Cloud Storage

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!

Business Agility is continuously improving, as is the Domain Model that underpins how we think about it. In June we welcome Evan Leybourn co-founder of the Business Agility Institute and Chief Product Officer at the newly founded X2A to run a deep dive on how the Domains, their Capabilities, and exhibited Behaviours evolving. The goal of the update is to further support practitioners' understanding of their organisation's standing today (their "X") and map a viable approaches to meet their ambitions (their"A"). Thanks to TeamForm for providing the space and funding the refreshments on the night. Without sponsors great events like this don't happen.T

🌟 **Unlock Your Full Potential with CPA Toastmasters!** 🌟 Are you ready to become a more confident speaker and a stronger leader? CPA Toastmasters is here to help you *grow* both personally and professionally! Whether you're looking to improve your public speaking skills, enhance your leadership abilities, or build self-confidence, Toastmasters provides a supportive and encouraging environment for you to thrive. 🚀 **Why CPA Toastmasters?** * **Improve Public Speaking**: Learn how to communicate clearly and confidently in front of any audience. * **Build Leadership Skills**: Develop the tools and techniques to become a stronger leader in your personal and professional life. * **Friendly, Supportive Community**: Join a group of like-minded individuals who are all working toward their personal growth and success. * **Real-Time Feedback**: Get constructive feedback in every meeting to help you continually improve. * **CPD Hours**: As our member, you are eligible to claim CPD hours under CPA for attending our meetings! 📈 **What to Expect at a Toastmasters Meeting:** * **Prepared Speeches**: Deliver speeches on topics you’re passionate about (Members only) * **Impromptu Speaking**: Practice thinking on your feet with quick, fun exercises. * **Constructive Feedback**: Receive valuable tips to help you improve, delivered in a positive, encouraging way. * **Leadership Roles**: Take turns leading the meeting, which helps you refine your organizational and leadership abilities. Come visit us in our next meeting and learn how our club can support your public speaking journey!

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.

🌟 Welcome to North Melbourne Toastmasters! 🌟 At North Melbourne Toastmasters, we're your supportive path to public speaking, communication, and leadership excellence. Our warm and friendly club offers a structured yet enjoyable meeting atmosphere. 🗓️ Meeting Schedule: Join us on the 1st and 3rd Thursday of each month at 7:15pm for a 7:30pm start. We wrap up by 9:00pm. 🎙️ Meeting Highlights: Experience up to 2 prepared speeches by members or guest speakers, and dive into Table Topics for spontaneous speaking opportunities. Guests are welcome to observe without any pressure to participate. 🚪 Visit Us: Select your preferred date to attend, bring a pen and notepad and find us at our welcoming North Melbourne venue at Kensington Neighbourhood House. 💼 No Cost to Visit: Exploring North Melbourne Toastmasters as a guest is entirely free. Join us to discover how we can help you achieve your speaking and leadership goals. For official club details, please visit our website: https://northmelbourne.toastmastersclubs.org/ We look forward to helping you unlock your full potential! 🚀🗣️

Welcome to Elixir Melbourne's monthly meetup. Where we go over Elixir ecosystem news, listen to great talks, and socialise with other Elixir developers of all levels. We’re rebooting the meetup after a hiatus with new (and old) organisers, a new venue and emphasis on more time to socialise. There are still speaking spots open. If you want to talk about anything Elixir related, get in touch. **Agenda** * 6:00pm - Arrive, socialise * 6:30pm - Welcome; introduction; “who’s hiring” pitches. * 6:45pm - Josh Price - Ash Framework * 7:15pm - Food, socialise * 7:45pm - Maybe another talk (speaking spot open!) * 8:15pm - Finish up and head to Saving Grace downstairs (32 Church Ln, Melbourne, VIC 3000) **Sponsor** Huge thanks to [SuperAPI](https://superapi.com.au/) for catering and venue.

Too many kids as well as teenagers and adults have problems with study. Today's meetup will inform you about the basics in STUDY TECHNOLOGY that provides an understanding of the basics of learning and supplies exact ways to overcome all the pitfalls one can encounter during study. This is applicable to young children, teenagers (or their parents that are trying to help them) and adults alike. Study Technology shows how one studies in order to comprehend a subject so one can apply it. Laws on which learning is based and workable methods have also been discovered for anyone to apply for themselves or when teaching others. Too many students graduate from school and college unable to put to use what they’ve learned in school. It’s not that they’re stupid or that their teachers didn’t know how to teach. More than likely it traces back to the one thing missing from most educations—learning how to learn in the first place. We all went to school, yet isn’t it odd that no one taught us how to study? The information presented at this meetup can help anyone improve others or his own ability to learn. It is a practical tool that parents and teachers alike can use to enhance a child's study performance. You’ll learn the barriers that lie between your own or a child's education. And you will very quickly learn how to overcome them. This technology will enable you or a child to pursue any subject with skill and confidence. Teachers who have "hard to handle/distributive " or slow learners in class will absolutely love the amazing turn around most often seen in improved behaviour and student performance in class. If you or your child has difficulties at school (or learning new things at work or online) than this meetup is important to you. If you can not make it to our meetup than contact the organizer and arrange it to suit your time. This technology can if one was to live far away be taught online. (extension course) You may offcourse also opt to have this technology taught to your own child by experienced volunteeer staff or learn about this yourself and transfer this knowledge to those you want to have better grades. Yes it is possible to improve anyone's study performance. All it takes is just 5 steps. See you at this meetup. Pam

**🚣‍♀️Ever wanted to try dragon boating?** Join us for a beginner-friendly Saturday morning “Come & Try” session at Docklands—no experience needed. 👉 Just RSVP or message us and come along ⸻ **What to expect:** * Quick safety briefing + basic paddling tips * Join our crew for a real on-water training session * Friendly, supportive environment (perfect for beginners) * ☕ Optional coffee catch-up after ⸻ **What happens after?** If you enjoy it, you can: * Join our weekday trainings (Tues/Thurs evenings) in addition to Saturday sessions * Continue to paddle with us for 30 days free on the Dragon Pass ⸻ **What to bring:** * Comfortable clothes to exercise in * Water bottle * Sun protection * Change of clothes (you may get a little splash) 👉 We provide all equipment (paddle + life jacket) ⸻ Location: Community Hub at the Dock 912 Collin’s Street, Docklands (waterfront side) ⸻ **👊Come give it a go this Saturday!!** No experience needed—just turn up and try it. ⸻ **Can’t make Saturday?** We also train Tuesday & Thursday evenings at 6pm—just reach out and we’ll help you get started. **⸻** **Southern Storm Paddle Club** trains all year around in Docklands, weather permitting. (Rain is not an issue!) If you have any questions, please get in touch with us on Facebook, meetup or email on [southernstormpaddleclub@gmail.com](mailto:southernstormpaddleclub@gmail.com) Follow the team on Social Media @ [https://www.instagram.com/southernstormpc/ ](https://www.instagram.com/southernstormpc/)[https://www.facebook.com/southernstormpaddleclub/](https://www.facebook.com/southernstormpaddleclub/)

A monthly social meetup for people who make comics in Melbourne and Victoria. It's an opportunity to chat comics, show off your latest works or just hang out and have a drink. If you make comics – or you want to – consider yourself invited. Trams go right past the front door, (get of at cnr lygon and elgin). The clyde is also a short walk from the final Melbourne Uni tram stop.

Come for a coffee or lunch and settle in for a meaningful conversation on "Oneness", exploring the oneness of humanity. We start our exploration using short selections from the Bahá’í teachings and other inspirational sources. The aim is to uplift, inspire and motivate; the conversation will benefit from all participants’ viewpoints. Community members of all ages, backgrounds, and beliefs are invited to contribute to elevated conversations, inquiry, consultation and learning. As we grow together and learn from one another we hope to build new connections, bridges of unity and respect for all humanity.

* 🌏 **MELBOURNE → WARBURTON**🏙️ * 📅 **SUN 7 JUN, DAY TRIP** *☀️* * ✨**Nature, movement, and a touch of magic**.✨ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **✨**🌿 **Escape to Dreamy Warburton — A Day to Breathe, Walk & Feel** Leave the city behind and step into a day where everything slows down. We begin with a gentle journey out of Melbourne, easing into nature with a relaxed coffee stop before arriving in the heart of Warburton. From here, the day unfolds naturally — a beautiful 10 km walk through forest trails, open views, and quiet moments along the way. No rush, just rhythm. We pause, we breathe, we take it all in. Midday brings local flavours at the farmers market, followed by a relaxed picnic with a fresh fruit platter — simple, nourishing, shared together. In the afternoon, we step into the magical Redwoods Forest — a place to slow down even more. A short guided meditation invites you to ground, breathe deeply, and reconnect. We continue with a peaceful river walk, a scenic countryside drive, and a final stop to taste the region’s fresh local produce — a sweet finish to a full and balanced day. As the sun begins to soften, we return to Melbourne — lighter, calmer, and with a heart full of good moments. *** ### ✨ **All included. No stress. Just show up and enjoy.** Comfortable transport, guided experience, snacks, picnic, and good company — everything is taken care of. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🎒 All-Inclusive for $99** ✅ Round-trip **transport** in a comfortable **MERCEDES minivan** 🚐 ✅ Guided **9 km hike** + all gears 🥾 ✅ **Fruit platter** 🍉 ✅ Unlimited **snacks, soft drinks, coffee & tea** ☕ ✅ **Meditation** \- with great company ✅ Visit **stunning scenic lookouts** 🌄🦘 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- #### 🕒 Itinerary: 🌅 07:30 — Meet at **St Paul’s Cathedral,** Flinders Street ☕ 08:00 — Stop for a break 🍉 09:00 — Arriving in town - **tea/coffee/drinks** and snacks (included!) 🥾 09:15 — Begin **10 km easy hike** *(\~140 m elevation)* 📩 12:30 — **Farmers Market** visit 🍽️ 13:30 — Picnic & **fruit platter** (included! +snacks/drinks) 🌟 14:00 — Visit the stunning **RedWood Forest** ✨ 14:30 — **Meditation** – ground & breathe 🌄 15:00 — Riverwalk 🚐 15:30 — **Scenic drive** 🌸 16:00 — Taste the Region: **Country Fruit Shed stop** 🏙️ 18:30 — Return to **Melbourne** with a heart full of memories 📍 Drop-off: Hammer Hall, Melbourne \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **💰 How to Book?** Secure your spot with a **$99 transfer** **Please note:** An RSVP alone does not secure your spot — only a transfer confirms your place on the trip. Thanks for understanding! 🔹 **PayID:** 0414 661 458 🔹 **Bank Transfer:** **NAME:** KARAPETIAN G **BSB:** 013233 **ACCOUNT:** 226325836 **Ref:** Wa 🌟 **Limited spots available—RSVP now!** S*pots are only confirmed once payment is received !!!* \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🎒 What to Bring?** ✔️ **Comfortable hiking shoes (or able to supply, let me know size)** **✔️ Wind/water-resistant jacket**🧥 ✔️ **Long pants & long sleeves** 🌿 ✔️ **Hat/beanie** 🧢 ✔️ **A positive mindset & big smile!** 😊 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 📢 **Questions?** Feel free to **DM me anytime!** 📩 ✨ **Let’s make this an adventure to remember** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Visit our sources: https://www.facebook.com/groups/812911556223655/?ref=share Instagram: nogeography.hike.kayak https://www.meetup.com/en-AU/no-geography-hike-and-kayak/ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ❗️**Please Note:** **Payments are only credited or refunded if the event is canceled or rescheduled by the organizer.** In all other circumstances, payments are **non-refundable and non-transferable**. ❗️Thank you for understanding and supporting the planning involved in creating these experiences! 🌿 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **\*\*\*Nature & Nurture, Talks & Tastes\*\*\*** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **LIABILITY WAIVER** The organizer of this group cannot accept any liability for any loss, damage, injury, or accident to participants or their property at this event. By participating in this event, you're taking responsibility for your own safety and well-being. By joining this event you agree to these terms. ## **COVID-19 Safety Measures** * The event host is instituting the above safety measures for this event. * Please do not attend if you are experiencing any flu-like symptoms, such as fever, cough, or sore throat. * If you have recently tested positive for COVID-19 or have been in close contact with someone who has, we kindly ask that you refrain from attending. * Thank you for your understanding and cooperation in keeping our community safe!

Join me to explore the stunning '1000 Steps' in the Dandenong Ranges, the first section of the Kokoda Track Memorial Walk. For those who would like to, we can catch the train together from Southern Cross to Upper Fern Tree Gully, a chance to chat, connect, make new friends before we begin our walk. The track starts at the Fern Tree Gully picnic grounds, the staircase winds up a steep hill along a creek through rainforest, before emerging into a clearing where we can enjoy beautiful views of Melbourne through the trees. We will complete the loop by taking the Lyrebird Track back to the picnic grounds, and will stop in at the 1000 Steps Cafe for a coffee or something to eat. The Dandenong's is home to beautiful flora and fauna, including giant Mountain Ash trees, Rainbow Lorikeets and Lyrebirds. The path has steep sections on both the staircase and down Lyrebird Track, and is described as moderate to challenging and suitable for reasonably fit people. The track is **3kms** and takes around **1.5 hrs** to complete. The staircase is one way, however there are many places along the track to stop and rest. We will walk slowly, and have a rest at the clearing before heading back down. For anyone who would like to join but is not keen on the stairs, there are walking tracks to explore that run along the creek, from the Ferntree Gully Picnic Ground, with many beautiful spots to sit and relax and enjoy the environment. **Agenda:** I will meet you at **Southern Cross Station at 10.20am** at the Water Tower Clock We will catch the **10.35am Belgrave train** to **Upper Fern Tree Gully** Anyone driving can meet us at the Memorial Mates Statue, at **12pm** We will walk the 1000 Steps, and reach the cafe around 2pm After a coffee or something to eat we can explore the tracks at the foot of the hill, And then catch the **3.30pm** Belgrave train back, reaching Flinders St Station at **4.30pm.** We will keep to the times in the schedule as public transport runs to a reduced timetable on weekends. When you RSVP please click attend on the event page, and I will be in touch about the details, I will also be available in the Event Comments on the day and add any updates there about weather conditions if needed.

Welcome! Last month, we trialled Dymocks Cafe for our venue and people loved it. So we're going to meet there this month too. **HOW TO FIND US** When you enter 234 Collins, go down the escalator to the basement where Dymocks is (you can't miss it, there's books and people everywhere), turn right and you'll see the cafe next to the cashier. Come up the stairs and join us. **ITINERARY** 11am: Meet at Dymocks Cafe (upstairs) inside Dymocks Bookstore, 234 Collins St. Choose your seat. Order a drink to support the cafe. (They have a decent range of sweet and savoury snacks.) Enjoy your book. 12.15pm: Let's chat about what we read, what we loved, and why. 1pm: End of event. [OPTIONAL EXTRA] For those who are not too tired, we can go for lunch together after the event. **COST:** There is an organizer fee of $5 for this event. You can bring cash on the day or PayID me at 0403 413 056 (Serena Low). **GETTING THERE:** The closest train stations are Town Hall (4 min) and Flinders St (6 min).

Topic to be announced. **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

Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - +971504724873 ( WhatsApp Only)

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

The topic for June is "Roadtrip" Speak Easy: true stories, told live. The idea is simple: an audience, an open microphone, and great stories. Hilarious, gripping, poignant- it's up to you. Audiences are invited to come to listen or come to tell as folks from all corners of Columbus offer their stories live on stage! Held at Wild Goose Creative's warm, intimate space, this night of tales occurs on the 3rd Thursday of every month. Doors open at 6:30 pm, show starts at 7:00 pm. Please arrive early if you want to tell, as we generally only have room for a limited number of tellers, and the sign-up sheet has a tendency to fill up fast. Formed around the idea that people need stories--they're what hold and draw us together--SpeakEasy celebrates the strangeness and commonness of being human. And in a world of smartphones, Facebook, Twitter, and more . . . it gives people a real, breathing, in-person way to connect. The night is geared for true stories of all kinds, taking the best tales told around kitchen tables, in darkened pubs, on the street corner, and at late-night parties and giving them an audience. Speak Easy is also a great outlet for performers, writers, and artists looking to share their favorite stories and perfect their skills. We strongly encourage tellers to please tell the story rather than read it so we keep within the spirit of good storytelling and stay engaged with the audience. All are welcome. Hang around after the show for a drink and build community!

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. So please RSVP for a head count!

On Thursday, June 18, 2026, we will meet in the 700N Conference Room at 700 N Hurstbourne Pkwy for a special Louisville .NET Meetup as we host **Microsoft Build //localhost:louisville**. Doors open at 6:00 p.m., and the presentation will begin promptly at 6:30 p.m. TEKsystems will provide food, so please RSVP to help us plan appropriately. The session will also be streamed at **[https://twitch.tv/TaleLearnCode](https://twitch.tv/TaleLearnCode)**. This month, we’ll dive into the most important announcements from **Microsoft Build 2026**. Chad Green will present a curated, developer‑focused walkthrough of the new capabilities across .NET, Azure, AI, developer tooling, and platform updates. We’ll explore what these announcements mean for architects and developers, how they fit into real‑world solutions, and which changes you can start applying immediately in your projects. **Important:** To participate fully, please RSVP in **both** places: * **Louisville .NET Meetup** (this page) * **Microsoft Build //localhost:louisville registration**: [https://developer.microsoft.com/en-us/reactor/events/27112/](https://developer.microsoft.com/en-us/reactor/events/27112/) After the session, we’ll head to Brick House Tavern to continue the conversation over food and drinks.

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!