Cognos

NuCalm is a patented, drug-free neuroscience technology designed to rapidly reduce stress, improve sleep quality, and aid recovery by shifting the body from a "fight-or-flight" state to a deeply relaxed parasympathetic state within minutes. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html) It uses neuroacoustic software, a biosignal processing disc, and light-blocking eye masks to guide brain waves from active beta states down to alpha/theta (relaxation/meditation) levels NuCalm uses a patented, clinically proven pitch and frequency matrix with non-linear oscillating algorithms to safely present your brain with precise signals, prompting what is known as a frequency-following response. Your brain synchronizes with the incoming NuCalm signals helping you naturally and effortlessly manage your state of mind by speeding up or slowing down your brain wave frequencies. NuCalm has mapped all of your brain wave frequency zones and created products to safely and predictably guide you to whatever mental state you desire. The amazing thing is, NuCalm is all-natural and works every time you use it within minutes. The best thing to do now is to watch the video on the website and download the NuCalm app. All you need is a headset and eye mask. This app purchase is covered with a 30-day money-back guarantee. Get started today and FEEL the difference even 15 minutes can make. WATCH THE VIDEO ON THE WEBSITE. [https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)

**NOTE: Meeting location change from 6 pm till finish will be entirely at [Fonda Mexican restaurant, 248 Swan Street, Richmond](https://maps.app.goo.gl/eytwnmbDGrmTY7GX7)** **This will be a scaled-down meeting (primarily discussion only) due to lack of access to the normal meeting room.** **Apologies for any disruption to everyone's plans for this evening.** **Aim** Developing A.I / Machine Learning systems ... 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 [Fonda Mexican restaurant, 248 Swan Street, Richmond](https://maps.app.goo.gl/eytwnmbDGrmTY7GX7) ***(our table will have orange traffic cones)*** ... great opportunity for casual discussion and especially for newcomers to get acquainted with the group **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: Continue at [Fonda Mexican restaurant, 248 Swan Street, Richmond](https://maps.app.goo.gl/eytwnmbDGrmTY7GX7) (no access to regular meeting room)** **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 !

Yes, we meet in person, with a real breakfast in a professional meeting space with an adjoining cafe. Each week we feature one of our 20+ core members telling us more about their business. *** Come along and meet our group of small business owners dedicated to growing each others' businesses through referrals and support and see how we can help your business grow too. We meet live at **268 Canterbury Road Surrey Hills** (Ground floor of Our HQ, entrance off Redvers Street with street parking) every Tuesday from 7am until 8.30am with networking opportunities after the meeting. You can come twice as a guest before being asked to join as a full, fee-paying member and share in the referral and broader networking advantages of our strong group. This could be a great opportunity that suits your business, but you won't know until you try it. We make networking and growing your business easy and effective. More importantly, we provide a friendly and supportive experience while still keeping ourselves accountable to deliver the results we all need. Membership is by application and restricted to only one member for any category. Our friendly members will make you welcome. If you have any questions you can direct them to one of our leadership team: Chair (Jennifer Saunders - admin@websitewarriors.com.au) Guest Host ( Mike McNamara - mike@strategicbuyersagents.com.au ) You can also go to our website: https://businessreferrers.com.au/ and register as a guest

Hi All, Let’s come to this new Frenchie restaurant at 1/15 Collins Street, Melbourne for some delicious French food and drinks. They have real quality of food and the portion size is just right for tasting! You will need to transfer me $50/person to secure your seat and it will be deducted from your bill at the event. The first 10 diners, in order of rsvp will get a spot if you can make the required payment within 48hrs once placing your name on the waitlist. When payment is received, I will move your name to the going list. If you do not make payment in time. Your name will be removed to the not going list, to allow the next member in line to move forward. If you would like to re-join, feel free to re-queu your name on the waitlist. (Note: I won’t chase members privately and individually for payments for my events, and this has been like this for many years). You don’t have my banking details? Send me a message on Meetup I will respond accordingly. Cancellation policy from Frenchie: We ask that any cancellation to your reservation be made no less than 24 hours prior. For no shows or late cancellations, you will be subject to fee of $50 per person that will be applied to the (your host’s) credit card on file. I booked a table of 10 seats for our Fine Diners to try the food on their A La Carte menu. Hope we can gather 10 diners on a Monday evening! About the restaurant https://australianbartender.com.au/2026/02/23/frenchie-opens-on-collins-street-in-melbournes-cbd/ The menu: https://www.frenchierestaurant.au/the-menu Cheers, LeAnn

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.

**Chasing Unicorns**: When Job Ads Demand Superhuman Skills, with Gaurav K In this talk, Gaurav will reveal why the “perfect candidate” is a myth and how both employers and job seekers can benefit from a more realistic approach to tech stack and domain knowledge demands in hiring instead of searching for a “unicorn” who fits every requirement. We will also be having a panel discussion after Gaurav's talk **Venue:** Hosted at Inspire9 Coworking Space Richmond https://www.inspire9.com/ **Gaurav Kathuria** is the Founder and Principal Trainer at **Business Analysis Upskill.** Gaurav offers professional training and coaching in Business Analysis, Data Analysis, Business Intelligence, Business Analysis certifications (ECBA, CCBA, CBAP), BABOK, Agile, Scrum, Process Automation, and Product Management. **Jade Bennett** is the Founder of **Middleton Executive**, an embedded hiring and executive search partner to product and technology companies. Jade is also the creator and host of The Product Edge podcast and a career strategist, known for her HIRED framework. **Jodie Marron** is a Senior Principal Consultant at **Frazer Tremble**, specialising in recruiting high-performing PMO, project, transformation, and tech teams across Australia in financial services, professional services, and utilities. She loves bringing people together through industry events and panels. **Andy Kelk** is a Fractional CTO and strategic advisor with over 25 years guiding scale-ups through technical growing pains. In senior roles at REA Group, Marketplacer, Australia Post, Wesfarmers, and others, he has architected platforms handling billions in transactions, scaled engineering teams from 15 to 100+. **John Parshotamdas** is a Lead Business Analyst at the **University of Melbourne**, where he oversees a team of more than 20 Business Analysts within the Digital Products Portfolio. +++ If you would like to volunteer to lead one or several sessions in 2026, please get in touch.

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-03-12](https://konfhub.com/ksug-au-2026-03-12) **<=** **Latest promotions** discovered by our community! * Missed **75%** off [LF / CNCF](https://lf.ksug.ai/)? [Get Notified](https://ksug.ai/?notify&ref=meetup) for next BIG drop! * **20%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI20** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) We're excited to welcome you to the upcoming Hands-on workshop — happening in-person at at Amazon ! 🎉 We're actively seeking more awesome AI topic speakers! 👉 [https://speaker.ksug.ai](https://speaker.ksug.ai) **About the event** Learn how to deploy and scale AI applications using Amazon EKS (Elastic Kubernetes Service). This hands-on workshop demonstrates how to build a complete generative AI platform with automated cluster management, hybrid infrastructure, and enterprise-grade observability. **What You'll Learn:** * Leverage EKS Auto Mode for automated Kubernetes cluster management * Architect hybrid node pools for optimal performance and cost efficiency * Implement end-to-end observability and LLM serving with vLLM **Hands-on Lab Experience:** Learn directly from AWS experts who have helped organizations successfully deploy and manage large-scale GenAI infrastructure. Through hands-on labs and real-world examples, you'll learn to master: * EKS cluster setup optimized for NVIDIA GPU workloads * Efficient model serving and scaling using vLLM * Distributed inference architecture implementation with Ray * Comprehensive monitoring and observability using Prometheus and Grafana * Best practices for production GenAI deployments on Kubernetes. **Who Should Attend:** Whether you're looking to deploy your first language model or scale existing GenAI workloads, this workshop will provide you with best practices and hands-on experience using industry-leading tools and frameworks. **Requirements:** * Bring your laptop and power adapter * AWS account access will be provided * Basic familiarity with cloud infrastructure concepts * Basic Kubernetes concepts Through guided exercises, you'll gain practical experience deploying and managing enterprise AI applications on AWS infrastructure. **Full Agenda** **Introduction - AI Platform on Kubernetes** 09:30 - 09:45 GMT+11 Nikola Cuca & Hantzley Tauckoor Explore the fundamentals of running AI/ML workloads on Kubernetes and understand why container orchestration is crucial for GenAI deployments. Learn key concepts and benefits of running AI platforms on Amazon EKS. **Hosting inference workloads on Amazon EKS** 09:45 - 10:30 GMT+11 Frank Fan Deep dive into designing scalable AI architectures that combine cloud and on-premises resources using Amazon EKS, focusing on inferencing. **Hands-on: Explore environment, vLLM model loading, scaling vLLM** 10:30 - 12:00 GMT+11 Frank, Don & Parikshit Hand-on labs on inferencing on EKS using vLLM **Lunch Break** 12:00 - 13:00 GMT+11 **Voice of customers & panel discussion** 13:00 - 14:00 GMT+11 Panel Hear from existing customers who implemented similar architectures in their production environment. **Introduction to monitoring and observability** 14:00 - 14:15 GMT+11 Melchi & Parikshit Explore observsability stack for AI on EKS **Hands-on: Observing LLM Inference workloads** 14:15 - 15:45 GMT+11 Don, Frank & Melchi Hand-on labs on observsability stack for AI on EKS **Quiz & Wrap-up** 15:45 - 16:00 GMT+11 Nikola & Hantzley Interactive knowledge check covering key concepts learned throughout the workshop. Review of best practices, Q&A session, and discussion of next steps for implementing GenAI workloads on EKS. **[Register here](https://konfhub.com/ksug-au-2026-03-12) to secure your spot!** See you all there! **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) 👉 Join our [Discord](https://discord.com/invite/Rp9WzYyKua) and [WhatsApp](https://chat.whatsapp.com/D9a9IDiCS7U4cqQ0Sh60cz?mode=gi_t) for latest update! 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 37% OFF **[KodeKloud](https://ksug.ai/kk/?ref=meet)** Plans - Code: **K8SUGKK** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟐𝟎𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

The Pet Store Agent Quest is an introductory AWS GameDay challenge focused on Agentic AI development using Amazon Bedrock AgentCore and the Strands framework. This Quest is designed to give attendees hands-on experience building and working with AI agents, utilizing prompt engineering and Amazon Q Developer Pro to assist in solving a series of challenges. Participants will build AI agents for a new Virtual Pet Store, creating specialized agents for pet recommendations, care advice, and customer service while implementing appropriate guardrails for responsible AI responses. AWS GameDay is an interactive, team-based learning opportunity where participants use and expand their AWS skills in a realistic, gamified, risk-free environment. Participants are given an AWS account to share with pre-provisioned infrastructure that they will evolve in response to realistic business and technical requirements designed to challenge them. Teams will be given 1.5 hours to play through the GameDay and there will be an awards ceremony at the end of the event. **A laptop is required to participate.**

2026 is here and we are excited to announce Nosh Darbari, Human Centred Service Designer giving our first talk on "Hidden drivers behind good Design work." This talk will explore how Cognitive Load is a precursor to mental health and well-being. Nosh leads with his heart. Innovates with Purpose and Consciousness. He's an internationally experienced product and service designer working at the intersection of technology and human centred experience. Most recently he has worked within the vast and often tangled landscape of a federal government organisation. He thrives in complexity, despite the frustrations. Every challenge is a chance to design better systems or services with more human experiences. Beyond the 9-to-5, Nosh is a seeker of stillness. He chases sunrises and sunsets, not just for their beauty, but for the quiet lessons they offer — presence, perspective, and peace. Nosh also helps people recognise the early signals of stress before burnout takes hold. He helps them to rediscover their point of stability and offers simple, practical tools to navigate the noise of modern life with clarity and care. Event will start at 5:30pm with Pizza, Drinks and networking with the talk starting at 6pm. We are in the Hayden Raysmith Room on Level 4 at The Ross House Association. **Please enter code #TBC and come up to level 4 where you will need to enter the code again to gain access.** This event is sponsored by [askable](https://www.askable.com/) ([https://www.askable.com/](https://www.askable.com/)) and Experience Design "UX" Agency [blueegg](http://www.blueegg.com.au/) ([http://www.blueegg.com.au/](http://www.blueegg.com.au/))

**Important:** Register at the [external event website](https://www.aicamp.ai/event/eventdetails/W2026012623)[ ](https://www.aicamp.ai/event/eventdetails/W2025120823)is required for admission. **Description:** Welcome to the AI meetup in Melbourne, in collaboration with AI Innovation Centre. Join us for deep dive tech talks on AI, GenAI, LLMs and Agentic AI, hands-on experiences with code labs and workshops, and networking with speakers and fellow AI developers, builders, startup founders. **Agenda:** * 5:30pm\~6:00pm: Checkin and networking * 6:00pm\~7:30pm: Tech talks and Q&A * 7:30pm: Open discussion & Mixer **Topics/Speakers:** Check the [event website](https://www.aicamp.ai/event/eventdetails/W2026012623) for Speakers and Topics. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support our community. Whether it is by offering venue spaces, providing food/drink, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, and but also exposure to our extensive membership base of 5,000+ AI developers in Melbourne and 500K+ worldwide.

Join us on Friday, March 13th, 2026, for Workplace Ninja User Group Australia in Melbourne. As a standout conference on endpoint management, Workplace Ninja provides the stage for workplace management and security professionals to share insights on their journey towards modern management and cloud native. Agenda: 09:00 - 09:15 - Welcome with **Jose Schenardie** 09:15-10:05 - **Cut the Sneaky DNS: Zero Trust DNS on Windows 11 - Steve Mercer** 10:05-10:30 - Short break 10:30-11:20 - **What's new (and next) in Windows 365 and Azure Virtual Desktop - Matt Shadbolt** 11:20-11:40 - Sponsored Session 11:40-12:30 - Lunch break 12:30-13:20 - **App Control for Business Deep Dive - Nathan Atkins** 13:20-13:35 - Short break 13:35-14:25 - **Remote Help for Intune - Is this the cloud native support saviour we have been waiting for? - Sean Ollerton** 14:25-14:40 - Short break 14:40-15:30 - **Vibe Coding: Infra as Code for Windows Management with Intune - Steven Hosking** 15:30-15:45 - Short break 15:45-17:00 - **AMA with Speakers** 17:00-18:00 - **Networking and Refreshments** We look forward to seeing you there.

Smashing! Try something new Friday night Interactive workshops Everyone speaks multiply times - we typically start in small groups and gradually build up confidence and skills **Free parking** close: O'Connell and Cobden streets **IMPORTANT: Be on time, as doors close when the show starts** “Proudly Australian" – Free-flowing teamwork, greater good, all funds stay within Australia Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, Orange room More to come...

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

**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

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/