Swift Language
Meet other local people interested in Swift Language: share experiences, inspire and encourage each other! Join a Swift Language group.
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Frequently Asked Questions
Yes! Check out swift language events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the swift language events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find swift language events near your location here. Connect with your local community and discover events within your area.
Swift Language Events Today
Join in-person Swift Language events happening right now
[FREE]Language exchange! Make friends & practice English🇦🇺🇬🇧🇫🇷🇯🇵🇮🇳🇫🇷
**📣IMPORTANT📣:** registrations are essential! Attendees that have not registered will be charged $5 to enter. For FREE entry, get your membership below:
[https://bit.ly/LanguageExchangeMembership-FluentFast](https://bit.ly/LanguageExchangeMembership-FluentFast)
**== Find someone to practice with before the event ==**
(Optional:) post the language you're learning (and teaching language) in the comments so the right people can connect with you. E.g. a comment like: "#learnFrench #teachEnglish seeyou all soon :-)".
**Overview:**
Every week, over 150 people from 23+ countries meet at out language exchange to practice a new language and make new friends over a beer.🍻
The first thing you will notice when you go to New To Melbourne is the great community atmosphere; people in our group are friendly and helpful and always welcoming of new group members. I hope you can bring a friend and join us for some language practice :-)
Our language exchange is free and runs every We3ednesday night, there's cheap food & drinks if you arrive at 6pm and want some dinner ;-)🍻🍟
**If you want to attend:**
Event cost: **FREE**! (you must register for free entry: [https://bit.ly/LanguageExchangeMembership-FluentFast](https://bit.ly/LanguageExchangeMembership-FluentFast))
**First Time? / What is a language exchange?**
If you've never been to a language exchange (many people haven't) we wrote an article for first timers (based on our 8+ years of running language exchanges). It's a comprehensive article and well worth reading:
[https://bit.ly/firstTimeAtTheLanguageExchange](https://bit.ly/firstTimeAtTheLanguageExchange)
**===== EVENT FORMAT =====**
When you arrive, you receive a badge with your native language and the languages you would like to learn. Place them on your chest with your native language on the right and other languages you are learning on the left. Then go meet people and exchange languages!
What to bring: Pen and Paper and good vibes!
Age Group: 18+
**===== FREE BEER AND PIZZA FOR FRIENDLY VOLUNTEERS! =====**
We're looking for friendly volunteers who want to help out and welcome newcomers to the group. We provide free beer/drinks and food (pizza wedges etc) and a friendly team of other volunteers to hang out with. If it's your first time at the event, you're welcome to applt - our volunteers are often newcomers too :-)
To find out more about volunteering at our language exchange, please see the link below:
[https://bit.ly/NTM-Lang-Exchange-volunteering](https://bit.ly/NTM-Lang-Exchange-volunteering)
**===== Group Rules =====**
We pride ourselves on running events where people feel safe and open to making new friends. To protect our group members, we have several rules in place:
1\. This is \*not\* a dating group\, please do not ask for people's numbers / socials\. Contact them via the meetup\.com private chat if you want to get in touch\.
2\. Please do not advertise other groups / events / tours on this page or to this groups attendees during / after events\.
3\. Please do not advertise products and services \(e\.g\. MLM / mentorship\)\. Please do not ask our attendees to complete surveys\.
4\. Please do not add people to wechat / whatsapp groups\.
By join our group or attending our events, you agree to these rules. If you attend an event and someone is breaking these rules, you can speak to the host if you wish.
**===== MENU🍔 =====**
The management gave us a special menu with some cheap eats :-)🍟 This section will be updated soon.
**===== NEW TO MELBOURNE! =====**
This event is run by New to Melbourne! We run fun and affordable event for people mostly between 18-35 including: international students, backpackers and even some locals :-)
You can find all our upcoming social events and tours here:
[https://bit.ly/FF-Free-language-exchange](https://bit.ly/FF-Free-language-exchange)
See you soon! :-)
GDG Melbourne April Meetup!
RSVP on our GDG community platform -> https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-april-meetup-4/
This event is hosted at the Mantel Group Office, with the recording of the talks to be shared afterwards on YouTube if you can't make it.
There will be food, networking and some surprise swag!Agenda:
6:20 - Intro
6:30 - Talks
8:00 till late - networking & chat (& drinks optional)Speakers and Talks:
Nicole Ellis, IT @ Monash (Games and Immersive Media) | Team Co-Lead @ MNET | Comms Officer @ MTS'Fear, Uncertainty, and Doubt is the Real Barrier (Not Skill)'
Most people in tech are not held back by a lack of ability; they are held back by intimidation.
We avoid learning new tools and technologies not because we can’t, but because they feel too hard. We tell ourselves we’re “too busy,” we delay starting, and we stick to what feels comfortable. But often, what looks like procrastination is actually fear. Fear of failure, uncertainty, and self-doubt.
Drawing from experience in education, esports, and leadership, this talk explores how hesitation shows up across different environments, and why it matters more than technical skill.
This session reframes what it means for something to be “hard” and offers a practical approach to taking the first step towards the things you’ve been avoiding.
Cameron Pavey, Principal Engineer | Technical Writer @ Rex
'Building systems that learn and grow'
Most AI interactions start from zero every time. But what happens when you build systems that persist, accumulate context, and actually improve through use?
This session explores the architecture of my long-running AI companion. Not a chatbot that forgets, but systems that learn your household's rhythms, anticipate needs, and develop genuine continuity over months and hopefully years, no OpenClaw required.
We'll walk through the engineering decisions that make this possible: memory architecture that balances retrieval with synthesis, multi-facet coordination that lets different subsystems work in parallel, and the practical challenges of keeping a system coherent when it runs 24/7 across months of operation.
Narendra Santhosh Nagarajan, Senior Backend Engineer @ TIG Freight Management
'Debugging my way through GCP'How to find us:
Doors open at 5:45 PM at our host the Mantel Group, Level 2/452 Flinders St Melbourne. Message via Meetup or Slack if you are arriving after 6:00 as the lifts won't let you up.
This is an in-person only event. If you have any accessibility requirements please reach out via the Meetup or Slack to the organiser group to discuss and we will do our best to help you out.
Agenda
---
Hosted By
Katie Barnett, GDE Android / GDG Organiser
Katie is passionate about all things Android. She has taken on a wide variety of challenging projects including in the live event, media and travel space. Her favourite thing is to see someone having a delightful experience using something she has worked on. Katie is very active in the development community, she is a Google Developer Expert for Android, one of the organisers of GDG Melbourne and is a Women Techmakers Ambassador. She frequently runs events, speaks on technical and non-technical topics and enjoys writing blog posts to share her experience with others. Katie is based in Melbourne, Australia but loves to travel the world and outside of tech she enjoys boardgaming and attempting to finish many craft projects.
Suesi Tran, Senior Flutter Developer
Google Developer Expert in Dart, Flutter & Firebase, Women Techmaker Melbourne ambassador, GDG Melbourne & Flutter Melbourne co-organiser.
In short: Flutter is love, and mobile is life.
Poornima Sivakumar, GDG Organiser
Lovee Jain, GDG Organiser
Lovee is a Software Engineer at Prezzee, a GDG Melbourne Organiser and also a Women Techmakers Ambassador. A tech inquisitive philomath, she loves problem solving and solution design. She has worked at a city council where she developed a lot of useful system integrations and while at Prezzee she develops and works on multiple gift card solutions to cater the B2B2C market.
Zach Jensz, GDG Organiser
Passionate about the web, seamless UX and accessibility. I love attending meetups, find me and come say hi!
Ujjawal Raj, GDG Organiser
Bramley Turner-Jones, GDG Organiser
Yuba Raj (UV) Panta, GDG Cloud Organiser
Kartik Arora, Android Engineer
Google Developer Expert in Android
Android Engineer @ Bilue
Carolyn Ai Chi Wong,
Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-melbourne-presents-gdg-melbourne-april-meetup-4/.
Melbourne AWS User Group #158 - April 2026
🎉 **Melbourne AWS User Group – April Meetup** 🎉
📅 Wednesday, 29 April
📍 NAB Events Hub – 395 Bourke Street, Melbourne
⏰ Food at 6:00 pm, talks from 6:30 pm (with live stream)
Join us for our April meetup as we dive into real-world AWS architecture and cutting-edge AI workloads on Kubernetes.
This month, we’re exploring how organisations make practical architecture decisions on AWS, and how modern AI tooling and GPU-powered platforms are enabling scalable, real-time applications.
This month’s lineup features:
• Trent Hornibrook sharing how Bell Financial approaches architecture decisions on AWS.
• Yongkang He is presenting a live demo on building and scaling Stable Diffusion on Amazon EKS.
A huge thank you to our sponsors: 🥇 Mantel Group – Gold Sponsor, 🥈 Cevo – Silver Sponsor, 🏛 NAB – Venue Sponsor
The event will be live-streamed on YouTube as always: https://www.youtube.com/@AWSMelb/streams
***
🗓️ **Agenda**
6:00 pm – Food & Socialising
6:30 pm – Introductions
6:40 pm – What’s New in AWS
6:55 pm – How Bell Financial Architects on AWS (Level 200); Speaker: Trent Hornibrook
7:25 pm – Building and Scaling Stable Diffusion with Amazon EKS (Level 300); Speaker: Yongkang He
7:55 pm – Marketplace (Who’s Hiring)
8:00 pm – Networking + Close
***
🎤 **Talk Details**
**How Bell Financial Architects on AWS**
Speaker: Trent Hornibrook
Level: 200
In this session, Trent will share how Bell Financial approaches architecture decisions and the key choices they’ve made when designing and operating workloads on AWS. This talk provides practical insight into real-world decision-making, trade-offs, and architectural patterns used in a financial services environment.
***
**Building and Scaling Stable Diffusion with Amazon EKS**
Speaker: Yongkang He
Level: 300
Imagine generating AI images from text prompts — powered by Kubernetes, GPUs, and built with the help of Amazon Kiro.
In this session (with live demo), we’ll walk through building and deploying a full AI image generator using Stable Diffusion XL on Amazon EKS. From containerisation and GPU nodes to scaling inference and pushing to Amazon ECR, you’ll see how it all comes together in a real-world setup.
💡 Key takeaways:
• Build and scale Stable Diffusion on EKS
• Use Kiro to accelerate development from code to deployment
• Understand GPU scheduling and autoscaling in Kubernetes
• Live demo of real-time image generation on AWS
***
🙌 **Want to Speak at a Future Meetup?**
We’re always looking for new speakers and believe everyone has an interesting talk waiting to be shared.
If you’d like to present at a future event, reach out at the meetup or via our website: https://melb.awsug.org.au/speak/
BRUNSWICK FREE SALSA, CUBAN SALSA, RUEDA & BACHATA CLASSES - EVERY WEDNESDAY
**2026 BRUNSWICK FREE SALSA CLASS,**
**CUBAN SALSA & RUEDA DE CASINO CLASSES**
**\- NOW OPEN \-**
with **BACHATA** included in a
**shared MONTHLY program**
**EVERY WEDNESDAY**
at:
**BRUNSWICK UNITING CHURCH HALL**
214 Sydney Rd,
Brunswick
**\* Church Hall entrance is on Merri Street,**
Walk up the car driveway on the left side of the church,
Enter through the metal fence gate
The Hall is directly ahead
**EVERY WEDNESDAY**
**6.30PM - LEARN SALSA for FREE!**
**INTRODUCTION TO SALSA CLASS**
\- This session is a full class & have been opened to the community\,
to give anyone interested in learning Salsa to come try for **FREE**!
\* This is a complete class.
\- Learn the Salsa basics for free with no pressure to stay on to do the pay lesson\.
\- Once you have learnt the main basics\, we partner you up and show both ladies and men how to dance their steps together\, with the men how to lead and the ladies how to follow\.
\- By the end of the 6\.30PM Free Salsa Session\, you will already be
able to Salsa!
**This Free Salsa class is open to anyone wishing to give Salsa a try!**
***with:***
\* Easy to follow, step by step breakdown of the main basics
\* Learn at your own pace
\* Come as often as you like to make your Salsa basics strong
\* No pressure to stay on to do any of the pay lessons
\* No partner or dance experience required!
\* All welcome - bring your friends & enjoy a fun night of learning
to Salsa!
**AFTER THE FREE CLASS?**
If you enjoyed the Free class & wish to take your dancing to the next level, the free class is followed by the main
Cuban Salsa Beginner class (Beginner to improver level).
**2026 BRUNSWICK**
**WEDNESDAY PROGRAM:**
**\* 6.30PM - INTRODUCTION TO SALSA BASICS (Free Session)**
\- GET STARTED WITH LEARNING THE SALSA BASICS\!
\* This is a complete class
\* Easy to follow, step by step breakdown of the main basics
\- This session prepares you for the main Cuban Salsa Beginner
lesson that follows after.
**\- INTERVAL** - **REGISTRATION** with **Dance Practice**
**\*\* 7.30PM - 8.30PM**
**BEGINNER CUBAN SALSA (Main Class)**
*Cuban Salsa (Beginner to Improver Level)*
\- ALL students joining this part of the Beginner class are
expected to know their Salsa basic steps
**Total Beginner Class with free class: 1 hour & 30 Minutes)**
followed by the
**NEW SHARED MONTHLY PROGRAM:**
===============================
**\*\* CUBAN SALSA NIGHTS ONLY \*\***
**HELD every 1ST & 3RD WEEK of every MONTH**
**\- ON 5 WEEK MONTHS – this is on the 1ST\, 3RD & 4TH weeks**
(\* No Bachata on these days)
**8.30PM - 10.00PM**
**CUBAN SALSA INTERMEDIATE**
(Cuban Salsa & Rueda De Casino)
\- Ideal for students who are confident with their Beginner
steps and turns. This level will extend your
Salsa dancing to the next level.
===============================
**\*\*\* BACHATA & CUBAN SALSA NIGHTS \*\*\***
**\- Held** on the **2ND** & **LAST WEEK** of every **MONTH**
**8.30PM – 9.30PM**
**BACHATA**
*(Beginner to Improver)*
followed by
**9.30PM – 10.30PM**
**INTERMEDIATE**
**CUBAN SALSA & RUEDA DE CASINO**
(\* Normal 1 HOUR CLASS)
\- Ideal for students who are confident with
their Beginner steps and turns. This level will
extend your dancing to the next level.
**CLASS COST:**
**CASUAL/DROP-IN ATTENDANCE:**
**\*\* CUBAN SALSA ONLY NIGHTS\*\***
– Intermediate Salsa (1.5hrs) - $25/class
\* Beginner Salsa Class – $20
**\* DO BOTH** Beginner Salsa Class
& Intermediate Cuban Salsa (1.5hr) Class – Only $35
**\*\* BACHATA & CUBAN SALSA NIGHTS\*\***
\- On 2nd & last Week of every month
ANY MAIN 1 HR CLASS – $20
**\* DO ANY 2 MAIN CLASSES** – Only $30
**\* DO ALL 3 MAIN CLASSES** on the night – $35
(Beginner Salsa, Bachata & Intermediate Salsa)
**PAYMENT OPTIONS:**
\* **CASH** recommended to avoid Eftpos sees
\* **EFTPOS** \- Visa or Mastercard accepted
– Please note – there is a 1.9% surcharge when using Visa or MC
credit cards
\* Please note: We do not accept Diners & American Express cards
**CLOTHING & SHOES:**
Comfortable casual clothing.
Best shoes are low or flat smooth sole shoes
when starting, like leather sole shoes.
Avoid sandals, open toe shoes.
Avoid high heels when starting to avoid injury
Avoid track shoes or runners as these grip the floor
and can interfere with your stepping and turns
**MEDICAL:**
Anyone with breathing problems, heart conditions, knee, back or shoulder injuries and who are taking prescribed medication, please consult with your doctor first before joining any classes.
**COVID PROTOCOLS:**
\* If you have flu like symptoms or feeling unwell, please do not any attend any classes
\* If you are a first contact, as a precaution, pls do not attend any
classes until after 7 days of negative tests
\* Sanitise hands frequently
*We look forward to having you join us!*
Seriously Funny: How to Add a Little Ha-Ha to Your Blah-Blah
**We all love a good laugh — but when it comes to public speaking, humour can feel like walking a tightrope.** Used well, it can elevate your speech, win over an audience, and make your message unforgettable. Used poorly… well, let’s just say silence isn’t always golden.
**How do you actually *be funny* on purpose?**
What gets a laugh? What falls flat? And how can you use humour in a way that feels natural, authentic, and effective — even if you’re not a “funny person”?
In this playful and practical session, you’ll learn how humour works, how to use it to connect with your audience, and how a well-placed laugh can make your message more powerful and persuasive. Because once you’ve made people laugh, they’re far more likely to listen.
Whether you're new to public speaking or just want to bring a little more sparkle to your delivery — this is a night you don’t want to miss!
**THIS IS A CURATED GUEST EVENT**
Join us tonight at Port Melbourne Toastmasters as we explore how to use humour to connect, engage, and leave your audience smiling — for all the right reasons.
**Get ready for a session that will help you find your funny and speak with confidence and charisma.**
Don’t miss this game-changing session!
*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.
Stranger Soccer 5-a-side match at Monash University
Hey, mates! If you're looking for an evening kick, we'll be playing 5-a-side at Monash University every Wednesday **from 8:30 to 9:30 pm.**
To join us, download the Stranger Soccer app and register for free. If this is your first time playing with us, use the code **WELCOME** to book your first game for free!
Book your slot now and get involved!
Postgres Melbourne April 2026 Meetup
We’re excited to welcome the community back for our very first Postgres Melbourne Meetup.
Whether you’re running PostgreSQL in production, exploring new features, migrating from another database, or just keen to learn more, this meetup is a great opportunity to connect with others in the Melbourne Postgres community.
Expect a relaxed evening with technical talks, practical insights, community discussion, and time to network with fellow attendees.
**What to expect**
* Technical talks from PostgreSQL practitioners
* Real-world lessons and experiences
* Community Q&A and discussion
* Networking with the local Postgres community
**Who should attend**
This meetup is open to everyone, including:
* Database administrators
* Developers and application engineers
* Platform and DevOps engineers
* Solution architects
* Students and anyone interested in PostgreSQL
**Talks:**
***Talk 1:***
**Speaker**: Yashwant Singh (Fujitsu)
**Title**: PostgreSQL for AI Workloads
***Talk 2:***
**Speaker** : Anand Subramanian (Fujitsu)
**Title**: Just Enough Postgres Admin Skills for Developers - a discussion
**Venue Sponsor : Fujitsu**
Swift Language Events This Week
Discover what is happening in the next few days
On-site Japanese x English Language Exchange 'NIHON-MURA"
**This Meetup account will be deleted soon**, but the **Language Exchange hosted by JAPANEASY will continue to be held every week**.
**★Notice: JAPANEASY Meetup Account Closure★**
Hello everyone,
Thank you very much for always joining JAPANEASY’s Language Exchange events and cultural workshops.
We are writing to inform you that the JAPANEASY Meetup account will be closed in the near future.
Please rest assured that JAPANEASY will continue to run events and programs as usual.
If you are interested in our upcoming activities, please visit the links below:
(1) **Language Exchange**
https://japaneasy.com.au/events/language-exchange/
(2) **Cultural Workshops**
https://japaneasy.com.au/workshops/
(3) **Japanese Lessons (Group courses & Private lessons)**
https://japaneasy.com.au/courses/
(4) **日本語教師養成講座**
https://japaneasy.com.au/courses/日本語教師養成講座/
We sincerely appreciate your continued support and look forward to seeing you at our future events.
Warm regards,
JAPANEASY
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
JAPANEASY Japanese Language & Culture Learning Centre
Tel:0422-266-308
Address:Level 1, 183 Exhibition Street, Melbourne
Email:[reception@japaneasy.com.au](mailto:reception@japaneasy.com.au)
Website:[www.japaneasy.com.au](http://www.japaneasy.com.au/)
Facebook:[http://www.facebook.com/EasyPeasyJapaneasy](http://www.facebook.com/EasyPeasyJapaneasy)
Instagram: [https://www.instagram.com/japaneasymel/](https://www.instagram.com/japaneasymel/)
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
Ruby Melbourne Meetup
## Details
**Ruby Meetup Melbourne will be run as a hybrid meetup.**
**1\. What**
Join us for an evening of talks on Ruby and related topics, plus socialising, food and drinks.
You can find out about the **[Talks for the night here](https://github.com/rubyaustralia/melbourne-ruby/milestones?direction=asc&sort=due_date&state=open)**
Alternatively, their will be announced on Slack, Twitter, Github & Meetup closer to the date
**2\. Where 📍**
\- In Person: meet us at the Ferocia in Melbourne CBD from 5:30PM
\- Online: Click [Jump in Zoom Meet Call](https://us02web.zoom.us/j/84834916944?pwd=SWlQOGJsbEZwNkNwVVk4Q25WaVNRZz09) from 6.30pm onwards
**3\. Sponsors 🎉**
This is a Ruby Australia supported meetup, with event sponsorship provided by our Major Sponsors:
* [Ruby Australia](https://ruby.org.au/)
* [Assembly Four](https://assemblyfour.com/)
* [Gleam.io](https://gleam.io/) for our Drink sponsors for Melbourne Ruby Meetup
* [Ferocia](https://ferocia.com.au/) for being our venue partner.
**4\. Anything else ?**
To suggest or vote on a talk, please look in[ Github repo](https://github.com/rubyaustralia/melbourne-ruby)
**Come in from 5:30pm-6PM** for some early chatter,
we'll kick the proceedings off properly around 6:15,
hear from our presenters,
and then socialise further after the talks.
See you there 😄
Language Practice and Walking on the Beach
**Please note:** We meet at 11am and start walking towards Elwood soon after. Please be on time or message us. Thanks! :)
Walk and talk with us. Meet on St Kilda Beach in front of Republica near the Rhinocerous statue, Walk to Ormond Point Elwood 🏃🏼♀️➡️🏃🏻➡️
We practice English conversation plus our first and second languages on the way.
Bring a friend, dog and perhaps a ✍🏽 and notepad to remember new words and phrases. Meet new people.
We look forward to chatting with you!🤗
***Please note:*** *For attendance at this beach walk read the disclaimer below:*
*By signing up and participating in this **Language Practice and Walking on the Beach** today I agree to do so at my own risk. I know that my attendance and this agreement operates to exclude any liability in negligence for harm that I may suffer. I have been warned that this recreational activity may cause physical harm to me or to someone under my control or accompanying me, and I confirm that I do not have a condition, medical or physical, that could prevent me from, or be aggravated by, participating in this activity. Examples of the risks I have been warned about include: Tripping, slipping and falling • Collision with someone or something • Something giving way unexpectedly • Back injury, strains • Spillage and burns • Trip hazard• Bites and stings • Sun • Injury from falling branches*
Melbourne Serverless Meetup Group event for April 2026
**Note - NEW location for this month only at the AWS Builder Studio!**
IMPORTANT - the list of attendees will be provided the day before to security. Just go up the stairs / escalator to level 1 and check with your Photo ID to security.
Please get in touch ASAP if you would like to talk at a future event, send us an email at Melbourne(at)serverless.org.au for more info!
First time speakers are more than welcome and we can provide you assistance if you need with your presentation beforehand. Please reach out Melbourne(at)serverless.org.au.
It can be a regular talk, lightning talk, demo, workshop, whatever is your thing our community will love it - as long as it is serverless related!
Venue: AWS Builder Studio, Level 1, 555 Collins St. Melbourne
📅 Agenda 📅
5:30 PM - Doors Open!
6:00 PM - Welcome from the organizers / housekeeping
6:05 PM - **"Changing the engine mid-flight: A startup data pivot" - By Susan Brander, CTO Kaleida**
What happens when your startup’s data model is held together with duct tape, but you still have to fly the plane, ship features, and act cool about it?
Startups move fast, and sometimes that means making the best architecture decisions you can, and being utterly wrong because you don’t yet fully understand the domain you’re building for.
At Kaleida, we chose DynamoDB as the cheapest way to get our product off the ground quickly, pushing relational logic into separate tables and thinking we’d gotten it right and assuming if we hadn’t that we’d clean it up later (if we survived).
SPOILER!
We survived and thrived! Later came around fast, and it looked like:
\- bloated documents
* Relational logic spread across tables
* Queries dragging us down
We knew we’d modelled it wrong, and that not changing it soon would only multiply the difficulties in the future. So, mid-flight, we changed engines.
This talk is a candid case study of what it takes to evolve your architecture under pressure:
* found our real data inside our current data
* Pivoted to a One Table design
* Pulled off a zero-downtime migration
* Did it all while shipping features and pretending we weren’t panicking.
If your team is battling tech debt, scaling pains, a data model that no longer reflects reality, (or you just want to hear about someone else’s war wounds) then come along.
6:35 PM - Pizza & Networking
7:00 PM - "**Let the Agent Read the Boring Reports: AI-Powered Database Auditing for PROTECTED Compliance on AWS**" - **By Christina Chen, Senior DevOps Engineer, Mantel Group**
Nobody reads CSV audit reports. But under Australia's IRAP PROTECTED framework, organisations must continuously monitor and evidence database user activity — and assessors want proof.
This talk builds a two-stage event-driven pipeline: Lambda extracts MySQL RDS user activity to S3, then a Strands Agent on Bedrock autonomously assesses findings against ISM controls, and generates assessor-ready output
7:30 PM - Networking and finish the Pizza!
8:00 PM - Doors Close, see you next time!
Progressibu Japanese English Language Exchange
## 🇯🇵 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)
Melbourne MongoDB User Group #1 2026
Welcome to the first 2026 meetup of **Melbourne 🇦🇺 MongoDB User Group**.
The team at Mantel Group has kindly offered to host us for the evening at their office in Melbourne on Flinders Street. **Complimentary drinks and snacks, as well as some SWAG, will be available, proudly sponsored by the team at MongoDB and Confluent**.
We're looking forward to seeing familiar faces and welcoming newcomers!
Please note that we have limited spots this time, so RSVP early. You will not be able to enter the building after 6 PM, so please be on time.
**Agenda**
* 5:00 pm - Arrival & Networking
* 5:30 pm - Welcome
* 5:35 pm - Talk #1 - Stephen Ermann - Avoid the AI Monolith: Deploy Multi-Agent Systems with MongoDB and Confluent
* 6:00 pm - Talk #2 - Alex Peng - Sharding in MongoDB
* 6:25 pm - Quiz & Swag
* 6:35 pm - Networking & Food
**Speakers**
**Speaker #1 -** **Stephen Ermann** is a **Senior Customer Success Technical Architect at Confluent**, where he helps large enterprises design and operate mission-critical event streaming platforms with **Apache Kafka,** **Confluent Platform/Cloud** and **Apache Flink**. Based in Australia and working closely with major organisations, he focuses on scalable architectures, secure integrations, and smooth cloud migrations.
Stephen has deep, hands-on experience connecting operational data stores like **MongoDB** into real-time, event-driven systems—turning CDC streams and transactional data into streaming workloads that power modern applications. He’s passionate about making distributed systems practical, sharing field lessons, and helping teams move from batch to truly real-time data.
**Presentation #1** \- Avoid the AI monolith and learn how to design **event-driven multi-agent systems** with Confluent and MongoDB. In this talk, we’ll unpack the shift from classic predictive models to generative and agentic AI, and show why data readiness and real-time context - not just bigger models - determine whether your agents are actually useful in production. You’ll see how treating agents as event-driven microservices with a “brain” helps you avoid brittle point-to-point integrations and instead build scalable, observable systems.
We’ll then walk through how **Confluent Cloud, Apache Flink® Streaming Agents, and MongoDB Atlas** fit together to provide the streaming backbone, vector search, and RAG capabilities that modern agentic applications need. Using an automated insurance claims demo, we’ll illustrate how real-time embeddings, external tables, and vector search in Flink SQL work with MongoDB Atlas to power context-aware decisions and end-to-end workflow automation. We will also share practical pointers and resources so you can start experimenting with your own multi-agent architectures after the meetup.
**Speaker #2 -** Alex Peng is a Technical Services Engineer at MongoDB, specialising in MongoDB Atlas Support. With deep expertise in cloud deployments, Alex is passionate about helping customers navigate complex challenges on MongoDB Atlas, ensuring they get the most out of MongoDB's products and services.
**Presentation #2** explores the fundamentals of sharding in MongoDB, covering the core concepts and architecture that power horizontal scaling in MongoDB. Attendees will gain a clear understanding of sharding's strengths and how to leverage them effectively. We will also provide practical guidance on selecting the shard key to maximise your application's performance and scalability.
Thanks,
The Melbourne MUG Team!
Imagine -> 2 hours of MiniSprints -> Surprise and Delight
We are meeting in the board-room of the 55th floor of 318 Russel Street (The Abode). When you arrive call me on 0447 591 141 and I'll come down and get you.
## **🛠️ Meetup Format (2 hours)**
**⚡ Project Intros (5 minutes total)**
Each participant gets **1 minute (hard stop)** to briefly share:
* What they’re building
* What they want to focus on today
**🚀 Build Sprints (90 minutes total)**
We’ll run **three focused build cycles**:
* **25 minutes** of deep, uninterrupted building
* **5 minutes** of casual chatting, sharing progress, and asking questions
**🎤 Demos & Wrap-up (10 minutes total)**
Each participant gets **1 minute (hard stop)** to:
* Demo what they built
* Share learnings or next steps
This format balances **deep focus**, **collaboration**, and **show-and-tell**, while keeping things lightweight and fun.
Swift Language Events Near You
Connect with your local Swift Language community
American Sign Language Beginners Meetup Group
We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able!
Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!
Cocoaheads
Come out to Improving for our monthly iOS and Mac meetings.
This Month's Presentation:
Nothing yet. (You should volunteer).
What is Cocoaheads (http://cocoaheads.org/)?
CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics.
What is BuckeyeCocoa (http://buckeyecocoa.org/)?
BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend.
Presentations!
Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website.
To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter.
Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/
IxDA Chat ‘n Pancakes
It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.
DoJo (Informal Python Meeting)
**Latest Dojo Location!**
**Knotty Pine Brewing**
1765 W 3rd Ave,
Columbus, OH 43212
We're going to try a new dojo location for a few weeks and see how it works
Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead.
We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community.
https://forms.gle/ehSfUAC2WgR34Crq9
Conversation and Coffee @ Belle's Bread Bakery
Hey Everyone!
Let's meet at Belle's Bread Bakery and Cafe. There is lots of free parking and easy access to the cafe and many shops and restaurants as well. This is a great way to meet new and old friends while chatting about life and practicing English language speaking skills. All are welcome and encouraged to join us anytime between 11am and 1pm. Looking forward to seeing you soon.
Columbus Code & Coffee 86 @ Improving
Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you!
**What to Expect at the Intro Circle**
\~\~\~\~\~\~\~\~\~\~\~\~\~
Near the beginning of the event (1:30 pm), we do a standup:
* Organizer announcements, updates, and logistics
Round 1 - (7 secs max):
* Your name
* What you're working on
* What you can help others with
Round 2:
* Community events you wanna plug. If none, that's cool too.
Round 3:
* Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool.
After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!
CHROMA @CCAD
FREE event
[https://www.ccad.edu/chroma](https://www.ccad.edu/chroma)
Friday, May 16, 3–7 p.m.
CCAD campus, 60 Cleveland Ave, Columbus, OH
Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements.
It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all.
Many exhibitions including...
**Game Art & Design:**
**DSB, first floor, Welcome Center lobby and Room 115**
![[FREE]Language exchange! Make friends & practice English🇦🇺🇬🇧🇫🇷🇯🇵🇮🇳🇫🇷](https://secure.meetupstatic.com/photos/event/3/1/5/3/highres_509232627.webp?w=640)



















