Digital Currency
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Frequently Asked Questions
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Digital Currency Events Today
Join in-person Digital Currency events happening right now
Melbourne CocoaHeads No. 195
Our regular monthly presentation night on the second Thursday of the month from 6:30pm!
Thanks to Mantel Group for hosting us again this month. If you're coming in person we're there with food and drinks from 6pm. We will be live streaming the presentations as usual from 6:30pm at [http://www.melbournecocoaheads.com/live](http://www.melbournecocoaheads.com/live)
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In an unusual turn of events we have two AI-related talks this month — but I think both will be speaking to the state of our industry and offering perspective on where we are and maybe where we're going.
**Agenda**
\| 6:00pm \| Food \+ Networking \|
\| 6:30pm \| Event begins\. Introductions \|
\| 6:40pm \| Andrew Murphy — The five stages of losing our craft \|
\| 7:15pm \| Rob Amos \(Bok\) — Forging a Sword Spirit: From AI skeptic to autonomy \|
\| 7:55pm \| Wrap up \+ social time at a nearby venue \|
\* All times are approximate. Presentation order will be confirmed on the night.
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We are always looking for speakers and believe everyone has an interesting talk hiding inside themselves. If you are interested in letting that talk out at a future event you can get in touch on the website [https://www.melbournecocoaheads.com/talks](https://www.melbournecocoaheads.com/talks) or on Slack.
Friday Lunch @ Warren Glen Café 3113 💕
Hi Radiant Ladies,
See you at the lovely Warran Glen Café for lunch!
Lyn 🥂💓
Golang May @ Atlassian
Hi Gophers! We have started planning our May event at Atlassian.
*
**Agenda**
**5.45pm — Food & Networking**
**6:30pm — Intro + Go News**
**6:45pm — Talks**
**8.00pm — Wrap up then head out for kick ons**
*
**Talks**
**🎤 Tristan Penman**
**Robotics in Go**
This talk will show how Go can be used for small networked robots. Everything will run natively in Go, on a Raspberry Pi using a simple MQTT message bus. In this whirlwind tour, we'll also see how Gobot and Periph can be used to perform IO. We'll finish with a sneak peek at how TinyGo can be used offload timing-critical IO to a microcontroller.
**🎤 Yann Vigara**
**Developer Onboarding That Doesn't Suck**
You probably have a Makefile.
It probably has a step that installs golangci-lint. Maybe goreleaser. Maybe buf. Maybe something someone added in 2022 that nobody's touched since and everyone's too scared to remove.
And when a new dev joins the team, they clone the repo, run the Makefile, hit an error on step 3, spend 45 minutes debugging something that has nothing to do with the actual product, and then quietly wonder if they made a mistake joining.
This month I'll show you how to fix that.
Mostly terminal. Mostly live. Probably a few things that will go wrong in interesting ways.
*
**Interested in speaking at an upcoming event?**
We will aim to have a mix of short (\~10min) and in-depth (20-30min) talks.
If you’re keen to give a talk on a topic, share a project, or idea, please let us know [bit.ly/GolangMelbourneSpeakersForm](https://bit.ly/GolangMelbourneSpeakersForm)
Atheist Society: Artificial Intelligence
ATHEIST SOCIETY - Melbourne, Australia.
**"Artificial Intelligence".**
Dr. Ian Storey will present the topic and lead the discussion.
Amongst other things, Ian Storey is known for his appearances on the 'Beyond Infinity' program on 3RPP and in the 'Beyond Infinity' podcasts.
\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*
Venue: Unitarian Hall, 110 Grey Street East Melbourne.
(Adjacent to the Epworth Freemasons Hospital).
The carpark at the rear of the church may be open - ring John on 0411 143 744
Zoom Meeting ID: 852 9852 4260 Passcode: 249550
All are welcome. Come early to socialise before (and after) the meeting.
These hybrid meetings are on the 2nd Thursday of the month, 8pm.
Convenor: John Perkins - Tel: 0411 143 744 - jlperkins@tpg.com.au
Atheist Society: Website
[https://reason101.tech/Atheist/Society.htm](https://reason101.tech/Atheist/Society.htm)
Atheist Society: Meetups
[https://www.meetup.com/melbourne-atheists/](https://www.meetup.com/melbourne-atheists/)
Atheist Society: Facebook
[https://www.facebook.com/atheist.society.australia](https://www.facebook.com/atheist.society.australia)
#AI
#ArtificialIntelligence
#Atheism
#Atheists
#AtheistSociety
#ProgressiveAtheists
AppSec Aus Melb #18 - Rise of the AI Anti-Patterns
**Event Confirmation Form (NEW LOCATION)!**
➡️ We kindly request you fill out this **event confirmation form** to confirm your attendance for the event and your dietary requirements - [https://forms.gle/3KHTRMddqW2RXvig9](https://forms.gle/3KHTRMddqW2RXvig9)
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
## **What's On? 👀**
**Speaker:** Paul McCarty
**Title:** Rise of the AI Anti-Patterns
**Abstract:**
AI full-stack “vibe coding” platforms repeatedly converge on the same default stacks and the same failure modes. When your agent encounters an obstacle, it chooses the easiest path to get around it, which often means doing the bad security thing. If you know where to look, these "bad things" coalesce into several standard "AI anti-patterns".
This talk will dive into these anti-patterns and underscore why you need consistent security tooling, because the agent can (and will) make insecure choices to satisfy the prompt.
## **Location** 📍(NEW!)
Origin Melbourne
M01, Ground Floor
321 Exhibition St
Melbourne VIC 3000
## **Agenda ⏰**
* 5:30 - Food is served
* 6:15 - Session start
* 7:30 - Post-event networking
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Note: Please complete the event confirmation form: [https://forms.gle/3KHTRMddqW2RXvig9](https://forms.gle/3KHTRMddqW2RXvig9)
The Lost Letter Club 💌 | pen ~ paper ~ presence
**The Lost Letter Club 📜**
A gentle, community gathering for women, centred around letter writing, reflection, and quiet connection. Rooted in soft, Celtic-inspired rituals, the evening opens space for pen, paper and presence. Held in Shellspace, an ethereal bubble filled with wonder and magic 🧚🏻🍭
Thursday 14 May \| 6\.30 PM \- 8\.30 PM
Our theme this month is **Impermanence.**
*Impermanence reminds us that everything moves, shifts, and changes. Nothing stays the same, not our thoughts, our relationships, or even the versions of ourselves we once were.*
What might open if you gave those quiet parts of you time, space, and attention?
Through guided prompts and earthy ritual, you’ll be invited to write freely, without pressure, without expectation.
**What to expect ✨**
* Guided meditation
* Celtic-inspired rituals
* Curated instrumental music to soften the senses (The Lost Letter Club playlist)
* Letter writing
* Self-inquiry and sharing element
* Tea, chai, chocolate and berries
As the evening comes to a close, you’ll be invited to follow what feels right for you:
to send your letter, release it through ritual, or place it gently into the *Lost Letterbox* 🌒 🕰️
Only 11 spots left 🕯️. Early bird tickets are still on sale. Click **[here](https://events.humanitix.com/the-lost-letter-club)** to buy your ticket.
Unlock the Power of Generative AI
**Generative AI for Developers Meetup 2026**
***Building AI Applications with Agentic AI, GenAI Workflows & Multi-Agent Systems***
We’re gearing up for another massive night on **Thursday, 14th May**. We’ve got an incredible lineup of speakers, a hands-on agenda, and our wonderful MC, **Annemarie Boicovitis**, to guide us through the evening.
**📅 AGENDA**
1️⃣ **Implementing Voice AI Agents** **David Galtieri (DepthNode)** David has been deep in the trenches implementing AI chatbots for enterprise. He’ll share insights on moving beyond text and the mechanics of deploying production-ready Voice AI.
2️⃣ **Round Table Discussion: Is software engineering dead?** **Featuring event host Dr. George Vossos** A community-wide debate on the existential questions facing developers today. George will be joining the panel to dive into how AI-augmentation is shifting the role of the engineer.
3️⃣ **The New Agentic Skill Set & Hiring Trends** **Joh Leonhardt** Our regular AI futurist breaks down what "agentic skills" actually look like in practice and exactly what the industry is looking for in its next wave of AI hires.
4️⃣ **Zero to markermate.ai: The Reality of Building an AI SaaS** **Ryan Sinnott** One of our founding members, Ryan, tells the "real story" of building and launching his own AI SaaS—the technical hurdles, the pivots, and what it actually takes to get to market.
***
Whether you're a seasoned dev or just curious about the agentic future, come for the technical insights and stay for the networking with Melbourne’s AI community.
***
🌍 **Live-streamed globally** — YouTube link shared on the day (EU + US welcome!)
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**Why attend?**
If you’re building (or about to build) agentic AI systems, this is the room where you’ll pick up reusable patterns, avoid common traps, and meet others shipping in the same space - developers, data folks, founders, and technical leaders.
RSVP here: https://www.meetup.com/genai-for-developers/
Digital Currency Events This Week
Discover what is happening in the next few days
Renew Wellbeing - Saturdays Special Women's Event
Women's special event - Shebrews - High Tea
Must RSVP
$25
Please contact for details
Origami and Chocolate
Join us for a relaxing time of folding together at the Ratio chocolate factory in Brunswick! Bring a fun origami project to fold and share, all while sipping on delectable hot chocolate! Standard origami paper will be provided. We just ask for a gold coin to help with group expenses.
Réunion, dimanche 17 mai, KereKere cafe, Fitzroy Gardens, East Melbourne,
We will get-together at the KereKere cafe - at the community table just inside the cafe entrance.
*This is a group for people with intermediate and advanced level French who are able to engage in a conversation en français. It is not suitable for beginners.*
The cafe is close to the corner of Wellington Parade and Lansdowne St, East Melbourne in the Fitzroy Gardens. It takes about 5 minutes on Tram 75 from Flinders St Station, or 15 minute walk.
Car parking around Fitzroy Gardens on Sundays now is $2 per hour with a 4 hour limit, Some parking is limited to 1 hour even on Sunday. And occasionally, if there is a game at the MCG for example there might not be much parking at all.
Price: The event fee is $4.00 - cash necessary! . and please be sure you are a member of MyFrenchLife.org before attending reunion - merci
https://www.MyFrenchLife.org. The event fees are transferred to MyFrenchLife contributing to the meetup platform - thank you.
À bientôt !
Veronica and Daniel
Réunion Hosts
MyFrenchLife.org
Expand Your Social Circle - Kudos 2 Friends Around the Tan Stroll
**—— Details ——**
We will meet at the starting point, take round trip around the Tan and a short stroll inside the botanical garden. BYO coffee/ water bottle. Dress for outdoor walk. Come along & simply say, "Hi, it's my first time joining the group event." or ask the organiser to introduce you. You can take it slow and start from there.
If you enjoy the conversations, take the initative to invite others to hang out over a bite/ drink after.
**\-\-\- Running Late \-\-\-**
If you are running late, please message at least 30 mins in advance. We will wait up to 15 mins before heading off. We won't be able to keep track of messages once we start.
**\-\-\- RSVP / Change of Plan \-\-\-**
Change of plan or decide not to attend is absolutely okay. Please do update your RSVP to "NO", so others can have the opportunity to attend.
**\-\-\- Intro \-\-\-**
Kudos 2 Friends is a Melbourne based community created for individuals who are looking to expand their social circle and form long term friendship overtime. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, hiking, sporting, chilling, etc. Above all, we’d like to celebrate the importance of friendships. So if you are looking to expand your social circle and explore new adventures and venues in Melbourne, come join us!
**\-\-\- Heylo App \-\-\-**
We use Heylo App for more fluid communication, including ideas, interest groups, questions etc. Please download the Heylo app from the App store and let the organizer know if you would like to be added to the Heylo Group at the event. We will send an invite to attendees to the group. (give us some time)
**\-\-\- Rules \-\-\-**
Admin will only add members to the group with a clear profile picture.
(No hidden behind sunglasses, masks, drawings)
**You might be removed from the group in the case of…**
* no show
* without a clear profile picture
* anti-social behaviour (i.e. acts rude / disrespectful regularly)
* take advantage of individuals for personal gain(s)
**\-\-\- Privacy \-\-\-**
Do not disclose your contact number in this post comment. We will delete your comment/info as soon as we see it to protect your privacy.
NuCalm - Brain Health
NuCalm is a patented, drug-free neuroscience technology designed to rapidly reduce stress, improve sleep quality, and aid recovery by shifting the body from a "fight-or-flight" state to a deeply relaxed parasympathetic state within minutes.
[https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
It uses neuroacoustic software, a biosignal processing disc, and light-blocking eye masks to guide brain waves from active beta states down to alpha/theta (relaxation/meditation) levels
NuCalm uses a patented, clinically proven pitch and frequency matrix with non-linear oscillating algorithms to safely present your brain with precise signals, prompting what is known as a frequency-following response. Your brain synchronizes with the incoming NuCalm signals helping you naturally and effortlessly manage your state of mind by speeding up or slowing down your brain wave frequencies.
NuCalm has mapped all of your brain wave frequency zones and created products to safely and predictably guide you to whatever mental state you desire.
The amazing thing is, NuCalm is all-natural and works every time you use it within minutes.
The best thing to do now is to watch the video on the website and download the NuCalm app.
All you need is a headset and eye mask. This app purchase is covered with a 30-day money-back guarantee. Get started today and FEEL the difference even 15 minutes can make.
WATCH THE VIDEO ON THE WEBSITE.
[https://stamina.xosialx.com/nucalm.html](https://stamina.xosialx.com/nucalm.html)
Digital Currency Events Near You
Connect with your local Digital Currency community
BeComing Circle Initiates
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
Psychic Development Series II - Pueo Group
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
NFT AI ART Columbus
NFT's are here to stay folks!
This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more.
**PLUS**
This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.
TBD
**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you.
The building address is 4450 Bridge Park
The entrance is 6620 Mooney St, Suite 400
You will need to scan your ID at the door to get a visitor badge.
**Abstract**
TBD
**YouTube Link**
TBD
COhPy Monthly Meeting
**Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
6:30 to 8:00 pm. Main meeting and presentation(s).
Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades.
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs.
This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context.
We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing.
**SPEAKER BIO**
Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments.
https://www.linkedin.com/in/mosaic-basha-syed-92300856
**CALL FOR SPEAKERS**
Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/)
**THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/)
**DIRECTIONS**
8800 Lyra Dr #450 · Columbus, OH
go to 4th floor.
**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





























