Apache

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!

Your new Thursday Bachata spot! 4 dance classes then Bachata social! **BACHATA VIBES THURSDAYS** **Weekly Bachata Social + 4 Classes** 📍 **79–81 Fitzroy St, St Kilda** **Your Thursdays just got dangerous.** **Bachata Vibes Thursdays** is your new weekly escape — a place where music drips, bodies move, and connections spark. **A brand-new weekly Bachata experience combining quality classes, social dancing, and an incredible atmosphere in a beautiful, modern venue unlike anything else in the dance scene.** 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. New to Bachata? Addicted already? Either way, come for the classes… **stay for the vibes.** **For the month of June we will start the night with Salsa classes from 7pm followed by Bachata classes at 8pm.** Our intention is to provide a different dance class or style or specialised workshop for the 7pm slot each month, eg Zouk, Dominican Bachata, shines, Ladies' styling etc. Our lineup of four dynamic dance classes are tailored to different skill levels, allowing you to progress at your own pace and expand your dance repertoire. **CLASS SCHEDULE** **7:00pm – Salsa Beginners & improvers** You'll learn the basic steps and essentials to get you social dancing. **7:00pm – Salsa Intermediate** Learn essential moves, their variations, combos and turn patterns. **8:00pm – Bachata Beginners & improvers** Learn the basics and ease into the night with confidence. Our aim is to have you social dancing when the party starts straight after class. **8:00pm – Social moves & Combos (Level 2)** Perfect for those with **2 months to 2 years** of experience, covering essential moves and popular combinations. **9:00pm – 12:00am BACHATA SOCIAL** As the lights dim, the party begins. **Ducey Love & guests** playing their favourite Bachata tracks. Expect nothing but current bangers. 3 Bachata to 1 Salsa Last 30 mins of the night we slow it down and play all slow sensual Bachata. ### DOOR PRICES Winter prices • **1 class + social:** $20 • **2 classes + social:** $35 • **Social only:** $15 Look out for early bird discounts online and either get in touch with us or have a chat to us at the front desk about uni student discounts and loyalty card discounts! Help us make Thursdays your favourite night of the week at **BACHATA VIBES THURSDAYS!** 💃✨ ### ⚠️ COMMUNITY SAFETY NOTICE Our events are built on **respect, consent, and care for our community** — especially the safety and comfort of women on and off the dancefloor. If you are on the **Obsesión banned list**, this ban **automatically applies to all related events**, including **Latin Obsession, Bachata Obsesión,** **Bachata Vibes, Latin Vibes, Albion Fridays, and all collaborative events**. This policy exists to ensure a **safe, welcoming environment** where dancers can learn, connect, and enjoy themselves without pressure, discomfort, or fear. Harassment, boundary violations, predatory behaviour, or repeated disregard for consent will **not be tolerated**. We believe great dance scenes are built on **trust, accountability, and mutual respect**. By attending our events, you agree to uphold these values and contribute to a space where everyone — particularly women and marginalised dancers — can feel safe, supported, and empowered. Thank you for helping us protect and strengthen our community. 💜

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.

## Bachata Vibes Thursdays — Student Night in St Kilda Looking for a fun Thursday night out that is social, affordable, and beginner-friendly? **Bachata Vibes Thursdays** is a Latin dance night designed for university students, young professionals, and anyone who wants to meet new people, learn something new, and enjoy great music in a relaxed, welcoming environment. No partner? No experience? No problem. We start the night with beginner-friendly salsa and bachata classes, then open the floor for social dancing so you can practise, connect, and enjoy the vibes. **Schedule:** **7:00pm** — Salsa Class **8:00pm** — Bachata Class **9:00pm** — Social Dancing **Student Entry:** $15 entry for full-time university students with valid student ID. **Venue:** Victorian Pride Centre 79–81 Fitzroy St, St Kilda Expect good music, friendly people, Latin vibes, and a fun social atmosphere. Come solo, bring friends, or make new ones on the night. **Beginner friendly. No partner needed. All levels welcome.**

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.

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

## 🇯🇵 Progressi部: Japanese-English Language & Culture Exchange 🇦🇺 **"Serious Study, Authentic Community" — 本気で学び、本気で交流する。** Join us for our weekly exchange designed for those dedicated to practicing Japanese and English. This is a space to improve your language skills, share cultural insights, and make new, like-minded friends in a respectful environment. ### 🎯 Who This Group Is For We welcome individuals who are here to **actively practice their Japanese or English**. Whether you are looking for a study partner or want to learn more about culture, this is a community for focused and meaningful interaction. **✅ 受付方法 / Event Check-in (Strictly Required)** 到着の際、必ず主催者に以下の提示をお願いします / Upon arrival, please present the following to the organizer: * **Meetupの参加申し込み（RSVP）画面をご提示ください。** / Show your Meetup RSVP confirmation screen. * **予約なし（No RSVP）での参加はお断りしております。** / No walk-ins permitted without a confirmed RSVP. * **Participation Fee: $3 CASH** Non-Japanese citizens. ### 🚫 Conduct & Safety Policy To ensure a high-quality experience for all members, we maintain a strict standard of behavior: * **Immediate Ban:** Any individual found guilty of misconduct or creating "trouble" will be banned from the group immediately.**.** * **Organizer Authority:** The Organizer reserves the right to remove any member at their sole discretion to maintain the safety and integrity of the community. * **Respectful Interaction:** All members are expected to be polite and mindful of others. Do not make fellow participants feel uncomfortable or pressured. * **Privacy:** Please respect the personal boundaries of others. Do not pressure members for private contact information. **If any member makes you feel uncomfortable, please report it immediately to the organizers: Shin, David, or Ray.** *** ### 📝 Event Details * **Time:** Saturday, 4:00 PM – 6:00 PM * **Arrival:** Please arrive **10–15 minutes early** due to limited seating. * **Entry Fee:** **$3 CASH** (Non-Japanese citizens). This contribution covers monthly meetup hosting fees. * **Photography:** Photos will be taken during the event for our community archives. ### 🇯🇵 日本語でのご案内 メルボルン市内のカフェで、本気で学べる日英言語文化交流会を主催しています。 * **目的:** 日本語・英語の練習、そして同じ目標を持つ友人作りを目的としています。 * **参加費:** 日本国籍以外の方は $3ドル（現金のみ）。 * **ルール:** 迷惑行為やトラブルを起こす方の参加は一切禁止です。主催者の判断により、即座に退会・出入り禁止の措置を取らせていただきます。 * 困ったことがあれば、すぐにオーガナイザー（Shin, David, Ray）までお知らせください。 ### 🔗 Connect With Us * **Facebook:** [facebook.com/groups/progressibu](https://www.google.com/search?q=http://www.facebook.com/groups/progressibu) * **X (Twitter):** [twitter.com/progressibu](https://www.google.com/search?q=http://twitter.com/progressibu)

* New students can claim 25% off with code **DANCE25** This beginner-friendly **Bachata Ladies Styling & Fundamentals** class is designed to help you learn the beautiful, fluid movements of Bachata—all in a welcoming, empowering space. What to Expect * **Footwork & Posture:** Learn the foundational steps and body isolations unique to bachata. * **Body Isolations & Waves:** Learn how to move your chest, ribs, and hips smoothly and naturally. * **The Art of Adornos:** Discover how to naturally integrate graceful arm movements and body lines. * **Beginner Friendly:** No partner required and no previous dance experience necessary! ✨ What to Bring: * **Comfortable Clothing:** Wear something that allows you to move freely and feel good. * **Dance Shoes:** Sneakers, trainers or low-heeled dance shoes are recommended. If you don't have them yet, smooth-soled flats or socks work perfectly! * **Water Bottle:** Stay hydrated while you dance. Booking: https://savvystudio.au/bachakamp * New students can claim 25% off with code **DANCE25**

How about we kick off the best day with a jog and coffee together? Trust me, you won't want to miss out! 🏃‍♂️Training menu🏃‍♂️ Every Sunday 8:00~ Fed Square Assembly 【https://maps.app.goo.gl/zmPQ6U533pUDcNSA9?g_st=ic】 If you have luggage, please consider using the lockers at the station. 💥40~60 min Jog+Walk Pace: Easy pace, suitable for beginners. If you got tired, let's walk together. 【schedule】 8:00 Gathering 8:10 Start 9:00 End of training Challengers we are waiting for you 😊

* 🌏 **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!

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

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd

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

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow