ICT

**Cut Through the AI Hype: What’s Really Helping Software Engineers Build Better, Faster** Tired of the noise around AI and ready to see what’s actually driving impact? Join us for a deep dive into the latest global research on how AI is (and isn’t) helping software engineers ship higher-quality software at speed. **Vivek**, former Lead Data Scientist and founding team member at **Multitudes**, will unpack insights from their global **AI Impact Survey** — revealing where teams are finding real productivity gains and where the hype doesn’t hold up. At Multitudes, Vivek led the company’s Data and AI strategy, creating analytics tools that help teams perform better and work happier. He’s recently spoken at LAST Conf, holds a PhD in Optimisation via Quantum Computing, and is passionate about data-driven approaches to meaningful change.

While there is plenty of advice available out there about public speaking, we think the best way to gain confidence is to practice and learn by doing, in a fun, friendly forum over dinner. Gourmet Toastmasters is set in the familiar and comforting soundings of a restaurant. We meet monthly, on the second Tuesday of each month, upstairs at the Malvernvale Hotel. We have a range of supportive club members from beginners looking to improve their public speaking, through to long term experienced Toastmasters, who impart their gift of knowledge and experience for all club members. Guests are more than welcome to visit the club, so come along, make new friends, learn from others and experience their journey. **Date:** The second Tuesday of each month **Time:** 6:30pm - 9.30pm **Location:** Malvervale Hotel 1321 Malvern Rd, Malvern As we are located in a restaurant we have a set cost of $40 for a 2 course meal, and bookings are essential. So please email [contact@gourmettoastmasters.org](mailto:contact@gourmettoastmasters.org) to find out more. We hope to see you for dinner!

Hi everyone, I am so happy to announce our very first event for **Simple AI: Practical Tools for Life and Work (Melbourne)**. We already have 20 members in this group, which is a fantastic start! I started this community because I am passionate about making AI easy for everyone. I hate jargon and I love seeing people save time. For our first session, we are keeping it simple. This is an online "Big Picture" chat to set the stage for everything we will do together in 2026. **What we will talk about:** * What AI actually is (the plain English version). * Why I believe these tools are so useful for our daily lives and work. * A look at our roadmap, including future hands on workshops like prompt engineering and our monthly in person news meetups here in Melbourne. * A chance for you to ask anything and tell me what you want to learn. **How to join us:** This is a free online event. To help me manage the numbers and send you the calendar invite, please register via the Eventbrite link below: **Register here:** [https://www.eventbrite.com.au/e/simple-ai-a-relaxed-intro-to-what-it-actually-means-for-you-tickets-1978944340795?aff=oddtdtcreator](https://www.eventbrite.com.au/e/simple-ai-a-relaxed-intro-to-what-it-actually-means-for-you-tickets-1978944340795?aff=oddtdtcreator) **Join here:**[ https://meet.google.com/cce-dgdb-jht](https://meet.google.com/cce-dgdb-jht) **Event Details:** * **When:** Tuesday, 13 January 2026 * **Time:** 7:00 PM to 8:00 PM AEDT * **Where:** Online via Google Meet: https://meet.google.com/cce-dgdb-jht I really want this to be a helpful, welcoming space for you. Whether you are a total beginner or just curious, you are very welcome to join the conversation. I look forward to meeting you all online soon! John

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.

Tuesday nights just got better! Join us at **600 Little Collins St, Melbourne** for a **free beginners Bachata class** — the smooth, stylish Latin dance that’s taking over Melbourne. No partner, no pressure — just good vibes, great music, and easy-to-follow moves that anyone can learn. 🎶 **Here’s what to expect:** * Step-by-step Bachata basics (no experience needed) * A super chill, welcoming crowd * Music that makes you *feel* like you’re on holiday 📍 **Location:** The Salsa Foundation, 600 Little Collins St, Melbourne 🕕 **Time:** Tuesday 6 PM — arrive a few minutes early to check in 🎟️ **Cost:** Free (bookings required — limited spots!)

Develop your public speaking skills in a safe, fun, learning environment. North Melbourne Toastmasters is a place where you develop and grow - both personally and professionally. You join a community of learners, and in Toastmasters meetings we learn by doing. Whether you're an executive or a stay-at-home parent, a college student or a retiree, you will improve yourself; building skills to express yourself in a variety of situations. You'll open up a world of new possibilities - Gain confidence, courage and poise - Overcome nerves - Express yourself in any situation - Deliver engaging presentations - Communicate what you really mean - Enhance your professional and personal development - Learn managerial and leadership skills Join us at North Melbourne Toastmasters for this Toastmasters meeting. This is the perfect place to develop your public speaking skills in a safe, fun, learning environment. Come along for free as our guest to experience a North Melbourne Toastmasters Club meeting. North Melbourne Toastmasters meets on the 1st and 3rd Thursdays- 7:30pm-9:30pm. Come as a guest and get a feel of Toastmasters and our amazing club!

AWS re:Invent is Amazon Web Services’ flagship global technology conference, held annually in Las Vegas since 2012. Every year, the most critical updates and shifts around Kubernetes, Amazon EKS, and AI are first discussed, debated, validated, and refined at re:Invent — shaping technology decisions for years to come. This is not just another tech conference. It is where engineers, architects, and AWS core teams collectively define the future direction of cloud technology. Many AWS technologies are officially announced for the very first time at re:Invent. And just recently, AWS re:Invent has concluded in the US. From AWS re:Invent to Melbourne Bringing Global Cloud Insights to the Local Tech Community Shortly after re:Invent wrapped up, JR Academy is bringing first-hand insights from the global cloud stage directly to Melbourne. At this critical moment, JR Academy, together with KSUG, is hosting an in-person technical meetup to share real observations and discussions straight from the conference floor. This is not a replay or summary of re:Invent sessions. It’s a focused exchange that brings key global cloud judgments back to the local engineering community. Not a “Re-cap”, but a Deep Technical Exchange What engineers bring back from AWS re:Invent is rarely just slide decks. More often, it’s: Which EKS and AI directions were repeatedly discussed on-site Which technologies looked promising, yet sparked real debate among engineers How personal technical judgments and engineering thinking evolve after high-density information exposure These insights are difficult to fully capture through live streams, blogs, or recap articles — yet they are often the most valuable inputs for real-world technical decisions. JR Academy hopes to open these discussions to more engineers. **Event Focus** 🔹 First-hand perspectives from [AWS](https://aws.amazon.com) re:Invent Participants who attended re:Invent in person will share what they saw, heard, and felt — beyond what appeared in keynotes. 🔹 Amazon EKS & Kubernetes topics Exploring changes in platform capabilities, architecture design, and engineering practices, and discussing the next phase of Kubernetes within the AWS ecosystem. 🔹 AI insights & emerging trends Practical takeaways and new signals around AI from the conference. **Event Perks** 🎯 Food & drinks available from 5:30 PM – 6:00 PM (first come, first served) 🧃 Open networking & face-to-face technical discussions **Registration Notes** ⚠️ Amazon Office security requirements: Photo ID required (Passport or Driver’s License) Registration must be under your real name Thank you for your understanding. **Event Details** 📍 Location Amazon MEL12, Level 13 304/555 Collins St, Melbourne VIC 3000 🕠 Time January 14, 2025 — 6:00 PM (Melbourne time) 🎯 How to Register Click “Attend” on the right to secure your spot. 📍 Technical Community Discussion After registration, please contact JR Academy (Xiao Hua) to join the group for deeper technical discussions. Why JR Academy Keeps Doing This At JR Academy, we believe the real gap between engineers is not just about mastering individual tools — but about building independent understanding and judgment at the very beginning of change. Not everyone can attend AWS re:Invent in person. But the key insights it generates deserve to be heard as early as possible. That’s exactly why we bring it to you. **🤝 Acknowledgements** AWS Melbourne Office — Venue support [KSUG](https://ksug.ai/) — Global AI & Cloud-Native Community

**Register now to attend! =>** [https://konfhub.com/ksug-au-2026-01-14](https://konfhub.com/ksug-au-2026-01-14) **<=** **Latest promotions** discovered by our community! * **30%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI** * **30%** off [Linux Foundation](https://ksug.ai/?ref=meet) Certs using code **30K8SUG** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) * **25%** off [THRIVE-ONE subscription](https://jf1.ksug.ai) We're excited to welcome you to the upcoming **KSUG.AI Australia Meetup** — happening both in-person at at Amazon and online via [Zoom](https://linktr.ee/ksug.ai)! 🎉 We're actively seeking more awesome AI topic speakers! 👉 [https://speaker.ksug.ai](https://speaker.ksug.ai) **Agenda and topics preview:** * Food, drinks and Socializing * Welcome / Introductions by the Organizers @**[KSUG.AI](https://ksug.ai/?ref=meet)** * **Topic 1:** **AWS re:Invent re:Cap** by our panelists, **Dale** Orders, **Stephen** Sennet, **Matthew** Gillard, **Michael** Walmsley * **Topic 2:** **Amazon** **EKS update** by **Andrew** Jarrett from **AWS** * **Quiz time:** nice swags giveaways Food and drinks will be provided between **5.30 and 6 pm** on a first-come, first-served basis. This is a great opportunity to learn and network with our peers. Thanks to our sponsors @**[Amazon](https://aws.com/)**, @**[KodeKloud](https://kodekloud.com/k8sug)**! **[Register here](https://konfhub.com/ksug-au-2026-01-14) to secure your spot!** See you all there! **Location:** Amazon MEL12, Level 13.304 [555 Collins St, Melbourne VIC 3000](https://maps.app.goo.gl/Kbi13GZqj2zDqDz2A) Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 37% OFF **[KodeKloud](https://ksug.ai/kk/?ref=meet)** Plans - Code: **K8SUGKK** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

🌟 **Unlock Your Full Potential with CPA Toastmasters!** 🌟 Are you ready to become a more confident speaker and a stronger leader? CPA Toastmasters is here to help you *grow* both personally and professionally! Whether you're looking to improve your public speaking skills, enhance your leadership abilities, or build self-confidence, Toastmasters provides a supportive and encouraging environment for you to thrive. 🚀 **Why CPA Toastmasters?** * **Improve Public Speaking**: Learn how to communicate clearly and confidently in front of any audience. * **Build Leadership Skills**: Develop the tools and techniques to become a stronger leader in your personal and professional life. * **Friendly, Supportive Community**: Join a group of like-minded individuals who are all working toward their personal growth and success. * **Real-Time Feedback**: Get constructive feedback in every meeting to help you continually improve. * **CPD Hours**: As our member, you are eligible to claim CPD hours under CPA for attending our meetings! 📈 **What to Expect at a Toastmasters Meeting:** * **Prepared Speeches**: Deliver speeches on topics you’re passionate about (Members only) * **Impromptu Speaking**: Practice thinking on your feet with quick, fun exercises. * **Constructive Feedback**: Receive valuable tips to help you improve, delivered in a positive, encouraging way. * **Leadership Roles**: Take turns leading the meeting, which helps you refine your organizational and leadership abilities. Come visit us in our next meeting and learn how our club can support your public speaking journey!

## **Social Threads x Kismetrix** [(Ticked Event)](https://www.eventbrite.com.au/e/jan-18-understanding-social-connection-social-threads-x-kismetrix-tickets-1980147414220?aff=oddtdtcreator) ### **Understanding Social Connection** **📅 Sunday 18 January 2026** **⏰ 4:00 PM – 6:00 PM** **📍 RYVE, Level 1, 38 Shafton St, Huntingdale VIC 3166** **🍹 Light refreshments included** ### Feel more connected… without awkward small talk In a world of dating apps, surface-level conversations and busy lives, many people feel disconnected — even when they’re around others. **Understanding Social Connection** is a highly interactive, facilitated workshop designed to help you experience what real, meaningful connection actually feels like. This workshop is **facilitated by Social Threads** and **hosted by Kismetrix**. ### This is not a lecture **This is a guided, human experience** You won’t be sitting and listening. You’ll be: * having real conversations * meeting people one-to-one * learning about yourself * and feeling genuinely connected The workshop is designed around **conversation, not theory** — so instead of being talked at, you’ll take part in meaningful discussions and simple, practical exercises that show you how connection is built in real life. ### What you’ll explore Through guided activities and reflection, you’ll discover: * how genuine connection is formed * how emotional intelligence (EQ) shows up in relationships * how you come across when meeting new people * what makes others feel safe, seen and drawn to you You’ll rotate through **one-to-one partnered conversations**, allowing you to connect with a wide range of people in a relaxed, supported way. ### What you’ll leave with The session ends with a **facilitated group conversation** that brings together the insights, patterns and learnings from the room — giving you **practical tools you can use** in dating, friendships, work and everyday life. ### This workshop is for you if you: * feel tired of shallow conversations * want more meaningful relationships * feel awkward or unsure when meeting new people * are curious about how you relate to others * value emotional intelligence and personal growth You do **not** need to be single. You do **not** need to be outgoing. You just need to be open. ### Tickets - [BOOK HERE](https://www.eventbrite.com.au/e/jan-18-understanding-social-connection-social-threads-x-kismetrix-tickets-1980147414220?aff=oddtdtcreator) 🎟 **Early Commitment** — $69 *(limited)* 🎟 **Standard / Last-Minute** — $99 Limited capacity to keep the space safe and high quality. Light refreshments included. ## **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **s[ocial@kismetrix.com.au](mailto:ocial@kismetrix.com.au "mailto:ocial@kismetrix.com.au")** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 Follow us on **[Instagram](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/"), [Facebook](https://www.facebook.com/profile.php?id=61559826808523 "https://www.facebook.com/profile.php?id=61559826808523") & [Eventbrite](https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353 "https://www.eventbrite.com.au/o/kismetrix-singles-events-84848288353")** 🤝 Collaborations: **[collabs@kismetrix.com.au](mailto:collabs@kismetrix.com.au "mailto:collabs@kismetrix.com.au")** 📄 **Important Notice:**By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s[ Terms & Conditions](https://www.kismetrix.com.au/terms-and-conditions-2/ "https://www.kismetrix.com.au/terms-and-conditions-2/"),[ Privacy Policy](https://www.kismetrix.com.au/privacy-policy/ "https://www.kismetrix.com.au/privacy-policy/"),[ Disclaimer](https://www.kismetrix.com.au/disclaimer/ "https://www.kismetrix.com.au/disclaimer/") and [Code of Conduct](https://www.kismetrix.com.au/code-of-conduct/ "https://www.kismetrix.com.au/code-of-conduct/").Some events may be non-refundable as stated in their individual descriptions.

Smashing! Try something new Thursday Interactive workshop - Become the charismatic leader Serious about improving your leadership - **Why mess, come to the best** Why is Smashing different to other speaking clubs? Passion!!! 1\. Fast\-paced\, energized and exciting meets 2\. We practice **bold, confident** and **dynamic** leadership! 3. **Everyone talks** multiple times during super-interactive workshops every meet - Plus the chance to speak on the big stage for those that are keen 4. **FAST LEARNING** **Free parking** close-by: O'Connell and Cobden streets **IMPORTANT: Be on time, as doors close when the show starts** “Proudly Australian" – Free-flowing leadership & teamwork Multicultural Hub, 506 Elizabeth St (Opposite Queen Vic Market) Level 1, Purple Room (End of corridor) More to come...

Join us for a planned group run covering a total distance of 5 km. The session will begin with a structured warm-up, followed by the run, and will conclude with cool-down stretching. During the run, we will make TWO short stops for light functional exercises and movement drills. These breaks are designed to keep the run engaging and suitable for a range of fitness levels and social. 📍 Meetup location: Pinned on the map 🚶 Public safety & courtesy: We will keep left while running and remain mindful of pedestrians at all times. This is a shared public space, and we respect everyone using the pathway. Please arrive a few minutes early so we can start on time. Looking forward to running together. Note: if meetup doesn't allow you to rsvp, you can still join, come straight to the meetup point on time.

Ready for the **FIRST Loudoun CyberTech Event of 2026** \- featuring the **Loudoun County CISO**?!?! Join us on **Tuesday, January 13, 2026,** at **Honor Brewing Company** at **42604 Trade West Dr, Sterling, VA 20166**! Want a custom name tag to enhance your networking opportunities? Register here and yours will be ready at the door: https://share.hsforms.com/1J8_8W2-vSe2WSqQbnxxz0Adwxz1 Are you prepared for what cyber threats will define 2026? Which ones matter and which should be ignored? What does modernization look like in 2026 at the intersection of risk, cost, and security? Join us for an exciting evening with the **Loudoun County CISO** and our spotlight speaker, **Dr. Elizabeth Di Bene**, as she explores these questions and addresses what to expect in cyber in 2026! **Dr. Elizabeth Di Bene** is the **CISO** for **Loudoun County Government,** overseeing information security strategies with a focus on risk management, data analytics, and SaaS. She brings more than 20 years of cyber leadership experience across the federal government and private sector, including roles at **CACI International,** **the U.S. Department of Justice,** and the **U.S. Marine Corps** where she also served in cyber leadership roles at **Marine Corps System Command**. Dr. Di Bene is nationally recognized for her expertise in network and information security and is a frequent industry speaker and FinOps ambassador. Join us next month to meet **Dr. Elizabeth Di Bene** to learn what should matter most for cyber in 2026! **Agenda** 5:30 Social hour and networking begins 6:10 Welcome 6:20 Spotlight Speaker - **Dr. Elizabeth Di Bene** 6:50 Q&A 7:00 Open Mic & Networking Continues 7:30 Adjourn

**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Building Smarter Agents with Microsoft Copilot Studio (Jan 2026 Edition)" Hello Everyone! Please join us for our Jan 13th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Building Smarter Agents with Microsoft Copilot Studio (Jan 2026 Edition) **Description:** Discover how to design intelligent, task-driven AI agents using **Microsoft Copilot Studio**. Learn how to connect copilots to enterprise data, workflows, and external systems. Explore real-world use cases, best practices, and architecture patterns for scalable agents. Get hands-on insights into what’s new in the Jan 2026 edition and what’s coming next **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

Addiction isn’t limited to substances. It can show up in the everyday things we crave: technology, exercise, social media, work, and even the constant pursuit of achievement. This session explores the roots of addiction and why quick hits from doom scrolling, overworking, technology, or seeking attention never truly satisfy. Together, we’ll discuss what it means to live as our authentic selves in a culture wired for dopamine hits, instant gratification, and the fear of missing out – and how spiritual practices and community can help us reclaim balance and wholeness.

Gaming, AdTech, EdTech, Media Streaming, and FinTech are just a few of the workloads where high-availability cloud infrastructure matters. Whether you’re doing battle daily in one of these spaces or are just curious about ways to improve performance, meet us in Reston for an in-person discussion on bare metal cloud architecture. You’ll meet our product lead, James MacKenzie, who will walk through how modern bare metal serves as a control plane for hybrid and private cloud architectures. **What we will cover** * Ways to leverage bare metal, containers, and orchestration for better performance and predictable economics; * Real-world hybrid, disaster recovery, and data-intensive architectures; * Our approach to eliminating ingress and egress fees. **Who should attend** * Cloud architects and platform engineers; * DevOps professionals and infrastructure leads; * FinOps stakeholders managing data-heavy or hybrid workloads. **Why attend** This is a technical, architecture-first conversation. You will leave with a clearer understanding of high-availability cloud infrastructure and how organizations are scaling cost-effectively. Food and drinks will be provided. Space is limited to keep the discussion interactive.

**Description:** Join us for trivia at Lost Dog Cafe in McLean, Virginia located at 1690 Anderson Rd every Tuesday evening in October. Trivia begins at 7pm, but please consider joining earlier, around 6:30, since seating’s first-come-first-served. Speaking of seating, per Lost Dog’s regulations, a team needs to have at least five members in order to participate in trivia. So please make sure you RSVP so we can secure a spot to play in trivia. The nearest metro is McLean. **Donation:** Neurodivergent District strives to compensate Neurodivergent District members that volunteer to host our events. Please consider a donation to @katewoodwardcm for hosting. Please specify "donation to trivia host" in the description of your payment. Questions? Text 202-930-2881.

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)