Physical Security

**Event Confirmation Form (NEW LOCATION)!** ➡️ We kindly request you fill out this **event confirmation form** to confirm your attendance for the event and your dietary requirements - [https://forms.gle/3KHTRMddqW2RXvig9](https://forms.gle/3KHTRMddqW2RXvig9) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ## **What's On? 👀** **Speaker:** Paul McCarty **Title:** Rise of the AI Anti-Patterns **Abstract:** AI full-stack “vibe coding” platforms repeatedly converge on the same default stacks and the same failure modes. When your agent encounters an obstacle, it chooses the easiest path to get around it, which often means doing the bad security thing. If you know where to look, these "bad things" coalesce into several standard "AI anti-patterns". This talk will dive into these anti-patterns and underscore why you need consistent security tooling, because the agent can (and will) make insecure choices to satisfy the prompt. ## **Location** 📍(NEW!) Origin Melbourne M01, Ground Floor 321 Exhibition St Melbourne VIC 3000 ## **Agenda ⏰** * 5:30 - Food is served * 6:15 - Session start * 7:30 - Post-event networking \-\-\- Note: Please complete the event confirmation form: [https://forms.gle/3KHTRMddqW2RXvig9](https://forms.gle/3KHTRMddqW2RXvig9)

**Dr Watson's Bar** is a modern, street-level, bar on Collins Street. Come along for relaxed socialising and making new friends in a change of scenery. 📍Location: Dr Watson's Bar, 417 Collins Street, Melbourne, Vic 3000 Beers On Tap: [https://www.thesherlockholmes.com.au/beers-on-tap](https://www.thesherlockholmes.com.au/beers-on-tap) Watson's Wine List: [https://www.thesherlockholmes.com.au/watsons-wine-selection](https://www.thesherlockholmes.com.au/watsons-wine-selection) Moriartys Mischievous Mixology (cocktails): [https://www.thesherlockholmes.com.au/moriartys-mischievous-mixology](https://www.thesherlockholmes.com.au/moriartys-mischievous-mixology) Food Menu: [https://www.thesherlockholmes.com.au/dr-watsonsbar-menu-2025](https://www.thesherlockholmes.com.au/dr-watsonsbar-menu-2025) Most people come along by themselves so don't worry if you don't know any of the other members. New people are always welcome. **How often do we have events? Weekly!** Join us at a different bar/pub each week to meet new people and see the familiar faces of the regular members. This is a regular weekly group for socialising and unwinding for the weekend. Events are also on: Bartopia [https://www.meetup.com/bartopia/](https://www.meetup.com/bartopia/) Raiders of the Lost Bars [https://www.meetup.com/barraiders/](https://www.meetup.com/barraiders/) Bartopia [https://www.facebook.com/groups/bartopia/](https://www.facebook.com/groups/bartopia/) Follow us on Instagram: [https://www.instagram.com/bartopia.melbourne/](https://www.instagram.com/bartopia.melbourne/)

Join the Kingston Music Club Melbourne for an enjoyable evening of group singing and acoustic music. Whether you're a seasoned performer or a newcomer looking to share your love for music, everyone is welcome to join in the fun. Bring your favorite instrument or just your vocal cords, and immerse yourself in the joy of live music. This event is the perfect opportunity to connect with fellow music enthusiasts, exchange song recommendations, and above all, enjoy the magic of making music together! We meet on the second and fourth Thursday evenings of each month at the Dingley-Heatherton Uniting Church Hall, 186 Old Dandenong Rd, Heatherton 3202.

Join us for a relaxed, no‑pressure networking evening designed to bring Melbourne’s business community together with purpose. There’s no formal agenda—just quality conversations and genuine connections, hosted by the team at [PropertySensor](https://www.propertysensor.com). **What to expect** A connection‑first environment (no sales pitches) Opportunities to expand your professional network Potential client introductions and new business leads - without the hard sell **Good to know** Cost: Free to attend (limited places — please register early) Food & drink: Available for purchase at venue restaurant / bar prices Bring: Your business cards and an open, collaborative mindset All Melbourne business professionals are welcome. Come to connect, share ideas and discover opportunities.

This is a public lecture every month on the second Tuesday at the Unitarian hall in East Melbourne. It is also on zoom. For details see http://vic.theatheist.net/ Or ring John 0411 143744

We're back to Francesca's Bar for night of trivia. It's been a while. Know some stuff? Come down. Don’t know a lot of stuff? Neither do I, but still going. Sit with the smart people and share their glory. Get in early you'll catch the end of happy hour which finishes at 7. Join is for a chance at glory and a $100 voucher for the winners on the night. Francesca's still has all of their woodfired pizzas, but have extended the menu now. [https://www.mryum.com/francescas/menu/food](https://www.mryum.com/francescas/menu/food) A $20 deposit is required for this event and will be refunded on the night once you arrive. This is to cut down on no shows. The deposit is only refundable if you show up on the night, otherwise it will go toward Meetup fees. The deposit will be required 48 hours from RSVPing to the event or you will be moved removed from the event. Please make payment to the following account only if you are on the going list. Please note the bank details. BSB 013125 Account 150808654 Please let me know once payment is made. Please use your name and venue as reference. This is kind of important as I am collecting deposits for many events. And don't forget to check out our Facebook page. https://m.facebook.com/pages/category/Community/Northside-Explorers-113121036867952/?__nodl&refsrc=https%3A%2F%2Fm.facebook.com%2Ffbrdr%2F274%2F113121036867952%2F&_rdr

**—— Details ——** We will meet at the starting point, take round trip around the Tan and a short stroll inside the botanical garden. BYO coffee/ water bottle. Dress for outdoor walk. Come along & simply say, "Hi, it's my first time joining the group event." or ask the organiser to introduce you. You can take it slow and start from there. If you enjoy the conversations, take the initative to invite others to hang out over a bite/ drink after. **\-\-\- Running Late \-\-\-** If you are running late, please message at least 30 mins in advance. We will wait up to 15 mins before heading off. We won't be able to keep track of messages once we start. **\-\-\- RSVP / Change of Plan \-\-\-** Change of plan or decide not to attend is absolutely okay. Please do update your RSVP to "NO", so others can have the opportunity to attend. **\-\-\- Intro \-\-\-** Kudos 2 Friends is a Melbourne based community created for individuals who are looking to expand their social circle and form long term friendship overtime. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, hiking, sporting, chilling, etc. Above all, we’d like to celebrate the importance of friendships. So if you are looking to expand your social circle and explore new adventures and venues in Melbourne, come join us! **\-\-\- Heylo App \-\-\-** We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please download the Heylo app from the App store and let the organizer know if you would like to be added to the Heylo Group at the event. We will send an invite to attendees to the group. (give us some time) **\-\-\- Rules \-\-\-** Admin will only add members to the group with a clear profile picture. (No hidden behind sunglasses, masks, drawings) **You might be removed from the group in the case of…** * no show * without a clear profile picture * anti-social behaviour (i.e. acts rude / disrespectful regularly) * take advantage of individuals for personal gain(s) **\-\-\- Privacy \-\-\-** Do not disclose your contact number in this post comment. We will delete your comment/info as soon as we see it to protect your privacy.

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)

Ready to organise a meetup event? RSVP for this event. Let me know what it is you wish to do so that I can appoint you as Event Organizer soon thereafter.

Join us for a relaxing time of folding together at the Ratio chocolate factory in Brunswick! Bring a fun origami project to fold and share, all while sipping on delectable hot chocolate! Standard origami paper will be provided. We just ask for a gold coin to help with group expenses.

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

PO Box 21. Is a speakeasy in the basement of Highbanks Distillery in Westerville. Check out the menu: https://www.poboxtwentyone.com/home

**Tickets are on Sale now $22.00 curtainplayers.org** **please list your seat number in comments . Purchase in E .We also will meet for lunch if interested which is posted separately 😊**

Join us this Thursday (5/14) at 6:30 pm at Rocky Fork Metro Park in Westerville as we walk about 2.5 miles of a fully paved trail. The Beech Woodland trail is a flat yet scenic trail with a variety of landscapes. Let’s take it in together!

Hey Everyone! Let's meet at Belle's Bread Bakery and Cafe. There is lots of free parking and easy access to the cafe and many shops and restaurants as well. This is a great way to meet new and old friends while chatting about life and practicing English language speaking skills. All are welcome and encouraged to join us anytime between 11am and 1pm. Looking forward to seeing you soon.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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