Brand Design

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. 💜

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

Smashing! Try something new Thursday Interactive workshop - Add power to your presentation. Why and how to activate the mind of an audience! Serious about improving your leadership - **Why mess, come to the best** Why is Smashing different to other speaking clubs? Just one member's thoughts, "The fun/laughs factor is definitely a point of difference. We keep it moving with high standards so it’s a nice balance. Too strict makes it tense and boring, too loose and we can lose the energy/commercial feel. SmashSpeak's vibe's in the sweet spot." **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 focus, sharing the stage, etc Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, Purple Room (End of corridor) More to come...

🥒🎾 **Social Pickleball - All Levels Welcome!** 🥒🎾 **📢 [Instagram: @rmit_pickleball](https://www.instagram.com/rmit_pickleball/)** **📢 [WhatsApp: RMIT Pickleball Club](https://chat.whatsapp.com/G7VE0NcThWWIgLnnJBVQBq)** **🏓 Paddles and balls provided! Beginner friendly - simply show up and we’ll teach you the basics 🎾** Grab a paddle, play pickleball, and meet new people! **👥 Who is it for?** * Members of public and RMIT students * Complete beginners * Intermediate players * Advanced players (up to DUPR 4.5 expected) **✅ How to join?** 1. **Become a club member** [at the RMIT Store](https://store.rmit.edu.au/pages/club/pickleball) (one-off payment) 2. **RSVP** on Meetup to join the session 3. When marked as **“Going”**, pay for the session: **\- Payment link** is in the **comment section below** (posted 1-3 days before) \- Use your RMIT Store account with a club membership \(from step 1\) 4. Can’t attend? Update your RSVP to “Not Going” **⏳ Priority on waitlist** 1. Clear Meetup profile with name and photo 2. RMIT students 3. Regular attendees **📆 On the day** * New players, please **introduce yourself to the host** * New players wanting a **rules intro**, please arrive on-time and ask a host * Have your **emailed ticket receipt ready** \- it will be checked on the day **🔄 Cancellations and Refunds** * No refunds for change of mind, non-attendance, or no-shows * Refunds only if the event is cancelled (weather or court availability) * Credit for a later session may be offered by agreement in case of event cancellation * Pay only when we share the payment link in Meetup - using old links is at your own risk Whether you are new to pickleball or a regular player, this is a great way to get some games in and connect with the community. Come solo or bring a friend - everyone is welcome! **👉 Spots are limited, so RSVP early! 👈**

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.

**Important Note:** the venue requires a guest list in advance. To lock in your spot, please connect with me on LinkedIn and I will send you a private booking link. **Once you've doen both of these, you’re in.** LinkedIn: [https://www.linkedin.com/in/matthewstuckings/](https://www.linkedin.com/in/matthewstuckings/) If you’re building something and wouldn’t mind doing it around other switched-on humans, come join us for a relaxed co-working day at **Edinburgh Villiage Studio.** **Location:** [https://edinburghvillagestudio.com.au/contact/](https://edinburghvillagestudio.com.au/contact/) No formal agenda. No awkward icebreakers. Just good people, decent coffee, and focused work. ☕ **Loose plans on the day** *10:00–11:00am* Coffee, chat, and a quick “what are you working on?” round. After that, everyone settles in and gets on with their own work. *12:30–1:30pm* Optional tag-along lunch nearby if you feel like stretching your legs. **What to expect** • A mix of founders, consultants, marketers, and side-project builders • Light conversation, real work • Space to focus without being isolated You can network as much or as little as you like. **Who this is for** • People actively building something • Those who enjoy thoughtful conversation • Anyone who prefers productive days over scrolling at home Please RSVP only if you genuinely intend to attend. Spots are limited. Bring your laptop, your to-do list, and something meaningful to move forward.

**About this event:** Have you been dreaming of going tiny? Are you curious about minimal living, off-grid setups, or just downsizing your life in Victoria? You are not alone! We are launching a new community for enthusiasts to connect, share stories, and support one another. Imagine a life with less clutter, less debt, and more freedom. We are building a community in Victoria for those who want to step away from the traditional housing market and embrace tiny homes and minimal living. For our first-ever meetup, we are keeping it simple. We’ll meet in the park to introduce ourselves and discuss what we want to create together. Whether you want to talk about the technical side (trailers, solar, regulations) or the lifestyle side (downsizing, remote work), this is the place to start. Come along, make new friends, and let’s talk about how to make big dreams happen in tiny spaces. **What to expect:** This is a strictly casual, unstructured meetup. No presentations, no sales pitches, and no pressure. Just a relaxed afternoon in the park with like-minded people. We’re simply gathering to discuss: * Who is already living the tiny life? * Who is dreaming/planning? * What are the local hurdles (council rules, finding land, etc.)? * How can we support each other? **Who should come:** Whether you have your tiny house plans drawn up, you're already living in one, or you just watched a documentary and thought "I could do that"—you are welcome here. **About Your Host** Hi, I’m Karen. After exploring over 50 countries, I’ve chosen Melbourne as my home. As an entrepreneur, I’ve come to realize that we don't need much to be truly happy. In fact, nature provides us with so many "free luxuries"—from sunlight to green spaces—that we often overlook in the modern world. I am channeling this philosophy into building my own tiny home in Victoria this year. I started this group because I realized that while the tiny house movement is growing, the journey can feel a bit lonely. I want to build a supportive local community where we can share resources, untangle the regulations, and help each other turn these small dreams into reality.

**Description**: Join me to knit or crochet in the warm, friendly environment of Kindred Studios where we can share our skills and ideas. Knitters, crocheters and crafters of all abilities are welcome. The conversation is relaxed as we work on our projects together and it's a great way to make new friends. The Bass Note Cafe is within the studios and will bring great coffee and delicious snacks to our table. **Agenda**: I'll meet you at 10.00am inside Kindred Studios at the large table near the tiered seating. We have the space available until 12.00pm. **Location**: Kindred Studios 3 Harris St Yarraville Street parking is available nearby in Harris, Cowper, Hyde and Whitehall Streets. There are large red signs on the footpath to guide you to Kindred Studios. If you are coming by train take the Williamstown/Werribee line to Seddon Station. It's then about 10 minutes to walk to the Studios. When you RSVP please click attend on the Event Page and I will be in touch via direct message. I will also be available on the Events Comments page on the day. .

Jewellers can hire a desk in our workshop to make or finish off their own pieces. This workshop is self run, you need to attend a health and safety induction before working daily unattended. Basic jewellery making tools are provided and some consumables such as flux, borax, tumbling polish, lathe polish and some drill bits. Aprons and safety glasses are provided, tie up loose hair, wear enclosed shoes. Please email claw.creative.studios@gmail.com for any questions or inquiries. Clara Carija, Director CLAW CREATIVE.

Take part in our “Strangers to Friends Challenge” a fun and interactive meetup designed to turn new faces into genuine connections. Through a series of light challenges, conversation prompts, and group activities, you’ll get to know others in a natural and engaging way. It’s all about stepping a little outside your comfort zone, sharing a few laughs, and building real connections along the way. Come solo, leave with new friends. **Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.** **If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co, or let the event hosts know on the day.**

**🍸 Eat Drink Dance Melbourne: Sunday Social at Transport Public Bar, Federation Square** *Sunday 7 June - 3:00pm – 7:00pm *Transport Public Bar, Federation Square - Live band from 4:00pm *Live band information: - [https://www.transporthotel.com.au/events/2026-06-07-lauren-tatyana-duo](https://www.transporthotel.com.au/events/2026-06-07-lauren-tatyana-duo) - If you're going to be hungry have a bite to eat:[Transport bar menu](https://assets.transporthotel.com.au/TRANSPORT-PUBLIC-MENU.pdf?_gl=1*19qkv2l*_gcl_au*ODQ2MjkyMzk0LjE3NzkyNDQwOTM) 💘 **The** **Vibe** A winter‑sun Sunday session with that classic Eat Drink Dance Melbourne flavour — relaxed, social, a little flirty, and perfectly positioned for people‑watching at Fed Square. Think: warm indoor energy, clinking glasses, new faces, familiar smiles, and a band kicking off just as the afternoon hits its golden stride. 🎶 **The** **Plan** We gather from 3pm at the Public Bar inside the Transport Hotel — the big glass‑fronted corner overlooking the square. It’s easy to find, easy to mingle, and easy to settle in.At 4pm, the band fires up and the room shifts gears: more rhythm, more movement, more excuses to drift between groups and strike up conversations.Stay for one drink or settle in for the whole arc — the space is perfect for both. ✨ **Who** **This** **Is** **For** The social butterfliesThe “I want to meet new people without the chaos of a nightclub” crowdThe flirty-but-friendly Sunday adventurersAnyone who loves a live band and a good laughPeople who enjoy a curated vibe rather than a free‑for‑all 🍹 **Bring Your** **best** **Sunday** **energy** A friend or come solo — both work beautifullyCuriosity, warmth, and your signature Eat Drink Dance sparkle 🌆 **Why** **This** **Works** Transport Public Bar gives us the perfect mix of atmosphere, space, and music. It’s central, easy to reach, and ideal for a winter afternoon that turns into a social evening without any pressure.If you want,

Hi Radiant Ladies, Join us for a refreshing Saturday walk at Ruffey Lake Park. 👭 Walk at your own pace 🐕 Dogs welcome ☕ Coffee after 🌦️ We walk every Saturday (unless it’s pouring) New ladies welcome. See you! 



Leanne & Lyn 💕

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

**TBA**

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.

## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL

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