System Administration

**Event Confirmation Form!** ➡️ We kindly request you fill out this **event confirmation form** to confirm your attendance for the event and your dietary requirements - [https://forms.gle/c3M42MHZD8EvYoaf9](https://forms.gle/c3M42MHZD8EvYoaf9) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ## **What's On? 👀** **Panel:** AppSec in the age of AI **Speakers:** * Tim Thacker - Co-Founder & CTO @ Nullify * Paul Theriault - Senior Security Architect @ Atlassian * TBC **Abstract:** From automated security coding reviewers to promises of fully automated AppSec engineers, AppSec arguably is one of the happening spaces of cybersecurity when it comes to AI. But what's hype and what's the reality? In this panel we not only explore that question but we also share first hand experiences of organisations evolving their AppSec programs in the age of AI, from the wins and the failures, to the workflows that actually stuck. Our panelists bring perspectives from across the trenches: security engineers embedding AI into code review pipelines, product security teams rethinking what "shift left" means when developers have AI copilots, and leaders navigating the uncomfortable truth that AI can both accelerate your defences and your attackers. Whether you're just beginning to explore AI-powered security tooling or are already knee-deep in the implementation, this panel will cut through the noise and give you a grounded, practitioner-first view of where AI in AppSec stands today and where it's actually headed. ## **!!! New Location** 📍 EY Melbourne 8 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/c3M42MHZD8EvYoaf9](https://forms.gle/c3M42MHZD8EvYoaf9)

🙋‍♀️ **Welcome to our Tuesday Social + Language Exchange at La Di Da** Join us every Tuesday night at **La Di Da** for a relaxed, social language exchange where people from all over the world come together to meet new friends, practice languages, and enjoy good conversation. 👉 **Tuesdays are language-focused.** We set up dedicated areas to make it easier to practice, including **Spanish ↔ English** spaces, while still keeping the night social and flexible. You’re free to move around, mingle, and join different conversations at your own pace. 👉 **Big, welcoming crowd.** We consistently have **100–150 people** attending our Tuesday events, as this meetup is listed across multiple groups. Some people arrive early, others later — the busiest and best time to come is **between 6:00pm and 9:00pm**. 👉 **Great for English practice & cultural exchange.** You’ll meet native and non-native English speakers, as well as people from Europe, Latin America, China, Japan, Korea, and many other countries. The atmosphere is friendly, social, and beginner-friendly — no pressure, no lessons, just real conversations. 👉 **Who comes along?** • International students • Working holiday makers • Professionals & expats • Local Australians curious about languages and cultures 🎉 **At La Di Da — FREE ENTRY!** Come solo or with friends. Whether you want to practice a language, meet new people, or just enjoy a lively international crowd, Tuesdays are a great place to start. See you there!

"Atlassian’s recent global research, 96% of organisations reported no tangible benefit from their AI initiatives" https://www.forbes.com.au/news/innovation/why-perspective-not-perception-is-key-in-a-world-of-ai \-\-\-\- We've had SDLC, agile and now AI ... yet projects seem to take longer than ever to complete. What we do know is that the faster we complete project the greater the value we deliver. The real question we need to understand as project managers is 'how do we best leverage AI to accelerate delivery?'. Tonight - we will dive into that question. We will have a presenter sharing what one organisation has done to uplift AI skills across their workforce, implement AI Agents, and benefits that brings. We will then expand to a panel to have a much longer conversation about how we as project managers can use AI to accelerate our delivery across the delivery lifecycle. Our speakers for this evening: **Andrew Mair** Andrew will help us set the scene this evening. He will share insights from leading recent implementations of AI and AI Agents and reflect on their impact on the people, process and policy implications for the organisation. We'll then step into a broader panel conversation where we have a range of panelists tease apart key ideas. * Andrew Mair Andrew is a leader in the technology space and has been leading the creation and adotption of AI initiatives across several different clients. He brings exprerience across Government and commercial roles including expertise in digital strategy and delivery, and is expert at bridging the gaps between business, IT and customers. * Neha Rahaman Neha is a Partner and Head of Delivery at Fabric Group, where she leads large-scale digital transformation and delivery programs for enterprise clients. With extensive experience in building high-performing product teams and modern delivery practices, Neha focuses on helping organisations accelerate outcomes through better operating models, automation, and emerging technologies such as AI. In this panel, she will share practical insights on how AI can enhance delivery efficiency, improve quality, and enable teams to move from traditional project execution to faster, product-led value delivery. * Events like this cannot occur without the support of sponsors. Tonight, we are delighted to welcome a new sponsor to our group - Fabric Group. Fabric Group is a collective of passionate technology professionals focused on delivering bespoke software solutions for our clients. With deep expertise in strategy, design, and software engineering with a distinctive design-thinking approach, to solve complex business challenges and drive measurable outcomes.

Join the Melbourne River Sangha for a public talk and Q&A session guided by Brother Pháp Lữ, a disciple of the Venerable Zen Master Thích Nhất Hạnh and senior monastic in the Plum Village tradition. This evening will offer insights into mindfulness and health practices that support inner peace and harmony. Brother Pháp Lữ will share teachings on the interdependence between the food we consume, our body, our mind, and the environment we live in, followed by the opportunity to ask questions and deepen your understanding of these practices. Supporting Teachers: **Sister Thuần Tiến, Sister Diểm Nghiêm, and Lay Brother Harry Huy Nguyen (Brother Mountain)** are disciples of the late Zen Master Thích Nhất Hạnh. **For the full event details and to register, please visit our Eventbrite page: [https://www.eventbrite.com.au/e/mindfulness-health-talk-w-br-phap-lu-disciple-of-thich-nhat-hanh-tickets-1982608252654](https://www.eventbrite.com.au/e/mindfulness-health-talk-w-br-phap-lu-disciple-of-thich-nhat-hanh-tickets-1982608252654)**

Event Organizers Wanted for this group. Let us know what it is you wish to Organize from time to time. RSVP yes for this meetup or contact the groups Organizer.

**\*\*\*This is a pre-booking event. Please visit [artmasterclass.com.au](https://www.artmasterclass.com.au/) choose your ceramic, use the MEETAMC10 coupon code, and make a reservation.\*\*\*** **Ceramic Paint & Sip Workshop - Melbourne** **Hosted by Art Masterclass** Unleash your creativity at our fun and relaxing Ceramic Paint & Sip Workshop! Whether you're a seasoned artist or have never touched a paintbrush before, this workshop is perfect for all skill levels—no prior knowledge is required. Join us for different sessions every day, where you can personalize your ceramic masterpiece while enjoying a glass of wine in the heart of Melbourne. Book your session today and experience the joy of art in a fun and social setting!

Visitors and newcomers are very welcome, please see https://hackmelbourne.com/newcomer-faq/ for more details. COVIDSafe restrictions are also in place, please see https://hackmelbourne.com/covid-19-restrictions/ for the latest. Short walk from Glenferrie train station. Car parking at Hawthorn town hall. Bring a laptop and a project you are working on. There is also a number of group projects that you are welcome to join in. We have starter kits for Arduino, a couple of 3D printers, various tools and equipment available for use. Typically our sessions run from 6:45pm till later in the evening (depending on our members' availability to close) but if you're new please come early.

Hi Architects, Welcome to our next AWS Melbourne Well-Architected User Group Meetup for 2026, including more exceptional speakers and topics! :-D At each meetup we covered off various pillars in detail, best-practices and insights from industry leaders that specialise in the Well-Architected Framework. And giving away drones, of course. Lots of drones. We’ll be updating throughout the month with more speakers and our speakers so far this month include: * **Andrew Goifeld, Co-founder, Resilera** **“Truly Well-Architected Reliability, the agentic way”** What is the boundary between effort and cost of reliability? Andrew will discuss how in the future, using chatbot with LLM inference will be too expensive. We will demonstrate current and future approaches to reliability on AWS. * **Mystery Speaker** **From hype to disappointment to light at the end of the tunnel; An Agentic AI Journey** In this case study talk, we'll go through all the highs and lows of architecting and building AI Agents using all your favourite tools and what we discovered along the way. This month's menu will include: * Pizzas * Beer: Nastro Azzurro * Wine: Big and red 🤤 NB: Please check in up the stairs from the ground floor to the Mezzanine Level. So come join us at 5:30 for a 6pm **SHARP** start, followed by beer, wine, pizza and friendly networking after our talks :-)

Welcome to our little badminton crew! 🏸 We’re a small non-profit community group who simply love playing badminton, staying active, and bringing people together. Everyone here volunteers their time, and any small fees just go towards court hire and shuttlecocks so we can keep the games going for everyone. All skill levels are welcome — whether you’re a beginner or have played for years. It’s all about good vibes, friendly rallies, and meeting new people who enjoy the sport. Come join us and let’s play! 🙌 Fee includes shuttlecocks and court hire. Racket hire: $2 each if you don’t have one.

What the #%\*@ is impact? In a world where corporations are judged on their social impact nations unite over goals for environmental sustainability and happiness is considered as a rival metric for a country’s GDP– organisations need to measure the impact their organisation has on the real-world, not just their own bottom line. But what even IS impact? Is it important for companies that don’t have social or environmental goals? How do you measure it? This workshop will first introduce the concept of Impact, followed by a dive into how it’s defined and measured around the world in a dozen different domains and ultimately how we might apply it to produce products that pack a punch. **Our facilitator** [JJ Monester](https://www.linkedin.com/in/jjmonester/) works as an Associate Product Manager for the non-profit news media company, The Conversation International, a company which democratises knowledge by bridging the gap between academic research and the general public. Having worked on products where providing evidence of Impact to customers is fundamental, he has gone deep into the complex and nuanced world of understanding what frameworks attempt to achieve. Grokking organisational impact is an area of learning JJ could get lost in, and possibly already has :-). As an area that he is spending time on in his day to day, yet still feeling like he’s a beginner, he’s very much looking forward to sharing what’s he learning and getting deeper into the concepts alongside you all. Let’s have fun together. Our wonderful sponsors; [Revity](https://www.linkedin.com/company/revity-group/): Revity helps startups, scaleups and established organisations deliver product-led quality software outcomes. We partner with businesses to build high-performing teams, uplift engineering capability, and deliver product outcomes that last beyond the project.From applied AI and mobile apps to global expansion and customer lifecycle platforms, we focus on practical, scalable solutions that drive business value.At Revity, we don’t just deliver projects, we empower teams to learn by doing, so organisations grow stronger with every engagement. [Amplitude](https://www.linkedin.com/company/amplitude-analytics/): We help companies build better products\. \| We help companies unlock the power of their products\. • Join the team: [http://amplitude.com/careers](http://amplitude.com/careers) • Join the community: [http://community.amplitude.com](http://community.amplitude.com/) • Join our user groups: [https://community.amplitude.com/p/groups](https://community.amplitude.com/p/groups)

Integral to the modern data scientists toolkit is understanding how to turn data into decisions. A core part of this is thinking about the end stage of your analysis pipeline, and how the communication and visualisation of your results will factor into decision making. But it's not just enough to deliver a solution. Part of successfully supporting end-user decisions comes from co-design. That means thinking about end user needs and how your end-users will engage with your solution. This talk explores both of these issues using fantasy basketball statistics. So come along if you have a love of data and data-driven decision making. Also come along if you are fan of sports analytics or forecasting.

Hello everyone! Join us for an Apache Kafka® x Apache Flink® x Apache Iceberg® meetup on **Mar 18th from 5:30PM**, hosted by intelia in Melbourne! The address, agenda, and speaker information can be found below. See you there! **Venue**: intelia L3, 31 Queen St, Melbourne 3000 IMPORTANT: Please note that for security purposes, all attendees are required to sign in at the lobby to get into the building. \*\*\* **Agenda:** * 5:30pm: Doors open * 5:30pm - 6:00pm: Pizza, Drinks, and Networking * 6:00pm - 6:30pm: Olena Kutsenko, Staff Developer Advocate, Confluent * 6:30pm - 7:00pm: Paras Sitoula, Technical Lead, Tabcorp * 7:00pm - 7:30pm: Additional Networking \*\*\* **Speaker:** Olena Kutsenko, Staff Developer Advocate, Confluent **Talk:** Keeping data private in real-time pipelines **Abstract:** We all love real-time data — clicks, payments, rides, messages — but most of it comes with a catch: it contains personal information we're not supposed to leak, such as names, emails, locations, or even small clues that can identify someone. The challenge: how do we keep streaming data useful and safe at the same time? In this talk, we'll explore practical ways to protect privacy in streaming systems using Apache Kafka, Apache Flink, and Apache Iceberg. We'll cover: - simple tricks like masking and tokenizing PII; - why "anonymous" data often isn't anonymous (the re-identification problem); - techniques like bucketing, k-anonymity, and adding noise; - how to balance privacy with data utility (too much hiding makes data useless). Along the way, we'll look at real-world stories: from public data leaks to surprising deanonymization attacks, and show live demos of pipelines that anonymize data before it's written to storage. If you've ever wondered how to build privacy-aware pipelines, this talk will give you practical patterns you can use right away. **Bio:** Olena is a Staff Developer Advocate at Confluent and a recognized expert in data streaming and analytics. With two decades of experience in software engineering, she has built mission-critical applications, led high-performing teams, and driven large-scale technology adoption at industry leaders like Nokia, HERE Technologies, AWS, and Aiven. A passionate advocate for real-time data processing and AI-driven applications, Olena empowers developers and organizations to use the power of streaming data. She is an AWS Community Builder, a dedicated mentor, and a volunteer instructor at a nonprofit tech school, helping to shape the next generation of engineers. As an international speaker and thought leader, Olena regularly presents at top global conferences, sharing deep technical insights and hands-on expertise. Whether through her talks, workshops, or content, she is committed to making complex technologies accessible and inspiring innovation in the developer community. \-\-\-\-\- **Speaker:** Paras Sitoula, Technical Lead, Tabcorp **Talk:** Building an AI Agent on Kafka — Architectural Realities Beyond the Demo **Abstract:** Large Language Models make it deceptively easy to build an “AI agent”: consume an event, call a model, produce a decision. But when this pattern is introduced into a high-throughput streaming system built on Apache Kafka, the architectural assumptions begin to shift. Kafka is optimized for predictable scaling, low latency, and deterministic event processing. LLM-based agents, by contrast, introduce seconds-level latency, per-call cost, rate limits, and non-deterministic outputs. What appears straightforward in a demo can quickly create consumer lag, cost escalation, replay inconsistencies, and new operational failure modes in production. In this session, we will: * Build a simple event-driven AI agent on Kafka * Examine the architectural tension between streaming systems and LLM workloads * Explore the impact of latency, cost-per-event, backpressure, and rate limiting * Discuss how non-determinism affects replay and auditability * Present practical design patterns to isolate and control AI workloads in streaming environments Rather than focusing on prompt engineering, this talk takes a systems-design perspective. It is aimed at engineers and architects who are experimenting with AI in real-time platforms and want to understand the production trade-offs before deploying at scale. **Bio** Paras is a seasoned software/date engineer with significant experience in developing and optimizing realtime scalable systems. At Tabcorp, Paras leads a high-performing team, developing and optimizing real-time transaction monitoring systems utilizing technologies like Apache Kafka and Neo4j. With a robust background in both real-time and batch data processing, Paras has extensive experience across various platforms and tools, including AWS, Databricks, and Spark, which he leverages to deliver high-performance data solutions. \*\*\* If you would like to speak or host our next event please let us know! community@[confluent.io](http://confluent.io/)

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

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

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

Is your business taking more of your time than you would like? [Rob Young](https://www.linkedin.com/in/cinci-robyoung/) principal at [Stage 3 Group](https://www.linkedin.com/company/stage-3-group/), hosts this workshop series and is the author of Stage 3 Success. * Provides a framework and a playbook for leaders of emerging businesses * Reviews business management tools and techniques for scaling and maturing a business * How to recognize and leverage stories hidden in financial statements * How to implement financial and operational controls and use leading indicators to spot trouble before it occurs * How to manage your time for maximum effect * How to deal with nonperforming employees * How to create standard operating procedures throughout your organization Four sessions will include two hours of content and an optional 90-minute hands-on lab. Reserve your spot via this link: https://clintonvilleba.com/calendar/#!event/2026/3/20/chaos-to-clarity-to-control ($200 for non-CABA members.)