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Frequently Asked Questions
Yes! Check out stream events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the stream events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find stream events near your location here. Connect with your local community and discover events within your area.
Stream Events Today
Join in-person Stream events happening right now
Stranger Soccer 5-a-side match at Monash University
Hey, mates! We'll be having a 5-a-side match **at Monash University every Sunday, from 11:30-12:30 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!
Artisan's Guild
Celebrate Melbourne's creative community at **The Artisan’s Guild**, running **every Sunday, 2–6pm** inside the **Fortress Melbourne Tavern**.
Meet local artists and makers, discover unique handmade pieces—from prints and pins to jewellery and crafty curios—and chat with the people behind the work.
Make an afternoon of it: order a pint or a mocktail, grab some legendary Tavern fare, and settle in amongst the cozy medieval vibes. Even watch our D&F tables pave their adventure together!
Whether you’re hunting for a gift, building your hoard of treasures, or just here for the chill weekend vibes, this is the perfect low-key Sunday.
Free entry. Family-friendly. Drop in anytime.
Are you a maker interested in a stall at a future Guild? Get in touch with Fortress Melbourne to apply. hi@fortress.games
**TERMS & CONDITIONS**
* *Fortress is a licensed venue, and as such, a valid ID is required and checked upon entrance to the premises.*
* *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.*
*More information on valid forms of identification and Fortress' minors policy can be found here: [www.fortress.games/minors/](https://www.fortress.games/minors/)*
Enchanted Kirtan
Modern life moves fast.
Work, screens, notifications, constant thinking.
It’s easy to feel stressed, tired, or disconnected.
This Sunday, slow down with Kirtan - a powerful live music meditation experience.
Come for:
✨ Singing, dancing, and uplifting energy
✨ A calm mind and open heart
✨ A real sense of belonging
No singing skills needed!
Just calmness & connection.
🗓️Sunday \| 6\-8pm
🍴Incl Dinner
📍South Melbourne
VALORANT VCT 26 Pacific Stage 1 Grand Final Watchparty
**The culmination of Stage 1 for VCT Pacific. Who of our two finalists will #EarnEverything?**
Riot Games and Fortress are teaming up to provide the best experience a VALORANT fan can find in Melbourne!
Enjoy the thrills of VCT Pacific in a packed arena on the big screen, surrounded by the passionate VALORANT community.
Along with the match itself, attendees can look forward to:
* Trivia & Mini-Games - test your knowledge and win exclusive rewards.
* Cosplayers - official cosplayers will be dressing to impress.
* VALORANT-themed Photo Moment - share the experience digitally
* Artist Alley style stalls (local creators).
* Bang Bang Sticks + Cheer Signs - embrace the chaos of the crowd with fun interaction merch.
* Prizes & Giveaways - PC passes, arcade credits, drink tokens, and more.
DOORS OPEN AT 6PM. BROADCAST STARTS AT 8PM.
General Admission - Free: Entry to the watch party. Full access to all the experiences in the arena.
[Book now! https://events.humanitix.com/vct-grand-final-watchparty-fortress-melbourne](Book now! https://events.humanitix.com/vct-grand-final-watchparty-fortress-melbourne)
*Registered attendance on Meetup doesn't guarantee you a ticket.*
General Admission - Drink & PC Time Inclusion:
Everything in General Admission, plus 1x drink token on arrival and 1 hour of PC time at Fortress (use it before, during, or after)
TERMS & CONDITIONS
Fortress Melbourne is a licensed venue and as such valid ID is required and checked upon entrance to the premises
This is an 18+ event
No outside food or drinks
Photosensitive attendees should be aware that strobe effects and flashing lights may be in use at this event
Everyone must present a ticket, either pre-booked or booked on day
This event is non-refundable
More information on valid forms of identification and Fortress' minors policy can be found here: www.fortress.games/minors/
Our Cosplay policy can be found here: https://fortress.games/cosplay-guidelines
Mangala Sutta Lecture Series
Join us for the Mangala Sutta
Lecture Series -a journey into
wisdom, blessings, and practical
teachings for everyday life.
Guided by Shifu Shengchi, this
8-week series explores the
timeless teachings of the Mangal
Sutta, offering insight into how to
cultivate true happiness, harmony
and well-being.
Starting: April 12,2026 (Every
Sunday)
Location: 7/663 Malvern Roac
Toorak VIC 3142
Weekly Schedule:
10:30 - 11:00 Baduanjin Qigong
(Eight Brocades)
11:00-12:00 Nianfo Meditatio
12:00-13:00 Vegetarian Lunch
13:00-14:00 Mangala Sutta
Dharma Talk
Whether you are new to
Buddhist teachings or looking
to deepen your practice, allare
welcome.
Stream Events This Week
Discover what is happening in the next few days
Sober Sunday: Walk, talk, coffee and lunch (ticketed) - still going ahead!
Due to popularity, we are doing another walk, talk, lunch and coffee, this time as requested, in the city. Fitroy Gardens.
Ticket here: [Walk, talk and lunch - Fitzroy Gardens](https://www.trybooking.com/DMDSE)
Meeting at Kere Kere Green cafe, on the grassed area. It's a nice open space to meet, mingle, talk before making our way around the gardens, over to The Tan and back.
Meeting at 10:30am, starting walk around the gardens at 11am, walk shall take about 70 mins, to then make our way back to Kere Kere Green Cafe.
Grab your coffee as we meet and then lunch once we make it back. The cafe has seating inside/outside or we can stand on the outside grassed area.
There is prospect of rain but come prepared with umbrella and rain coat. If it is too wet, we can just stay at cafe for a coffee.
Dogs welcomed! Please do NOT be late, smell of alcohol/be hungover (Sober Sunday) or have bad BO.
Being a Sunday, there should be parking around, plenty of public transport options as well.
Your ticket goes towards the associated costs of running the group and it is ONLY $5!
## Date
A unique afternoon tea - One-hatted Oxi Tea Room
There have been some requests in the group for an afternoon tea, so here’s a really unique one!
Oxi Tea Room was awarded one Hat this year and delivers an incredible afternoon tea experience. Here’s an example video of one of their previous menus: https://www.instagram.com/reel/DIA3AtEh4bf/?igsh=MW5lN3ZmaGxkeHFwag==
The new menu titled ‘Hatched - The Loop’ has just been released (menu here: https://drive.google.com/file/d/1cO4e2-mPF2ZE_C6Pce3FTallVZGlP1nJ/view) and I have booked this for 6 Fine Diners to enjoy from 12pm on Sunday 17 May. The price is $128 per person and includes a tea and a welcome drink. You can purchase additional teas/drinks on the day if you wish.
Join the waitlist to express interest.
Once I have names in the waitlist, I’ll send you a ‘Meetup Message’ to confirm you have a spot and how to pay. You’ll need to send me the full cost of $128 to secure your place as this is charged for cancellations.
Once paid I’ll move you from the waitlist to going.
Please check that you don’t have your settings blocking messages; if I can’t contact you I’ll have to move on to the next person. Also if you don’t respond to my message within 3 days, I’ll let you know that I’m offering the seat to the next person on the waitlist.
Thanks and I’m looking forward to trying this beautiful-looking afternoon tea with you!
Yarra and Botanics Walk discussing 'Hollow Air' by Verity Borthwick
We'll meet at the spot where Fed Square meets the Princes Bridge over the Yarra (near the pedestrian crossing closest to the river from Flinders St, on the Fed Square side).
We'll walk for about 6km along the Yarra River, through the Botanic Gardens and back along the river to Federation Square for a coffee after the walk.
This month, we're reading and talking about 'Hollow Air' by Verity Borthwick
The blurb:
**"Isolation can be hard on a person. It can be hard on the mind, especially when the bush closes in on you in the darkness of night.**
In the tin fields of Far North Queensland, Sarah, a fly-in-fly-out geologist, is working alone at a remote mine site. She spends her time in a sort of limbo, never quite fitting into her life at site or back home in Sydney with her fiancé.
Strange things keep happening at the mine site, and Sarah can try to explain them away as the ramblings of a lonely mind, but there are dead bodies from a mining accident a century ago at the old Dulcie Ada mine, still buried beneath more than a hundred metres of rock.
**A deeply moving novel that explores the friction that comes with the desire to understand the secrets of the Earth coupled with the knowledge that this can exact a toll.**"
Goodreads rating: 3.94
How does a walking bookclub work?
Like a normal bookclub, we talk about the book, what else we're reading, have read, or want to read (as well as a few tangents into life outside literature!) but we do it while walking around Melbourne and then over a coffee. We often split into smaller groups as we walk, but we also regroup through the walk.
Should I read the book beforehand?
The conversation will be more interesting if you do, but you can still come along if you haven't finished it yet!
Do I need to bring anything?
**Comfy** walking shoes, drinking water, some money for coffee or a bite to eat after if you wish. No need to bring the book unless you want to.
No shows
No shows (RSVPing yes and not attending) mean the group waits unnecessarily for those who are not coming, thinking you are running a little late. It’s absolutely fine to change your rsvp for any reason up until the walk begins, and you don’t need to leave a comment, send a message or give a reason, but if you don't click that 'change rsvp' button, you may be removed from the group.
Membership Fee
Did you know that while it is free to attend most events, Meetup charges organisers about $600 a year to organise a group? Members of the Walking Book Club are asked to pay a membership fee of $10 per year (not per event) to help cover this cost. When you join the group, you'll be automatically given a three month trial so you can see what the group is like, without needing to make any payment. If you would like to continue attending events after this, please follow Meetup's instructions to pay the $6.50US/approx $10AUD fee once per year (or contact group organisers if you would prefer to make payment using paypal, payID, cash or bank transfer).
The Nature of Happiness
**SoulTime Nillumbik** is back! And we’re very excited to introduce...***SoulTime Kids!***
After a short hiatus over the past few months, we’re really looking forward to gathering again and reconnecting as a community.
SoulTime offers a welcoming space for **reflection, meaningful conversation and connection** in a peaceful setting overlooking nature. Sessions include gentle music, short readings from diverse cultures and perspectives, and open discussion around uplifting themes relevant to everyday life.
This month, we'll be exploring **Happiness - what contributes to happiness within us, and around us.**
To help make SoulTime more accessible for families, we’re now also offering ***SoulTime Kids*** — a parallel session for primary-aged children while adults attend the main gathering. Children will enjoy creative, reflective and values-based activities facilitated by a qualified primary school teacher (with Working With Children Check).
SoulTime remains open to everyone, regardless of background, beliefs or life stage.
Light refreshments will be served following the group discussion.
We hope you can join us! 🌿
Sunday Meditation | Community Building | Connection | Meet New People
**Who We are..... 🤝**
Our journey to bring people together began in January of 2022. The group was started with a simple intention to gather and meet some likeminded people - connecting through the powerful act of meditation and sharing our genuine selves while sitting in a circle that represents equality, harmony and wholeness( *we believe everyone in the circle is a teacher and a student at the same time)*.
And over the last 4 years of consistently coming together, we have fostered a beautiful, loving, dependable community where members from all walks of life have experienced a sacred space to sit in silence together and meditate, share their authentic selves, give presence to others and forge meaningful and long lasting connections.
The Meditations are guided by Sana(co-founder and host), who is a Trained and certified meditation teacher by the Meditation Association of Australia, and has been guiding meditations for 3+ years in corporate and community settings.
✨ **Do you wish to....**
* Experience a simple yet powerful meditation and breathing practice to find calm, relaxation and clarity
* Connect with like-minded people in your local community and foster meaningful connections
* Meet others who are passionate about growing, uplifting themselves, and supporting others
* Share insights from your personal journey (or simply listen and learn)
Or maybe you just want to...
☮️ **Spend your Sunday evening in a peaceful, zen space and meet new people? Bring a friend (or two!) and let’s connect.**
**What’s on the evening’s flow?**
* **Open meet & greet** – connect and settle in
* **5 min guided meditation** to land into the space and connect within
* **Sharing circle** (totally optional!) – share your thoughts or simply listen
* **20-30 min guided meditation** – for relaxation and deeper connection
**Where?**
📍 **250 George St, Fitzroy VIC 3065**
Enter through the church gates. You’ll see a small garden on the left and stairs on the right leading up to the **Dance of Life Yoga Studio (first door on your right upstairs).**
**What to bring?**
* **Donation:** A contribution of **$15 or more is recommended**.
Your donations directly help us cover venue, meetup membership and other costs, provide valuable resources, and keep this meditation community alive and growing.
* **Warm jumper/jacket** (just in case!)
* **Water**
* **Any books/resources/inspiration you’d love to share**
**Important Notes:**
* Spaces are **limited**, so if you can’t make it, please update your RSVP to “Not going” or send us a quick message.
* **No-show policy:** To keep it fair for everyone, repeat no-shows without notice may not be able to RSVP in the future.
* Attendees under 18 must have a guardian present.
**Everyone is welcome!**
All ages (with guardians for under 18), backgrounds, genders, and experiences – no meditation experience needed.
The event runs for about **2.5 hours**, but you’re free to come and go as you need.
Drop In Meditation - Sunday Evenings in Carlton North
Sunday Evening Meditation 5.30 to 6.30pm
Join us in our cosy centre in Carlton North. Whether you are new to meditation or an experienced practitioner you are welcome at these relaxed and informal sessions. Simple instructions are provided and you can sit in a chair or on a cushion.
Masks optional but not mandated.
Bring your own sealed drink bottle.
$10 for workers or $5 for concession.
Find out about our activities.
Incense and other dharma books and items for sale
803 Nicholson Street, Carlton North.
Website: https://melbourne.rigpa.org.au/
Single Dads: Casual Coffee Catch-Up (Mitcham)
Fellas,
Come along, grab a coffee, and connect with other dads who understand life after separation.
Chat if you feel like it, and enjoy a good coffee.
I’ll be sitting with my push bike helmet on the table — just come up, say hello, and grab a seat.
Cheers,
Paul
Stream Events Near You
Connect with your local Stream community
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
🔥 Lincoln Street Salsa 🔥 Salsa, Bachata, and Merengue Dancing!🔥
**💥 Join us THIS Saturday and EVERY Saturday!**
**💥 At Columbus’ Hottest New Salsa Venue!**
**.**
Lincoln Street Salsa
THIS Saturday and EVERY Saturday!
8 pm – 1 am
**.**
**💥 Gorgeously Renovated Studio!**
**💥 Free Parking!**
**💥 BYOB!**
**💥 Easy Access from Highway!**
**.**
Lincoln Street Salsa
1717 Brice Rd
Reynoldsburg, Ohio 43215
**.**
**ENTRANCE IS ON THE NORTH SIDE OF THE BUILDING**
**Behind Anthony’s Pharmacy!**
**.**
**PLEASE SHARE and help get the word out!**
**.**
**🟣 Salsa, Bachata, and Merengue Dancing!**
**.**
**🟣** 8:00 pm – 8:30 pm
**𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻**
**.**
**🟣** 8:30 pm – 9:30 pm
**𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝗗𝗮𝗻𝗰𝗲 Class!**
**.**
**🟣** 9:30 pm – 1 am
**𝗢𝗽𝗲𝗻 𝗗𝗮𝗻𝗰𝗲 𝗣𝗮𝗿𝘁𝘆!**
**.**
**✅ Questions?**
**Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/)**
Or Text Todd: 614-774-8146
**.**
**✅ No Experience Necessary!**
**✅ No Partner Required!**
**✅ Plenty of People to Dance With!**
**.**
**✅ $15 Cash / $16 Card**
**✅ College Students $5 Off with Valid ID!**
**✅ BYOB**
**✅ Age 18+**
**.**
**✅ Lincoln Street Salsa is the perfect place for…**
**.**
**👉 Learning to Dance**
**👉** Social Dancing
**👉 Birthday Celebration**
**👉** Bachelorette Parties
**👉 Girl’s Night Out**
**👉 Date Night**
**👉** Getting Fit / Burning Calories
**👉 Meeting New People**
**👉** Having Fun, Fun, Fun!
**.**
✅ **Questions?**
Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/ "https://columbussalsadancing.com/")
Or Text Todd: 614-774-8146
.
Unknown Number: The High School Catfish
IMPORTANT INFO: I strongly suggest not reading anything about it online before seeing it. It's best viewed with no previous knowledge. This documentary contains crude terminology and deals with cyberbullying, which may be a trigger for some folks.
AGAIN, PLEASE DO NOT EVEN READ ABOUT IT BEFORE YOU SEE IT.
A very unusual choice for his group... Unknown Number: High School Catfish is an American [true crime](https://en.wikipedia.org/wiki/True_crime "True crime") documentary film directed by [Skye Borgman](https://en.wikipedia.org/wiki/Skye_Borgman "Skye Borgman") and released to [streaming](https://en.wikipedia.org/wiki/Streaming_media "Streaming media") on [Netflix](https://en.wikipedia.org/wiki/Netflix "Netflix") on August 29, 2025.
The documentary explores the events and investigation into an unknown person [cyberbully](https://en.wikipedia.org/wiki/Cyberbullying "Cyberbullying") and [harassing](https://en.wikipedia.org/wiki/Harassment "Harassment") teenagers in [Beal City, Michigan](https://en.wikipedia.org/wiki/Beal_City,_Michigan "Beal City, Michigan") using an unknown number via insults and sexual claims. It also explores the increasingly great impact of the harassment on the community, the eventual reveal of the culprit, and the trial that followed.
Please be ready to discuss the movie by 7PM. We suggest arriving early enough to order and get food beforehand. Thanks.
Unfortunately, it is only available on Netflix. If you would like to attend but do not have Netflix, say so and maybe we can figure something out.
Icebreaker Questions:
1\. Did you figure it out? \(explain\)
2\. From a production perspective\, how do you rate it as a documentary? \(explain\)
Stream Adventure Night, Test Your Local Water - Granville
Hosted by Licking County Soil and Water Conservation District
**Stream Team Sampling Events**
Are you interested in the health of local rivers and streams? You can join the Licking County Soil and Water in a Stream Team assessment. These events are a night filled will fun in the water. We look at habitat, biology, and chemical parameters in waterways that indicate how healthy our water is!
We would love to see you at one of these events!
Family friendly. Free to attend.
June
Wildwood Park, Granville
Where: 785 W Broadway, Granville, OH 43023
Date: 6/11/2026
Time: 5:30 - 7:30 P.M.
July
Velvet Ice Cream, Ye Olde Mill
Where:11324 Mount Vernon Rd, Utica, OH 43080
Date: 7/9/2026
Time: 5:30 - 7:30 P.M.
Fun & easy way to play more tennis (read event description)
We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches.
These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun!
Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up:
https://www.playyourcourt.com/tennis-community/columbus-oh/meetup/
If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works.
Happy hitting!
- Scott
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





















