Professors

**What Breaks When AI Picks Up:** **Lessons from Voice AI in Australian Healthcare** 181 commits. 10 weeks. 28% were fixes. In this session, Dr Kevin Ong, Co-Founder, CEO and CTO of Voral.ai, and Principal AI Consultant at Equal Experts Australia, shares what really broke when AI was deployed on a live phone line handling patient calls in Australian healthcare practices. From phantom bookings and four-second silent gaps that no unit test could catch, to race conditions where callers were simultaneously handled by multiple AI agents - this wasn’t theory, it was production reality. No polished architecture diagrams. Just hard won lessons from the fixes that followed. **Agenda** 5 30 PM - Gates open (Networking drinks & food) 6 15 PM - G-EE-K Talk 7 PM - Q&A 7 15 PM - Networking drinks (and more food) 8 30 PM - Wrap up

**Melbourne’s midweek hangout!** Free board games, great company, and zero pressure, just roll in and play. Whether you’re a Settlers of Catan strategist, an Uno wildcard, or just keen for a drink and a laugh, your Wednesday night plans are sorted. No cover charge, no excuses. 🃏 **Every Wednesday Night** 🕕 6 PM - 10 PM 📍 Fortress Melbourne, Caledonian Lane 💚 Rock up solo, bring the crew, or team up on the night, it’s up to you. ♟️ **Games are free. Drinks are flowing. Good times guaranteed.** **TERMS & CONDITIONS** * *Fortress is a licensed venue, and as such, a valid ID is required and checked upon entrance to the premises.* * *Tickets for this event are non-refundable.* * *Unaccompanied minors are not permitted in the venue at any time. Please make sure any guests under 18 are accompanied by a responsible adult at all times.* * *Minors are not allowed in the venue past 8:00 pm* * *No outside food or drinks.* *Our Cosplay policy can be found here: [https://fortress.games/cosplay-guidelines](https://fortress.games/cosplay-guidelines)* *More information on valid forms of identification and Fortress' minors policy can be found here: [www.fortress.games/minors/](https://www.fortress.games/minors/)*

We are stoked to announce our next **Melbourne MLOps Community Meetup** of the year! We are bringing you an absolute powerhouse lineup featuring two industry heavyweights. We will dive deep into tracking ML/DS performance using high-impact business metrics over raw statistical metrics. We will also tackle the AI coding productivity paradox and the high-stakes build-vs-buy SaaS dilemma. **🎤 Speakers** We’re thrilled to introduce: **\- Nathanael Lampe**, Machine Learning Manager *at* Bunnings Warehouse. Nat is widely recognised as one of the most brilliant, deeply technical data science leaders. He brings an elite background in advanced data science, now driving the core Data Science team at Bunnings. In his talk, *Data & Decisions,* Nat will explain how in ML, we often focus on model accuracy but it’s a lot harder to measure the decisions a model supports. When we can anchor our ML practice in true business metrics, we are better equipped to ensure analytics projects succeed. **\- Javier Candeira**, Fractional CTO *at* Infoplumbing. Javier is a distinguished veteran of the data, software, and tech consultancy scenes. He brings many years of battle-tested technical and business experience to guiding teams through today's volatile AI landscape. His talk titled: *The Buy/Build Dilemma and the Agentic Productivity Paradox* addresses three red-hot issues in the MLOps community: 1\. Local LLM inference and tooling for small scale teams\. What is too much local MLOps for a 1\-5 person shop? Is local inference only a cost saver\, or are there also capabilies unlocked by the finer\-grained control afforded by operating one’s own models? 2\. The Buy/Build dilemma\. This is a question for every company\, from small SaaS to big corporate\. The abundance of LLM coding tools shifts the balance\. How? 3\. The Productivity Paradox: If Agentic Coding and LLM autocomplete are so great\, where are the great new products? Where’s the programmer productivity going? Javier will showcase some of his NixOS-based MLOps-for-one tools, and will attempt to progress the conversation on these three questions with his own reflections based on personal experience. **Networking** The Melbourne MLOps Community is committed to fostering a space where AI/ML engineers and practitioners can connect, exchange ideas, and build meaningful relationships. Come ready to discuss: * The tools you’re experimenting with * Trends you’re seeing in ML and MLOps * Challenges you’re tackling * Ways to find peer support We’ll have food, drinks, and the perfect space for great conversations — so feel free to bring along anyone interested in ML, MLOps, or AI more broadly. **Agenda** 🍕 **5:30pm** – Networking, drinks & food 🙋 **6:00pm** – Welcome 🎤 **6:10pm** – Presentation by Nathanael ❓ **6:30pm** – Questions for Nathanael 🎤 **6:40pm** – Presentation by Javier ❓ **7:00pm** – Questions for Javier 🍻 **7:10pm onwards** – Networking, drinks & food We’re looking forward to seeing you there! **P.S.** If you can’t make it in person, we’ll be streaming the event via Google Meet. Google Meet link: [https://meet.google.com/fxh-hpsg-ryt](https://meet.google.com/fxh-hpsg-ryt)

Ever had an idea? Do you look at things and say "I can do that better"? If this is you then you will find our monthly inventor's meetings a great place to visit. For just $20 payable at the door you can attend a meeting from 7:15pm to 9:30pm at Mount Waverley Youth Centre, 45 Miller Crescent, Mount Waverley. See someone present their invention and learn how they did it, listen to an interesting guest speaker and pick up tips for your own inventions. Join 35+ other inventors for an interesting and informative meeting. Ends with great finger food and coffee. Members enjoy other services including invention evaluation, mentoring, Free patent searching tool, YouTube video of their product, product showcase webpage, "Inventor" name badge, inventing guide and more. Cost of membership is $200 with renewal each year of $80 and meeting evening cost of $5. Discount for country and tertiary student members. Need patenting information? Before each meeting there is a patent attorney answering questions from 6.30pm to 7.20pm (pay your visitor fee at the door first) who will help you understand patenting and other intellectual property options. Ask any question, learn about patenting costs, pitfalls, advantages. This also covers registered designs.

Join us every **Wednesday at 5 PM** at the Emporium food court (located behind Grill’d Burger Restaurant in the CBD, not near Melbourne Station) for a dynamic networking event tailored for filmmakers, actors, and film enthusiasts. Afterward, we continue the evening with Happy Hour drinks at a nearby bar and a chance to grab dinner together. Understanding that schedules vary, feel free to join at any time that suits you. Rain or shine, our community has gathered every week for the past year, maintaining a consistent and welcoming environment. Our group has grown remarkably, with a **weekly turnout of over 50 participants**, blending newcomers with regulars to create a vibrant, diverse community. Feel free to bring friends interested in filmmaking; it’s a great way to introduce new faces to our expanding network. Whether you’re a writer, actor, animator, or independent filmmaker, come share your experiences, discuss current projects, or chat about favorite films. This event fosters connections among like-minded individuals, encourages friendships, and opens doors for collaboration. At **7 PM**, we move to The Carlton Club, a five-minute walk away, where we continue networking in a more formal rooftop setting over drinks and food. This change of venue offers an ideal environment to keep conversations flowing. **RSVP** to help us gauge attendance and become part of a growing network of film professionals and enthusiasts. Though the event begins in the afternoon, the relationships you build here can last well into the night and beyond. **What to Expect:** *Our Wednesday meetup is primarily a large networking event for industry professionals. There’s no set theme, workshop, or speaker. It’s a relaxed gathering where filmmakers, actors, and creatives can connect, discuss projects, share needs, and learn from each other. Conversations flow freely around the table, fostering an environment of growth and camaraderie. Beyond Wednesdays, we also host exclusive events such as table reads, cinematography workshops with Panasonic, member screenings, and more. Each week brings fresh dialogues—some participants discuss their weekend shoots, others exchange insights with seasoned producers and directors, and a few engage in filmmaking exercises. It’s a space designed for creative engagement without strict structure or formal oversight.* *Note: Our community emphasizes collaboration, friendship, and goodwill rather than promotional activities. If you wish to promote a workshop, course, screening, or similar event, please contact the organizers first. Promotional privileges are generally reserved for trusted, long-standing members.

**Sticky stories are memorable, meaningful, and magnetic. They make people feel something — and that’s what makes them powerful.** You already tell stories — to friends, family, co-workers, and peers. You might need to inspire your team, persuade a colleague to support your ideas, or influence a client to say yes. But if your stories aren’t *sticky*, your message won’t land. It won’t be remembered. And it won’t drive action. Mastering the art of ‘sticky’ storytelling is one of the most valuable communication skills in today’s world. And the good news? It’s a skill anyone can learn. **THIS IS A CURATED GUEST EVENT** Whether you're new to public speaking or looking to elevate your influence and impact… Join us tonight at Port Melbourne Toastmasters as we dive into the principles of powerful storytelling that make messages truly stick. Get ready for a session that will help you speak with heart, connect with purpose, and leave a lasting impression. *Guests, Meetup Group members, and visiting Toastmasters attend for free.* 🌐 [www.portmelbournetoastmasters.org](http://www.portmelbournetoastmasters.org) 📍 Where: Find directions [here](https://www.portmelbournetoastmasters.org/directions.html) ***Port Melbourne Toastmasters is a club for people who are serious about developing their speaking, leadership, and personal presence.*** We offer limited, curated guest sessions throughout the year for prospective members. These sessions allow you to experience our high-engagement, growth-focused environment firsthand — without open access to every meeting.

**Bitcoin Basics -** Altcoins & Tax This is a Melbourne based, live event. Limited seating, booking required. Hosted by Craig A Guest Speaker: Sam Accetta from Haines Muir Hill, Member of the Institute, Chartered Accountants of Australia and New Zealand **What You’ll Learn:** * The Bitcoin Basics related to; * What is Bitcoin * Bitcoin comparison to Altcoins. * Bitcoin and Altcoin historical performance. * What makes Bitcoin special? * Basis of Taxation * Ordinary Income * Capital Gains * Capital Gains Tax Example * Personal Use Assets * Stablecoins * Leaving Australia - Tax Xonsequences AML/CTF Rules. * Questions and answers. At the upcoming live Bitcoin event, attendees will gain an understanding of the fundamentals of Bitcoin, with a focus on how it compares to altcoins and the key taxation considerations involved. The session will explore the historical performance of Bitcoin and altcoins, as well as the unique characteristics that set Bitcoin apart. It will also provide an overview of how Bitcoin is taxed, including ordinary income and capital gains, supported by practical capital gains tax examples. In addition, attendees will learn about special considerations such as personal use assets, stablecoins, the potential tax consequences of leaving Australia, and important AML/CTF rules. A dedicated Q&A segment will allow participants to ask questions and engage directly with knowledgeable speakers. This is a free community event designed to promote education around Bitcoin and support the growth of the local Bitcoin community. With limited seats available, early booking is highly recommended to secure your spot. Don’t miss this opportunity to deepen your understanding of Bitcoin in a practical, hands-on setting. Please send us a message if there is someting in particular you would like to hear about and we will aim to include it within the presentation on the night. **IMPORTANT** please arrive by 5:45pm to ensure we can let you in at ground level and to access the lifts. Thereafter, we may not have someone available to let you in the building. **Location: Melbourne Connect - Level 7 Manhari Room 7212.** **Address: 700 Swanston St, Carlton VIC 3053** How to get there? Take the tram from Melbourne Central Station, there are multiple bus options or paid parking is available at Ace Parking, Cardigan House. Detailed Directions: [Directions Link](https://drive.google.com/file/d/1-KL-V_FoEyLkfWzGtFXMNOzSfTI_8K6e/view?usp=sharing) The event will be catered. There'll be some finger food/snacks and drinks available. Please register early so we can allow for everyone. If there is something in particular you would like to learn about, send us a message and we will do our best to include it in the presentation. *\*Final details are subject to change.*

**To Be Announced** But it will be a good one! **VIDEO** Coming soon ... **Discussion Outline** Stay tuned ...

## 🇯🇵 Progressi部: Japanese-English Language & Culture Exchange 🇦🇺 **"Serious Study, Authentic Community" — 本気で学び、本気で交流する。** Join us for our weekly exchange designed for those dedicated to practicing Japanese and English. This is a space to improve your language skills, share cultural insights, and make new, like-minded friends in a respectful environment. ### 🎯 Who This Group Is For We welcome individuals who are here to **actively practice their Japanese or English**. Whether you are looking for a study partner or want to learn more about culture, this is a community for focused and meaningful interaction. **✅ 受付方法 / Event Check-in (Strictly Required)** 到着の際、必ず主催者に以下の提示をお願いします / Upon arrival, please present the following to the organizer: * **Meetupの参加申し込み（RSVP）画面をご提示ください。** / Show your Meetup RSVP confirmation screen. * **予約なし（No RSVP）での参加はお断りしております。** / No walk-ins permitted without a confirmed RSVP. * **Participation Fee: $3 CASH** Non-Japanese citizens. ### 🚫 Conduct & Safety Policy To ensure a high-quality experience for all members, we maintain a strict standard of behavior: * **Immediate Ban:** Any individual found guilty of misconduct or creating "trouble" will be banned from the group immediately.**.** * **Organizer Authority:** The Organizer reserves the right to remove any member at their sole discretion to maintain the safety and integrity of the community. * **Respectful Interaction:** All members are expected to be polite and mindful of others. Do not make fellow participants feel uncomfortable or pressured. * **Privacy:** Please respect the personal boundaries of others. Do not pressure members for private contact information. **If any member makes you feel uncomfortable, please report it immediately to the organizers: Shin, David, or Ray.** *** ### 📝 Event Details * **Time:** Saturday, 4:00 PM – 6:00 PM * **Arrival:** Please arrive **10–15 minutes early** due to limited seating. * **Entry Fee:** **$3 CASH** (Non-Japanese citizens). This contribution covers monthly meetup hosting fees. * **Photography:** Photos will be taken during the event for our community archives. ### 🇯🇵 日本語でのご案内 メルボルン市内のカフェで、本気で学べる日英言語文化交流会を主催しています。 * **目的:** 日本語・英語の練習、そして同じ目標を持つ友人作りを目的としています。 * **参加費:** 日本国籍以外の方は $3ドル（現金のみ）。 * **ルール:** 迷惑行為やトラブルを起こす方の参加は一切禁止です。主催者の判断により、即座に退会・出入り禁止の措置を取らせていただきます。 * 困ったことがあれば、すぐにオーガナイザー（Shin, David, Ray）までお知らせください。 ### 🔗 Connect With Us * **Facebook:** [facebook.com/groups/progressibu](https://www.google.com/search?q=http://www.facebook.com/groups/progressibu) * **X (Twitter):** [twitter.com/progressibu](https://www.google.com/search?q=http://twitter.com/progressibu)

#### ***Thursday Night Improv* is the funniest show of the week in Melbourne, bringing together the city’s most talented improvisers for a fast-paced, unpredictable night of comedy. Every show is completely made up on the spot, packed with big laughs, wild ideas, and moments you’ll never see again. Come along and watch Melbourne’s best improvisers create something hilarious out of absolutely nothing!**

**Atheists' Pub Evening.** Please join with us at the pub for drinks, informal conversation and fun. If you can't make it by 6pm, don't worry - we'll be there for a good 3 hours or more (sometimes to midnight), so turn up whenever you can make it. Children are welcome. From 6:00 pm on the first Friday of every month. For information contact: Andrew - 0438 043 050 or John - 0411 143 744

AUDITION WITH THE IMPROV PIT! The Improv Pit is holding auditions at our theatre in Collingwood from June 25 - July 5, and we're looking for talented and passionate performers to join our growing cast of performers. We're seeking performers with experience in improv, as well as acting, clowning, comedic writing, and all forms of theatre. Click on the link below to apply: https://forms.gle/VDZxt6aKExdFhMPeA

Let's spend a Friday evening exploring one of the universe's greatest mysteries — black holes — with astrophysicist Matt O'Dowd. Matt is the host of PBS Space Time, and he'll unpack the science behind these extraordinary cosmic objects: how they form, how they warp space and time, and what they can reveal about the origins and future of our universe. Expect cutting-edge research told through engaging storytelling. This talk is part of the University of Melbourne's 2026 July Lectures in Physics — a free public lecture series that has brought world-leading physicists to Melbourne every Friday in July since 1968. This will be a relaxed, low-pressure meetup for anyone curious about space, physics, or just a fascinating night out. You're very welcome to come solo. We'll meet outside first, say hello, then head in together. After the lecture there's a reception in the foyer of the Sidney Myer Asia Centre — free refreshments and a chance to chat about what we just heard. It's in the same building as the theatre, so we'll just step out into the foyer and hang out as a group before wrapping up around 8:00pm. **Who this is for** This event may suit you if you enjoy: * Astronomy, astrophysics, and space science * Big questions about the origins and future of the universe * PBS Space Time / science communication * Free, brain-tickling Friday night events * A relaxed, solo-friendly social meetup No physics background needed — just curiosity. **Links** * Meetup start point: [https://maps.app.goo.gl/dq1ipx5mVQNawPtb9](https://maps.app.goo.gl/dq1ipx5mVQNawPtb9) * Free tickets / event page: [https://www.eventbrite.com.au/e/black-holes-with-matt-odowd-tickets-1989800667360](https://www.eventbrite.com.au/e/black-holes-with-matt-odowd-tickets-1989800667360) **Timeline** * 5:45pm — Meet outside the Carrillo Gantner Theatre entrance and say hi * 6:00pm — Lecture starts * 7:00pm — Lecture ends * 7:00pm – 8:00pm — Reception in the foyer (refreshments + a chat) * 8:00pm — Meetup ends **Tickets / cost** * This event is free, but you still need to book your own free ticket through Eventbrite. * A Meetup RSVP does not include entry to the lecture. Please book a separate free ticket. * Free tickets for these lectures are popular and can run out, so it's worth booking early if you're sure you want to come. **Bring** * Your ticket / booking confirmation * Warm clothes — it's a July evening * Curiosity about space and black holes **What to expect** * Vibe: relaxed, low-pressure, solo-friendly * Group style: we meet before the lecture, watch the talk together, then stay for the reception * Session style: an engaging, accessible public lecture — no physics background required **Important notes** * Please book your own free ticket on Eventbrite — a Meetup RSVP alone won't get you in. * Doors open at 5:40pm and the lecture starts at 6:00pm, so please arrive by 5:45pm so we can head in together. * If your plans change, please update your RSVP so numbers stay clear.

Smashing! Try something new Thursday Interactive reality workshop - Tonight learn how to respond to questioning, by thinking on you feet Serious about improving your leadership - **Why mess, come to the best** Why is Smashing different to other speaking clubs? Just two 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." "At other clubs I used to listen to long speeches and lectures, here we get so many chances to talk every meeting, that we have to improve" **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...

You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.

Whether you've never done improv before, or you've done it for so long you were quoted in *Truth in Comedy*, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup**! The idea behind improvised comedy is to create entire scenes from scratch. A suggestion is taken from the audience and laughter is built on the spot. This can be done in game form, like *Whose Line Is It Anyway, Make Some Noise,* or *Wild 'n Out*; it can also be done in a longer way, to tell a complicated story, like *TJ & Dave*. Our meetup, which is central Ohio's longest running (and FREE!) weekly comedy event, brings the games for you to play in a safe, supportive, and compassionate environment. Afterward, many members will hang out in *Gresso's* itself and get to know each other. Not only is this a lot of fun, but you get to work on thinking faster on your feet, your public speaking, plus it's an excellent way to meet new people and build relationships that will last a lifetime, and you do that while laughing your butt off! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "*Yes, And*" that you'll have a blast!

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

Come join us for lunch together at Bendi Wok, one of my favorites!

Click Here For More Videos: [https://www.facebook.com/share/r/17vTa7EuwG/](https://www.facebook.com/share/r/17vTa7EuwG/) The Biggest Salsa Night to hit your mid-week is happening at Latin City Wednesdays. Get the feel of the Latin Beat as your hips and feet groove the right way. Viva Dance Columbus (2809 Festival Lane Dublin, OH 43017) 830pm-930pm Cuban Salsa Lessons 930pm-Midnight Open Latin Dance Party 15 With Lesson 10 Just Open Dance Free Parking, No Need to Bring a dance partner, No Sandals Please and Plenty of Space to Move Around.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow