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1.  Parser Differentials 2.  I Built a RAG Chatbot. Then I Broke It

1. Parser Differentials 2. I Built a RAG Chatbot. Then I Broke It

Fri, Aug 28, 8:30 AM
From Ruxmon Melbourne
4.8

*Talk Submissions*: [ruxmon@proton.me](http://ruxmon@proton.me%2A%2A/) **1\. Parser Differentials \- SiJing \(@moat\) and chsh** This is one of the bug classes we are always super excited to find and never tire from hearing about. In this talk we will go through a brief review of the latest literature around parser differentials, then examine a real case where an unchecked assumption could have caused huge problems in a complex cloud setup. **2\. I Built a RAG Chatbot\. Then I Broke It \- Sahil Devkota** Building an AI chatbot is exciting until someone tries to break it. In this talk, we'll explore prompt injection attacks in RAG systems, how attackers can manipulate AI to ignore its instructions, leak private data, or behave in unexpected ways. We'll also look at simple, practical ways to defend against these attacks. Whether you're a developer building AI applications or just curious about AI security, you'll leave with a practical understanding of how prompt injection works — and how to make sure your RAG system doesn't become someone else's weapon. **Location** Room 080.02.002 at RMIT (Building 80) - 445 Swanston St, Melbourne **Discord** [Discord Invite](https://discord.gg/2qcaxce8Mw)

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45 attendees
Social Ads Accelerator: 1 Day Intensive Workshop in Melbourne

Social Ads Accelerator: 1 Day Intensive Workshop in Melbourne

Thu, Aug 20, 2:00 PM
From Mangates Global Professional Learning Network

**Social Media Ads Bootcamp: Solving the Real Challenges That Cost You Ad Spend** "Great ad campaigns aren't luck. They're built, one day is enough to turn wasted spend into measurable results." **Ready to secure your spot? 🎯 Register now and complete your payment securely via Stripe Checkout!** [Click Here](https://buy.stripe.com/8x2bJ1aam1YGeG4aeg2oE43) **Program Details** **Duration:** 1 Full Day (8 Hours) **Delivery Mode:** Classroom (In-Person) **Language:** English **Credits:** 8 PDUs / Training Hours **Certification:** Course Completion Certificate **Refreshments:** Lunch, Snacks, and beverages will be provided during the session **Solve These Problems Before Your Next Ad Campaign** **If you would like weekend training sessions, kindly reach out to us at [info@mangates.com](info@mangates.com) for availability and scheduling.** **Where Ad Campaigns Actually Fall Apart** Not in the platform. Not in the budget size. Usually right at the moment targeting, creative, or bidding decisions go wrong and there's no clear system to catch it. That waste isn't inevitable it's a signal most marketers don't know how to read until the budget's already gone. This bootcamp closes that gap. Nine modules, each built around a real ad performance challenge, each giving you a technique you can apply immediately. **At a Glance** 9 modules. 1 day. 1 complete ad campaign process, covering everything from audience targeting and creative development to budgeting, platform-specific strategy, and performance optimization. No wasted sessions, no filler content, just a working framework you can apply the moment you walk out the door. **Nine Sticking Points, Nine Fixes** * **You don't understand how paid social ecosystems actually work** — Module 1 covers paid social platforms, their benefits and challenges, and key differences between ad platforms. * **Your targeting feels like a guess, not a strategy** — Module 2 covers audience segmentation, buyer personas, and retargeting with custom audiences. * **Your ad creative doesn't grab attention or convert** — Module 3 focuses on persuasive ad copy, effective visuals, and consistent branding. * **Your budget disappears without clear results** — Module 4 covers realistic budgeting, CPC/CPM/CPA models, and allocating spend across platforms. * **You're not getting results from Facebook or Instagram ads** — Module 5 covers Meta Ads Manager, lookalike audiences, placements, and A/B testing. * **LinkedIn and Google campaigns underperform** — Module 6 covers B2B targeting on LinkedIn, keyword and display targeting on Google, and measuring success through insights. * **You can't tell what's working and what isn't** — Module 7 covers key performance metrics, identifying underperforming ads, and refining campaigns with data. * **Your ads risk violating platform policies or losing relevance** — Module 8 covers ad policy guidelines, avoiding ad fatigue, and managing client expectations and reporting. * **You're not sure how to turn lessons into a real strategy** — Module 9 covers reviewing real-world campaigns and building your own mock ad plan. **Nothing Here Happens in Isolation** Weak targeting leads to wasted budget. Generic creative undermines even well-targeted campaigns. Fix these in silos, and you're still patching one leak at a time. This bootcamp connects the fixes, so by day's end, you're not holding scattered tactics — you have one connected process from targeting to optimization. **The Method Behind the Fixes** Rather than presenting abstract theory, each module follows a practical, hands-on structure: 1. **Identify the problem** — What typically goes wrong at this stage, and why 2. **Learn the framework** — A structured, repeatable method to address it 3. **Apply it immediately** — Through hands-on activities and platform practice 4. **Walk away with a tool** — Something usable in your very next campaign **What You'll Be Able to Do Differently** By the end of this bootcamp, you will be able to: * Create and manage effective paid campaigns across multiple social media platforms * Target audiences strategically and optimize ad delivery for maximum performance * Use analytics tools to measure, interpret, and improve ad results * Allocate budgets and manage bidding strategies effectively * Create ad content that drives engagement, clicks, and conversions **Who Faces These Problems (and Should Attend)?** * Digital marketing freelancers * Marketing agencies managing paid campaigns for clients **©2026 Mangates Tech Solutions Pvt Ltd. This content is protected by copyright law. Copy or Reproduction without permission is prohibited.** **Format** Practical, applied learning — hands-on platform exercises and activities built around real ad performance challenges. You'll practice solving the actual problems, not just discuss them. **For Teams Facing the Same Challenges** If your agency or marketing team is running into these issues collectively, this bootcamp is available as a customized in-house session — tailored to your industry, platforms, and specific pain points. Delivered on-site or virtually, with group pricing available. **📧 Contact us today to schedule a customized in-house session: [corporate@mangates.com](corporate@mangates.com)** **FAQs** **1\. Do I need prior experience in running ad campaigns to attend?** No, the bootcamp works for both beginners and experienced marketers looking to sharpen their skills. **2\. Is this bootcamp only for agency professionals?** Not at all it's built for digital marketing freelancers and agency teams managing paid campaigns alike. **3\. Will I learn how to actually set up campaigns\, not just theory?** Yes, Module 5 and Module 6 walk you through hands-on platform setup across Meta Ads Manager, LinkedIn, and Google Ads. **4\. What if my targeting always feels like guesswork?** Module 2 is built exactly for covering audience segmentation, buyer personas, and retargeting with custom audiences. **5\. Does the bootcamp cover budgeting\, not just campaign strategy?** Yes, Module 4 covers realistic budgeting, CPC/CPM/CPA models, and how to allocate spend across platforms. **6\. What if my ad creative isn't converting?** Module 3 focuses specifically on persuasive ad copy, effective visuals, and maintaining brand consistency. **7\. Is this bootcamp only about Facebook and Instagram ads?** No, Module 6 also covers LinkedIn B2B targeting and Google's keyword and display targeting. **8\. Will I leave with something I can actually use right away?** Yes, every module follows an identify-learn-apply structure, so you walk away with a tool usable in your very next campaign. **9\. Can this bootcamp be customized for our agency or marketing team specifically?** Yes, group sessions can be tailored to your industry and platforms, delivered on-site or virtually. **10\. What does the day actually involve besides lectures?** Hands-on platform exercises, activities, and a mock ad plan built around real ad performance challenges — practical application, not passive listening. **11\. What is the refund policy?** You are eligible to request a refund up to 7 days before the event.

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1 attendee
🍜Asian Background Social: Lounge Asia Melbourne  (Easy English) 6pm

🍜Asian Background Social: Lounge Asia Melbourne (Easy English) 6pm

Wed, Aug 19, 8:00 AM
From 🍜Asian Background Social: Lounge Asia Meetup (Easy English)
4.7

Why People Love Lounge Asia 🍜 Asian-focused event 🤝 Many guests come alone 💬 No need for perfect English 🌏 No games or forced introductions — just enjoy the conversation Lounge Asia began within the Asian community, so people from Asia often feel comfortable and at home here. At the same time, everyone is welcome — locals, expats, travellers, students, returnees, digital nomads, and globally minded people. ━━━━━━━━━━ How to Join 1️⃣ Tap "RSVP" on this page 2️⃣ Show your Meetup QR code at reception 3️⃣ Collect your name tag and start meeting people ✅ Early RSVP is free ✅ RSVPs made within 24 hours of the event start time are $5 ✅ Limited capacity — please RSVP early Many people attend alone, so don't worry if it's your first time. ━━━━━━━━━━ How to Find Us 📍 Venue La Di Da 577 Little Bourke St, Melbourne VIC 3000 ⏰ Start Time — Melbourne Local Time 6:00 pm ⚠️ Important: This is the local time in Melbourne. Meetup may display Brisbane time or another time zone, so please follow the local time shown above. ━━━━━━━━━━ 🍺 Please Support the Venue This event is free or low-cost because the venue supports our community. Please purchase at least one drink during the event. Your support helps us keep organising events at great venues. ━━━━━━━━━━ 💚 Please Be Respectful Lounge Asia is a friendly social event where everyone should feel comfortable and welcome. 🚫 This is NOT a pickup or dating event. Anyone who makes others uncomfortable may be removed immediately. Not allowed: harassment, unwanted attention, MLM / crypto / religious recruitment, or anything that makes others uncomfortable. Organisers reserve the right to refuse entry or ask anyone to leave. 🪪 A valid government-issued photo ID is strictly required for entry. No photo ID, no entry. Driver's licences must be issued by the government of the country where the event is held. 📸 Photos and short videos may be taken for community and promotional purposes. If you prefer not to appear, please let an organiser know when you arrive. ━━━━━━━━━━ Lounge Asia is already growing in Australia and is now expanding across Asia — Japan, Korea, Thailand, Vietnam, Malaysia, Indonesia and Singapore. Our goal is simple: More friendship, more understanding, and more genuine connections across cultures. 📱 Join the Lounge Asia Australia WhatsApp Group Stay connected with the Lounge Asia community after the event. ✅ Hear about upcoming Lounge Asia events ✅ Meet local and international people ✅ Stay connected with people you meet ✅ Receive community news and event updates [👉 Join the WhatsApp group:](https://chat.whatsapp.com/EgS1bseR5Lq4eykvjMsEIS) 📱 Instagram: @_lounge_asia [🎥 Watch Event Video:](https://www.youtube.com/watch?v=tNak_cu9CXw) [👉 GET VIP ACCESS:](https://forms.gle/t6GXAjTNFECetVuZ8) ━━━━━━━━━━ 🌏 Come say hi! Hey, come hang out! 来一起玩吧! 一起來聊天吧! 気軽に遊びに来てね! 편하게 놀러 와요! มาเจอกันนะ! Tới chơi nha! Tara, sali ka na! Yuk, gabung! လာပြီး အတူပျော်ကြရအောင်! មកលេងជាមួយគ្នាណា! ມາພົບກັນເດີ້! Хамтдаа цуглацгаая! Komm einfach vorbei! Jom join kita! See you at Lounge Asia!

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122 attendees
Networking Drinks for Builders & Doers

Networking Drinks for Builders & Doers

Fri, Aug 28, 8:30 AM
From The Entrepreneur Club (Melbourne)
4.5

**🍻 The Entrepreneur Club – Last Friday of the Month Drinks** **Not your average knock-off drinks.** Join us for a monthly gathering of entrepreneurs, builders, creatives, and self-starters who believe business is more than just work, it’s a personal growth journey. Whether you're scaling something or just starting out, this is a space to meet others who think like you do. **💬 What to Expect** ✅ Real convos with people building something ✅ A place to bounce ideas, swap challenges, and share wins ✅ Opportunities to give value and get it in return ✅ Chill vibes, no pitches, just smart people in good company You don’t need a title or a polished pitch, just curiosity and the willingness to connect. **🗓 Format** **6:30pm** – Arrive, grab a drink, join a convo **8:30pm** – We wrap, or roll on elsewhere 📍 **The Oxford Scholar** We take over a corner of the bar (Back Bar or Atrium), look for the crew with ideas in one hand and a drink in the other. **🎯 This is for you if** * You want more entrepreneurial people in your life * You’re building something, or want to be * You care about growth, not just small talk Bring a question. Bring a challenge. Bring your curiosity. Last Friday of every month. Let’s make it count.

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48 attendees
Elevating Goals: Playing a Bigger Game

Elevating Goals: Playing a Bigger Game

Sat, Aug 22, 12:30 AM
From Coffee with Purpose

Ever felt like you were playing small and wanted to achieve more? Or that you felt like you were made for bigger things? This is the workshop for you! At our August workshop, we'll unpack what you can do to operate and perform at a higher level.

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1 attendee
September Community Night - Christian Azuero and Paul Dart

September Community Night - Christian Azuero and Paul Dart

Tue, Sep 1, 7:30 AM
From Melbourne OT Cybersecurity Community Night
4.9

Hello friends, This month we will (finally!) be an entirely standalone community event, not for profit and volunteer run. We have booked a large event space in the Multicultural Hub across from Vic Market. We are seeking a pizza / beer sponsor. **We can also really use additional volunteers to watch the door, help carry in food and drinks, or help with set up or clean up. Please send us a message if you're able to help.** This event will survive if people are involved and want to make it survive! Cheers, Lesley **Talk 1:** Oil Under Attack: War, Cyber Threats, and Global Energy Security This session explores how modern conflicts are reshaping global energy security by targeting oil and refinery infrastructure through both physical and cyber means. It examines how refinery process works, and how industrial control systems (ICS) within refineries, including SCADA, PLCs, and legacy protocols, can be disrupted or manipulated to create real-world consequences such as production outages, safety incidents, and supply chain instability. By drawing parallels with hands-on OT lab environments, the session demonstrates how attackers can impact critical processes, and how defenders can detect abnormal behaviors across IT and OT networks. It highlights the importance of bridging cybersecurity practices with operational realities to protect critical energy infrastructure in an era of hybrid warfare. **Speaker:** Christian Azuero is a cybersecurity specialist and Technical System Consultant at BMM Testlabs with over five years of experience across firewall auditing, threat detection, DFIR, and regulatory compliance. He designs hands-on Blue-Team and CTF learning environments, including the Hacker Escape Room platform used by students and cybersecurity communities across Australia. Christian holds an MSc in Network & Security from Monash University and multiple industry certifications, and is passionate about making cybersecurity and OT education accessible, practical, and fun. **Talk 2:** Introduction to Railways Railways are one of the few areas of critical infrastructure that actively invites the general public into their facilities, but despite most people having travelled on a train, few people understand the systems that control them. This talk assumes no prior railway knowledge and will give you an introduction to how train control works and include some of the speaker's anecdotes from working on both the design and cyber specialist sides of the fence for suppliers, clients and consultancies. **Speaker:** Paul Dart is a chartered engineer who now focuses on cyber security. He started his career in radio and communications engineering. Now everything is just computers speaking to each other he moved to cyber security and has delivered from boardroom to ballast across a variety of railway systems.

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71 attendees
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Frequently asked questions

Meetup is used to connect individuals with local and virtual communities. Members can search for groups and attend events based on shared interests, fostering connections through both in-person and online gatherings.

You can browse Meetup by using specific keywords like 'growth hacking'. Filter by location to see upcoming events in Melbourne, matching your professional interests.

Anyone interested in growth hacking—from beginners to experienced professionals—can join. These events welcome diverse participants eager to expand their knowledge and network.

Yes, you can start your own group on Meetup. If you're passionate about growth hacking and want to bring other enthusiasts together in Melbourne, hosting is an opportunity to lead and build community.

To RSVP to an event, first join the Meetup group hosting it. Then click 'RSVP' on the event page. You'll receive updates and details as the date approaches.

Meetup offers free sign-up for joining events and browsing groups. Some events might charge a fee, which is set by the event organizer, not Meetup itself.

Yes, many growth hacking groups offer both online and in-person events. Check event descriptions on Meetup for format details.

Absolutely, you can join as many groups as you like. This way, you can explore various interests and attend numerous events in Melbourne and beyond.

Meetups provide opportunities for networking, skill development, and idea exchange. Professionals can gain valuable insights, collaborate, and develop business strategies.

Activity levels vary by group and organizer. It's best to check the group's event schedule and recent activity to gauge engagement.

No specific qualifications are required. Meetups are open to all, promoting inclusive environments for shared learning and networking.

While Meetups foster social connections, instant friendships aren't guaranteed. Regular attendance may increase your chance of forming persistent connections.

Events are organized by group hosts, so there's always a possibility of changes or cancellations. It's advisable to RSVP and stay updated on potential adjustments.

Meetup focuses on group activities rather than individual matchmaking. However, group events often provide networking moments where you meet like-minded individuals.

Not every location may host a growth hacking group. Availability depends on current organizers and the specific city interests.