only Indigenous-owned Atlassian Platinum Partner. She helps organisations imagine, build, and scale better ways of working through Atlassian solutions that boost collaboration, visibility, and impact. A member of the Transformers Unite leadership team, Miche supports national change and transformation events that bring practitioners together to learn and share. With a career spanning tech, FMCG, a Startup founder and consulting, she blends commercial know-how with curiosity and heart. If she's not at networking events, outside work, she keeps busy ubering teens at calisthenics and netball. and recharges through yoga, Pilates and hiking. --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-melbourne-presents-service-collection-hearts-tickets-amp-happy-teams/.

This is the World Premiere, please check in - https://www.eventbrite.com.au/e/world-premiere-tell-me-more-unlocking-quantum-consciousness-tickets-1963694691684 We will meet in the Nova Bar from 5:30 p.m. onwards, please book your tickets early, Stefan - 0437777522

Come join us and practise public speaking! All levels are welcome. Take the first step to overcome your fears, build confidence and learn to speak with impact in a friendly, supportive and encouraging environment. Start you public speaking journey with us now to improve your communications skills and elevate all aspects of your life. Please arrive 10 minutes early so we can settle everyone in for a 5.30pm start. See you soon!

**Would you like to improve at public speaking, in a fun, supportive environment?** Come along to Toastmasters to learn how to write and deliver speeches, and have fun doing it! Please visit [www.maccabitoastmasters.org.au](http://www.maccabitoastmasters.org.au/) and register your interest to attend in person via the **Contact Us** tab on the webpage. We kindly ask that you arrive on time to avoid any disruption to the meeting. **About Maccabi Toastmasters** Maccabi Toastmasters encourages people of all ages and backgrounds to overcome public speaking nerves and to become confident and accomplished speakers! * Would you like to improve your public speaking and presentation skills for work or school? * How about overcoming the anxiety and challenge of providing constructive feedback and performance evaluations at work? * Maybe you're looking to change jobs and would like to brush up on your communication skills and really impress the interviewer? * Are you feeling anxious about an up-and-coming speech you have to give at a special event? A Birthday, Wedding, Anniversary, Bar Mitzvah/Bat Mitzvah, Engagement Party or Corporate function? * Would you like to improve leadership skills? * Maybe you're just looking to have fun by sharing your thoughts and stories in a entertaining and friendly social environment? If you answered YES or MAYBE to any of the above, then you've found the right club! Join us at our next meeting and see how friendly and entertaining our club is. Just come along and have some fun! **What to know before attending a meeting** Please **visit www.maccabitoastmasters.org.au/directions.html** for meeting information and directions. Our website is a great starting place to find out more about the club and what to expect when attending your first meeting. To assist us in running the meetings smoothly, we kindly ask you register your interest at least one day before attending. Please note that video recording of the meeting or speaker is not allowed, with exception granted only by written permission from the club executive committee.

### **The Vibe** Are you curious about AI and automation, or are you already building complex workflows in **n8n**? Join us for a casual, after-work gathering in the heart of the Melbourne CBD. This is an "open floor" event—no rigid slides or formal pitches. Just a group of locals grabbing a drink and talking about how we use n8n to reclaim our time and supercharge our businesses. ### **Who This Is For** * **The Curious/Newbie:** If you’ve heard of n8n but haven't started yet, come see what’s possible. No question is too basic! * **The Pro/Builder:** Share your latest "Agentic" workflows, swap tips on self-hosting, or help troubleshoot a tricky expression. * **The Business Owner:** See how Melbourne SMEs are using automation to handle lead gen, reporting (Looker Studio), and internal apps (AppSheet)

Join the Docker Melb Crew for a deep dive into the next frontier of AI: **Agentic Systems**. We are moving beyond simple chatbots to discuss how to build, containerize, and deploy autonomous agents that can plan, reason, and act. This session brings together Melbourne’s engineers and architects to discuss the unique challenges of running multi-agent workflows. We will explore how containerization provides the isolation and scalability needed for complex agentic architectures. **🚀 Powered by: The DGX Spark** We will demonstrate what happens when Agentic AI meets extreme compute. See how agent workloads perform when accelerated by the **NVIDIA DGX Spark** (GB10 Blackwell / CUDA 13). We will look less at the metal and more at how this level of throughput unlocks real-time reasoning and massive parallel agent execution and prototyping. **📅 Agenda:** * **Networking & Food:** Connect with the local AI and Cloud-Native community. * **Topic 1:** **Prototyping Local AI Agents with Docker and DGX Spark** Learn how to use the Docker ecosystem to build private, powerful AI agents that live on your own hardware, by [Thiago Shimada Ramos](https://www.linkedin.com/in/thiago4go/), Docker Captain * **Topic 2: First Steps with Containers** Short, fast-paced lightning talks from new Docker users sharing their first projects. * **Containerised ELT Architecture** * *Speaker:* [Rodrigues Lopes](https://www.linkedin.com/in/rodrigueslopesdataarchiect/), Data Architect (D2i Consulting) * *What you will learn:* A real-world guide to Modern Data Architecture * **Socializing:** Huge networking opportunity to discuss your AI stacks. **📍 Logistics:** * **Date:** Thursday, February 12, 2026 * **Location:** Microsoft Office, Melbourne * **Time:** 5:30 PM (Doors Open) **Who should attend?** AI Engineers, DevOps professionals, and System Architects looking to build and scale autonomous agent systems using modern container standards.

RSVP at https://www.meetup.com/melbourne-docker-user-group/events/312985492/ Join the Docker Melb Crew for a deep dive into the next frontier of AI: **Agentic Systems**. We are moving beyond simple chatbots to discuss how to build, containerize, and deploy autonomous agents that can plan, reason, and act. This session brings together Melbourne’s engineers and architects to discuss the unique challenges of running multi-agent workflows. We will explore how containerization provides the isolation and scalability needed for complex agentic architectures. **🚀 Powered by: The DGX Spark** We will demonstrate what happens when Agentic AI meets extreme compute. See how agent workloads perform when accelerated by the **NVIDIA DGX Spark** (GB10 Blackwell / CUDA 13). We will look less at the metal and more at how this level of throughput unlocks real-time reasoning and massive parallel agent execution and prototyping.

Wanna dance Salsa & Bachata this Valentine's Day? Traffic Light party dress code! Salsa & Bachata classes to start the party. SATURDAY 14TH FEBRUARY 2026 LATIN VIBES & ME GUSTA! MONTHLY EVENT VALENTINE'S DAY TRAFFIC LIGHT PARTY - BACHATA & SALSA Get set for our next event at our awesome new venue on 79-81 Fitzroy St, St.Kilda! We are once again collaborating with our friends at ME GUSTA! to bring you one huge party! Since it's Valentine's Day, why not make it a little more fun? It's a Traffic Light Party so the dresscode is... RED = Just here for the vibes, taken or N/A YELLOW = It's complicated (we've all been there) GREEN = Single and ready to mingle Dresscode is optional of course. Whether you're a complete beginner or a seasoned dancer, our doors are open to everyone looking to further their learning, have a good time & make friends. For this event we will be running 2 classes at 8pm, Salsa & Bachata open level. After classes we have four hours social dancing with Ducey Love & guests playing their favourite Bachata & Salsa. 8:00pm Bachata & Salsa classes 9:00pm -1:00am Social dancing First 2 hours 3:2 ratio Bachata:Salsa Last 2 hours 3:1 Bachata to Salsa If you love your Salsa make sure you're there from the start! We may also adjust according to the crowd on the night. Get set for a night of fun, laughter, and unforgettable moments at Latin Vibes! https://www.eventbrite.com.au/e/1982484946843?aff=oddtdtcreator

A deep dive into the People-first Leadership domain of the Business Agility model What leadership behaviours are necessary for your organisation to remain competitive in today's era of AI adoption — where technology is advancing faster than organisational leadership systems can adapt. In this interactive 60-minute session, you will deep dive into the People-first Leadership domain of the Business Agility Institute’s Business Agility Model, examining how leadership must evolve to enable effective, ethical, and sustainable AI adoption. AI doesn’t just change tools and processes — it reshapes decision-making, accountability, trust, learning, and power dynamics. This session explores how the leadership domain addresses those shifts through its underlying capabilities and observable behaviors, including: • Fostering authentic relationships in environments increasingly mediated by AI • Empowering with accountability when decisions are augmented (or automated) • Realising people’s potential as learning, judgment, and creativity become the human differentiators This is not a theory-heavy talk. The session is designed around dialogue, reflection, and shared experience, drawing on what participants are seeing firsthand as AI enters their organisations. What you’ll gain: • A clear leadership lens for navigating AI adoption beyond tools and frameworks • Insight into which leadership behaviors accelerate AI-enabled value • Practical takeaways and leadership experiments you can apply immediately The session will be facilitated by Leo Marando, leadership coach, experienced organisational design & transformation consultant, and co-organiser of MelBAM. Pizza and drinks will be provided, thanks to our sponsor, TeamForm 🍕🍻 — because the best learning happens through great conversations (and with a full stomach). Come ready to think, share, and rethink what leadership means in the age of AI.

**Collaborate, Share, Talk, Hack, Make, Break, Fix, Enjoy, Learn, Re-use, Contribute** Visitors and newcomers are very welcome, please see https://hackmelbourne.com/newcomer-faq/ for more details. Short walk from Glenferrie train station. Car parking at Hawthorn Town Hall or St Columbs St. Please pay attention to parking signs as the inspectors are always on the job. Bring a laptop and/or project you are working on. There is also a number of group projects that you are welcome to join in. 3D Printing, Laser Cutting, Electronics, Programming, Robotics, Prop Building, Costuming, Milling, Machining, Home Automation and more. The Connected Community Hackerspace (CCHS) is a community workshop, sometimes also known as a makerspace. We are run by members for members and are dedicated to providing facilities, tools and networking for members to achieve their projects. Our members work on personal and group projects. If you are interested in making/hacking join our Discord where like-minded people discuss their projects. See Discord link on our website. hackmelbourne.org Note - not all our members use meetup, so the RSVP's here dont reflect the total numbers.

**Melbourne Python's Meetup Feburary 2026!** We hope you had a wonderful New Year. As we step into 2026, we look forward to strengthening collaboration and learning within the community. We are back with our regular Melbourne Python meetups, starting this February. Join Melbourne’s Python community for another night of learning, sharing, and connecting. Whether you’re just starting out or you’ve been coding in Python for years, our monthly meetup is the perfect place to learn something new and connect with fellow developers. This group is for developers, data scientists, web programmers, and anyone passionate about Python. Join us to for the meetup to start the 2026. 📅 **When:** 5:30 PM, Thursday, February 12, 2026 📍 **Where:** Judo Bank, Queen and Collins Building Level 26/376-390 Collins St, Melbourne VIC 3000, Australia 👉 [https://maps.app.goo.gl/A9JQTYGrMqGn8AzAA](https://maps.app.goo.gl/A9JQTYGrMqGn8AzAA) **Note:** The entrance is next to Rustica Cafe. Press level 26 when you arrive, and you'll find us there! **Agenda for the Evening** **5:30 - 6:00 PM**: Networking, pizza, and drinks 🍕🍹 **6:00 - 6:15 PM**: Welcome and logistics 🎉 **6:15 - 6:45 PM** - **Talk 1:** David Colls - Head of Data @ MYOB on An EV trip planner for Australia. In this session, David will explore the applicability of this approach to related problems in EV network and fleet planning **6:45 - 7:00 PM**: Break – Refresh your drinks and connect with someone new! **7:00 - 7:30 PM** - **Talk 2:** Sakib Khan Inan - Graduate Research Fellow @ Deakin University on Time Series Data Analysis using Python. **8:00 PM**: Event conclude 🌟 **Special Thanks** 🌟 A huge shoutout to our sponsors **Judo Bank** and **AWS** for making this meetup possible. Your support means the world to us! **Interested in Speaking or Sponsoring?** We’d love to hear from you! Email us at **melbournepython@gmail.com** or fill out our speaker interest form at https://forms.gle/S5T1SL4ULY5aogf47. We can't wait to celebrate Python and the incredible Melbourne community with you. See you on February 12th! 🎉

Join us for a practical, founder-friendly deep dive into trademarks and brand protection with a licensed business and intellectual property attorney. **Speaker:** Gaea Kassatly Founder & Managing Attorney, GK Law Co. Startup & Intellectual Property Attorney In this session, we will break down what trademarks are, how they work, and how to use them strategically to protect and grow your brand. Whether you’re a startup founder, creative, or small business owner, this workshop will help you avoid common (and costly) trademark mistakes. ### **What we’ll cover:** * What qualifies as a trademark (and what doesn’t) * The core elements of a trademark, explained in plain English * Types of trademarks (word marks, logos, slogans, and more) * A detailed walkthrough of each trademark element * Non-traditional trademarks (sounds, colors, product shapes, trade dress, etc.) * Common trademark myths and pitfalls for small businesses * How to think about trademarks strategically as your business grows This is a paid event (small fee) to help ensure attendance and engagement. ⚠️ **Important note:** This event will be recorded. By registering and attending, you acknowledge and consent to being recorded. The session will include time for Q&A, and attendees will leave with a clearer understanding of how to protect their brand with confidence. 🎁 Bonus for attendees: Everyone who attends will receive a free consultation at the end of the workshop and will be entered into a raffle to win a free trademark clearance search (a $750 value).

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)

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

**\*\*\*\* More details and sign up at: https://aifalliance.org/summit-2026/ \*\*\*\*** **What is AI Freedom Alliance?** AI Freedom Alliance promotes the responsible growth of AI guided by practical, commonsense ethics. Our nonprofit is built by professionals from a wide range of industries and is made up entirely of small- and mediumbusiness representatives—never large tech companies. We provide a counterbalance to big corporate influence, focusing instead on how AI can benefit businesses and the world at large. **What’s Happening?** ***The inaugural AI Freedom Alliance Summit.*** This full-day event will explore how we can ensure AI is adopted responsibly through shared ethical standards that empower humanity. The summit will feature interactive and educational sessions led by thought leaders, technologists, policymakers, and advocates who are passionate about making AI fair, transparent, and beneficial for everyone. **Why Attend?** Learn about the legal and technical challenges with implementing AI solutions within your organization. Build better solutions while protecting your organization from legal and compliance risks. And learn how to think strategically about AI as a differentiation tool for your business. This summit is highly recommended for C-Suite leaders to learn as well as interact with each other and our sponsors.

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.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

**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 **Abstract** TBD **YouTube Link** TBA