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social network analysis Events Today
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Impact Pitch Night
🎟️ **TICKETS ARE REQUIRED FOR EVENT - [CLICK HERE FOR THE TICKETS](https://www.eventbrite.com.au/e/impact-pitch-night-tickets-1976033923659)** 🎟️
Join us for an inspiring evening celebrating startups making a difference at our 2026 Impact Pitch Night at The Commons QV!
We're excited to showcase four incredible founders building solutions that create meaningful change:
🎤 Sam Freidin – Founder, Wayfarer Mobility
🎤 Brock Hogan – Co-Founder, Places
🎤 Simi Rayat – Founder, Global Joy Mission
🎤 Archana Akhaury – Founder, Social Spectrum
Our founders will be pitching in front of an experienced panel of judges:
⚖️ Lucy Lin – Host, Emerging Tech Unpacked
⚖️ Tom Kloosterman – Energy Scaleup Program Lead, EnergyLab
⚖️ Sydney Bentley – CEO & Founder, Next Paws Innovations
⚖️ Robert Gallup – Founder, Oz2US Ventures
### **What to Expect on the Night:**
The Impact Pitch Night offers a unique opportunity to connect with a community of changemakers. Guests will:
* Network with an ever-growing community of investors, founders, service providers, and startup operators.
* Support four incredible early-stage founders as they pitch their solutions to global challenges.
* Vote for their favorite pitch of the night.
Secure your spot to witness the innovation and dedication of founders working to create a better world. This is your chance to explore transformative ideas and support startups tackling all kinds of solutions.
#### **Reserve Your Seat Today!**
Don’t miss out on this evening filled with networking, innovation, and celebration. Register now to be part of The Startup Network's Startups Pitch Night and connect with the changemakers shaping a brighter future
Korean Social: Tuesday Night @ Fathers Office QV
화요일 코리아 나이트 🇰🇷
**Hikari Social Melbourne**
한국 문화와 한국어에 관심 있는 분들을 위한 캐주얼하고 즐거운 교류 이벤트입니다.
새로운 사람들을 만나고, 친구를 사귀며, 편안한 분위기에서 대화를 즐겨보세요.
혼자 오시는 분들도 정말 많습니다. 처음 오시는 분들도 편하게 참여할 수 있도록 호스트가 소개와 안내를 도와드립니다.
📍 Father’s Office QV, Melbourne CBD
🕕 화요일 17:45–22:00
🇬🇧 **English**
Tuesday Korea Night 🇰🇷
**Hikari Social Melbourne**
A casual and fun social event for anyone interested in Korean culture and language.
Meet new people, make friends, and enjoy relaxed conversations in a friendly environment.
Most people come alone, and our hosts will help introduce you so you feel comfortable right away.
📍 Father’s Office QV, Melbourne CBD
🕕 Tuesday, 5:45PM – 10:00PM
Meet People in Melbourne – Language Exchange & Social
**Welcome to our Linguas Tuesday Social + Language Exchange Meetup 🌍**
We meet weekly at **Father’s Office QV**
**249 Little Lonsdale Street, Melbourne VIC 3000**
**QV location / balcony**
Find out more on our Instagram [https://instagram.com/Linguas.AU](https://instagram.com/Linguas.AU)
We ask that you **purchase a drink at the bar** or **pay $3.5 at entry**.
***
### 💬 Find your people (New!)
Looking to practice a specific language?
Post in the discussion using:
* **#LearnSpanish**
* **#LearnEnglish**
* **#TeachEnglish**
* **#LearnJapanese**
* etc.
👉 This helps others find you faster and makes it easier to connect.
***
### 📲 Join our WhatsApp Community
Stay connected before and after the event, meet people, and find language partners:
👉 **Join here:** [https://chat.whatsapp.com/Bi7FlhHP91e0eP7MfdeWcZ](https://chat.whatsapp.com/Bi7FlhHP91e0eP7MfdeWcZ)
***
### ⏰ What to expect
We consistently have **80–120 attendees** every Tuesday (across multiple Meetup groups).
People arrive at different times —
**best time to come is between 6PM and 9PM.**
Come solo or with friends — most people come alone and join conversations naturally.
***
### 🌏 Who attends?
A mix of:
* Native & non-native English speakers
* International students
* Backpackers & working holiday travellers
* Professionals & expats
* Local Australians
You’ll meet people from:
Europe, China, Japan, Korea, Latin America, and more.
***
### 🗣️ Why join?
👉 A relaxed, social way to practice English
👉 Meet people from around the world
👉 No pressure, no structure — just conversations
***
### 🍕 FREE DRINKS & FOOD FOR FRIENDLY VOLUNTEERS!
We’re looking for **friendly volunteers** to help welcome newcomers and keep the vibe social.
👉 You’ll get:
* Free drinks (beer/soft drink)
* Food (pizza, wedges, etc.)
* A fun team to hang out with
No experience needed — many of our volunteers are **first-timers too**.
Interested?
👉 [www.Linguas.au/Volunteer](www.Linguas.au/Volunteer)
***
📲 **More info:**
[https://instagram.com/Linguas.AU](https://instagram.com/Linguas.AU)
or **@Linguas.AU9**
R-Ladies+ Melbourne Social Event
Come unwind and connect after work with the R-Ladies+ Melbourne committee and members to celebrate the middle of the year!
🕕 Time: 6pm
📅 When: Tuesday 30th June 2026
📍 Where: Quarterhouse, 693 Collins St, Docklands VIC 3008
(right near Southern Cross Station).
Great opportunity to meet others that are using R. The idea is build our community and network with like minded coders. Whether you have been to our past events, or want to join for the first time, please come and join us.
🎉 Everyone is welcome! 🎉
\*Please note that food and drinks are not provided at this event and are at the attendee’s expense. It's more of an opportunity to come and socialise with the group and learn more about upcoming events and opportunities.
**‼️ Please RSVP** (and update your RSVP if your circumstances change). **‼️**
LinkedIn Networking: Walk, Talk, and Connect | Melbourne CBD - 30th June
Note: This event has had a date change.
Join us for a relaxed LinkedIn networking walk — a casual way to connect with others in a friendly way. This event is only open to people who have an active LinkedIn account.
Whether you're working, studying, running a business, or figuring things out, you're welcome here. It's a great opportunity to grow your LinkedIn network and meet like-minded people.
We ask that everyone comes with the intention to build genuine connections — not to pitch or sell.
Please remember to RSVP to this event if you wish to attend.
**Please note:** We won’t accept RSVPs from individuals who have previously breached our group guidelines.
**Meeting Point:** Let's meet infront of Timeout at Fed Square at 7 PM. We will be at the meeting point till 7:10 PM before walking. We will finish the walk around 8:30 PM at Fed Square. Please don't be late.
Map: [https://maps.app.goo.gl/CnfUeKQ4XQZwkbrb8](https://maps.app.goo.gl/CnfUeKQ4XQZwkbrb8)
**Total Walking Distance:** 4km, Easy, mostly flat
Cost: FREE
Please follow me on LinkedIn for updates:
[https://www.linkedin.com/in/cheolsu](https://www.linkedin.com/in/cheolsu)
Explore Melbourne is the largest meetup group in Australia with more than 43,000 members. We know these group rules won’t suit everybody, and that’s okay—there are many other groups where you might feel more at home. To keep things safe, fun, and positive, we have 8 simple rules for people attending our events. Over the past 9 years, we’ve removed 342 people (around 0.8%) for breaking them—so please read carefully!
❌ Not a dating group! – We’re here to make connections, not find soulmates.
📵 No phone numbers, please! – Feel free to swap LinkedIn if both parties are cool with it, but please don’t share or ask for phone numbers. Please don’t add people to WhatsApp or other groups.
🔞 Our events are only open to people aged 18 and older.
📢 Please do not advertise other events or groups.
🚗 We don't allow carpooling due to safety incidents/our public liability insurance not covering motor related accidents.
💰 **No sales pitches! – No selling, no MLMs, no pyramid schemes, no “life-changing mentorship” offers—let’s keep things scam-free.**
By joining an event, you agree to follow these rules. Breaking them means removal from all our groups—no exceptions. Thank you!
**Liability Waiver:**
The organizer of this group cannot accept any liability for any loss, damage, injury, or accident to participants or their property at this event. By participating in this event, you're taking responsibility for your safety and well-being. By joining this event, you agree to the liability waiver mentioned here: [https://exploremelbourne.au/explore-melbourne-liability-waiver/](https://exploremelbourne.au/explore-melbourne-liability-waiver/ "https://exploremelbourne.au/explore-melbourne-liability-waiver/")
Tuesday Language Exchange at Fathers Office QV
**Welcome to our Tuesday Social + Language Exchange Meetup 🌍**
We meet weekly at **Fathers Office QV-249 little lonsdale st (Melbourne CBD).**
We ask that you **purchase a drink at the bar** or **pay $3 at entry** to support the venue.
***
### 💬 Find your people (New!)
Looking to practice a specific language?
Post in the discussion using:
* **#LearnSpanish**
* **#LearnEnglish**
* **#TeachEnglish**
* **#LearnJapanese**
* etc.
👉 This helps others find you faster and makes it easier to connect.
***
### 📲 Join our WhatsApp Community
Stay connected before and after the event, meet people, and find language partners:
👉 **Join here:** [https://chat.whatsapp.com/Bi7FlhHP91e0eP7MfdeWcZ](https://chat.whatsapp.com/Bi7FlhHP91e0eP7MfdeWcZ)
***
### ⏰ What to expect
We consistently have **100–120 attendees** every Thursday (across multiple Meetup groups).
People arrive at different times —
**best time to come is between 6PM and 9PM.**
Come solo or with friends — most people come alone and join conversations naturally.
***
### 🌏 Who attends?
A mix of:
* Native & non-native English speakers
* International students
* Backpackers & working holiday travellers
* Professionals & expats
* Local Australians
You’ll meet people from:
Europe, China, Japan, Korea, Latin America, and more.
***
### 🗣️ Why join?
👉 A relaxed, social way to practice English
👉 Meet people from around the world
👉 No pressure, no structure — just conversations
***
### 🍕 FREE DRINKS & FOOD FOR FRIENDLY VOLUNTEERS!
We’re looking for **friendly volunteers** to help welcome newcomers and keep the vibe social.
👉 You’ll get:
* Free drinks (beer/soft drink)
* Food (pizza, wedges, etc.)
* A fun team to hang out with
No experience needed — many of our volunteers are **first-timers too**.
Interested?
👉 [www.Linguas.au/Volunteer](www.Linguas.au/Volunteer)
***
📲 **More info:**
[https://instagram.com/Linguas.AU](https://instagram.com/Linguas.AU)
or **@Linguas.AU**
Melbourne Cocoaheads Social Night
Come along and join in a relaxed evening of dev and tech talk, drinks and dinner.
social network analysis Events This Week
Discover what is happening in the next few days
CBD Business Owners Network – Connect & Grow
CBD Business Owners Network is a professionally facilitated networking experience designed specifically for business owners who are serious about building meaningful connections and growing their business.
This is not a typical large, unstructured networking event.
The focus is on **quality conversations, genuine relationships, and long-term business growth**.
**What This Event Is About**
We bring together a small group of business owners in a relaxed, structured environment to:
* Build strong professional relationships
* Create opportunities for referrals and collaboration
* Have real conversations about business growth
* Connect with like-minded business owners in Melbourne
There are **no presentations and no sales pitches** — just focused, high-quality networking.
**What to Expect**
* A curated group of business owners (not a large crowd)
* Structured introductions to help you connect with the right people
* Open networking and meaningful conversations
* A relaxed and welcoming environment
* Opportunities to build long-term referral relationships
**Who Should Attend**
This event is ideal for:
* Business owners and decision-makers
* Consultants, service providers, and entrepreneurs
* Professionals looking to grow through referrals and partnerships
This event is designed **for business owners only**
**Why Attend**
If you’re looking for a networking environment that is:
* Not overcrowded
* Not overly sales-driven
* Focused on real connections and growth
…then this is for you.
**Contact**
If you have any questions or would like to know if this is the right fit for you:
**Rakesh Singh**
PinnacleEdge Business Coaching
0423 804 123
Bachata Wednesdays: FREE Beginner Class & Social @ The Third Day
### **The Experience** 🚀
Welcome to your new midweek ritual! **Bachata ConeXión Wednesdays** is all about connecting with purpose in a stunning, high-energy environment.
Meet us at **The Third Day**—a massive, industrial-chic warehouse space in North Melbourne—for the best Bachata vibes in the city. Whether you're here for the fitness, the music, or the amazing community, your spot on the floor is waiting.
***
### **📍 Location & Time**
* **Venue:** The Third Day – 290 Macaulay Rd, North Melbourne VIC 3051
* **When:** Every Wednesday Night
* **The Space:** Huge dance floor, bar, and an inclusive, welcoming atmosphere.
***
### **🗓️ The Schedule**
Our night is designed to take you from your very first steps to the social dance floor:
* **6:30 PM – Bachata Fundamentals:** Perfect for absolute beginners.
* **7:00 PM – Bachata Improvers:** Level up your basics.
* **8:00 PM – Bachata Intermediate:** Master your patterns and flow.
* **9:00 PM - Late – Social Dancing:** Practice what you learned and party! **(Social is INCLUDED with any class ticket)**
***
### **🎵 The Music Mix**
Our DJs keep the floor burning with the perfect midweek blend:
* **70% Bachata** (Sensual, Moderna, & Authentic)
* **30% Salsa** (Linear & Cuban)
* **+ A touch of Kizomba** to keep the flow smooth.
### **✨ First Timers: Start for FREE**
New to our community? We want to welcome you!
* **Your first 6:30 PM Fundamentals class is 100% FREE.**
* No partner needed (we rotate throughout the class).
* No experience required—we'll teach you everything from step one.
***
### **🎟️ Pricing & Tickets**
**All tickets are available at the door!** No need to pre-book, just show up ready to move.
* **6:30 PM Class:** $11
* **Single Class (7:00 PM or 8:00 PM):** $21
* **Double Class Pass:** $31
* **Social Only (from 9:00 PM):** $16 ($11 after 10:30 PM)
*INSANE Card holders enjoy exclusive class & social deals!*
***
### **📲 Stay Connected**
Follow us on Instagram to see our daily stories and get a sneak peek at the vibe before you arrive: 👉 **Instagram:** [@bachataconexion](https://www.instagram.com/bachataconexion)
**Ready to dance? RSVP now and join the family!**
Social Bouldering Night at BlocHaus Port Melbourne
Let’s meet for a casual evening of indoor bouldering at BlocHaus Port Melbourne.
Bouldering is climbing on shorter walls with padded mats, without ropes or harnesses. BlocHaus describes it as a social activity that can be done with or without a partner, and their first-time page says beginners can come along and hire what they need in-house.
We’ll meet near reception at 6:30pm, do a short warm-up/pre-workout, then start climbing around 7:00pm. You can climb as much or as little as you like, take breaks, watch others climb, or work on problems together.
This is not a competition or a formal coaching session. Everyone is responsible for climbing within their own ability and following BlocHaus rules/staff instructions.
**Who this is for**
* Beginner-friendly and suitable for people who want a relaxed social climb.
* Experienced climbers are also welcome, especially if you are happy to climb casually and help keep the vibe friendly.
* Solo attendees are very welcome. You do not need to come with a climbing partner.
**Links**
Meetup start point: [https://maps.app.goo.gl/39gz2CkAmiicRNR76](https://maps.app.goo.gl/39gz2CkAmiicRNR76)
BlocHaus website: [https://mlb.blochaus.com.au/](https://mlb.blochaus.com.au/?utm_source=chatgpt.com)
Pricing: [https://mlb.blochaus.com.au/pricing/](https://mlb.blochaus.com.au/pricing/?utm_source=chatgpt.com)
**Timeline**
6:30pm – Meet at BlocHaus reception and say hello
6:45pm – Short warm-up / pre-workout
7:00pm – Start bouldering
8:45pm – Cool down / post-workout
9:00pm – Meetup ends
**Tickets / cost**
* Everyone will need to pay their own BlocHaus entry directly to the venue.
* Climbing shoes are required on the wall, and BlocHaus says shoes can be hired in-house.
**Bring**
Comfortable clothes you can move in
Water bottle
Socks for hired climbing shoes
Climbing shoes, if you have your own
A small towel or change of clothes if you want
Payment card, as BlocHaus lists itself as EFTPOS only
**Expect**
* Difficulty: Flexible — choose climbs that suit your own level
* Pace: Casual and social
* Group style: Relaxed, supportive, beginner-friendly
**Important notes**
Bouldering involves risk. Please climb within your own ability, warm up properly, be aware of people around you, and follow all gym rules and staff instructions.
Expand Your Social Circle - Sunday walk? coffee? Bite? (Williamstown)
**\-\-\- Follow Us & Get Update On Instagram \-\-\-**
[www.instagram.com/kudos2friends](http://www.instagram.com/kudos2friends)
We will meet at the starting point, take a pitstop for a coffee, then a long walk along the esplanade and finish off at the Gem Pier. You are welcome to stay back for fish n chips bite or check out some of the locals delicacy by the Gem Pier. If you don’t feel like coffee/bite, you are welcome to just join us for a walk. Take it slow and start from there. Come join us for a chilaxing catchup!
**\-\-\- Running Late \-\-\-**
If you are running late, please message at least 30mins in advance. We will wait up to 15mins before heading off. Once we start, we won't be able to keep track with messages.
**\-\-\- RSVP/ Change of Plan \-\-\-**
If you change your plan or decide not to attend. Please update your RSVP, so others can 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.
Fast Friending: Real Connections! (21-40/Free Entry Latin Night)
Meet like-minded ladies and gents in a secure, comfortable space designed to make genuine and meaningful connections easy. Whether you come solo or with a friend, you’re sure to have a great time meeting new people.
Feeling nervous about coming alone? You can bring one lady friend along for free! Plus, after 10 PM, enjoy complimentary access to an exciting Latin Night with your new friends. Don’t miss out!
**Buy your Tickets -** [https://mel27thjune.eventbrite.co.uk](https://mel27thjune.eventbrite.co.uk)
**(Tickets help cover the cost of hosting the social, ensuring a great venue, and a well-organized event for everyone.**)
\*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account.
TICKETS:-
Early Bird - AUD 5 per person
Regular Ticket - AUD 10 per person
Cash at Meetup - If you do not purchase tickets in advance then you can pay AUD 15 cash to your host Nina when you meet her at the event.
**What's more?**
\- We have happy hours\!
\- Latin night free entry post 10 pm
\- If you’re feeling a little shy\, don’t worry—we’ve got you covered\! You’re welcome to bring a lady friend along for free\!
\- We will meet at 7\.00 pm when you will be welcomed by your host Nina\. She will manage the evening and also help you make connections\.
If you are a bit shy or anxious then please come early. Nina will help you meet other members in a small group and help you settle down and get comfortable. All attendees are also welcome to bring a lady friend along with them for free. This will make it a lot less stressful for you as you will always have your friend alongside.
Our venue for the evening - La Di Da is spacious, has comfortable seating and not very noisy. We have a reserved area where our members can meet each other in a supportive environment.
\- From 7\.30 to 8\.30 pm\, we will start 'Fast Friending' where our host Ivy will ask you to speak to a different attendee every 3 minutes\. You will be able to meet lots of ladies and gentlemen and not be limited to only those sitting or standing next you\.
\- After 8\.30 pm you will have time to interact with those you have met as well as others\.
\- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\!
\- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\.
\- This evening is for ladies and gents in the 25 to 45 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\.
\- We are not a 'dating' group\. We are focused on helping ladies and gents meet other like minded ladies and gents\. You will generally find a good gender balance \(maybe not perfect\) at all our events\.
Why do we have tickets?
1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication.
2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved.
3. Management - Tickets help us better manage attendee group size, book suitable space and activity.
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)-
We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk).
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
You can contact our founder Dan on +447715705005 with any questions or ideas.
\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
**Here are some videos which will give you some guidance and comfort to make your attendance more productive.**
Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing](http://bit.ly/secrets-socializing)
How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs)
How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI)
Sunday Reset: Walk, Talk & Brunch
Ease into your Sunday with a calm walk, meaningful conversation, and brunch with new people.
This event is all about slowing down, getting out of the house, and connecting with others in a relaxed setting. We’ll start with a casual walk at the Fitzroy Markets so conversations can happen naturally, then continue the morning over brunch.
It’s perfect if you want to meet new friends without the pressure of a big social event. You can come by yourself, bring an open mind, and let the conversation unfold. We’ll include a few simple BeSocial prompts to help break the ice and make it easier to get to know each other.
Whether you’ve had a busy week, recently moved, or just want to build more real-life connection, this is a gentle way to reset and start the week feeling more connected.
**Perfect for:** brunch lovers, Sunday walkers, people who prefer small groups, and anyone looking for genuine conversation.
To help you get the most out of the event, we ask that you download our app before you arrive (or upon arrival). The app will be used throughout the event for prompts, activities, and other interactive content so having it ready will ensure you can fully participate.
https://apps.apple.com/au/app/besocial/id6759604739
https://play.google.com/store/apps/details?id=com.appetiser.besocial&hl=en
**Event photography and videography may take place at this event. Images and footage captured may be used in future BeSocial promotional materials.**
**If you do not wish to appear in promotional materials, please notify Nexaro Group Pty Ltd before the event by emailing support@besocialapp.co, or let the event hosts know on the day.**
MEL MLOps Community #18 | Data, Decision and Agentic AI Productivity Paradox
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)
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Marketing Monday Networking
Monthly working lunch for Columbus business owners. One specific topic, one to three actions you can run this week.
You can be the best at what you do and still be invisible. If local buyers cannot find you, the phone does not ring.
Marketing Monday Lunch + Learn is a monthly working lunch for Columbus business owners focused on building relationships, local networking, and local marketing. Every kind of local business welcome. No pitch round, no pressure, no upsell.
**This month**
Most local businesses pick one or two places to be visible and call it good. The result is inconsistent calls and a feeling that marketing is not working. We will walk through the three places every local business needs to show up, plus the fourth place most owners ignore that quietly produces the warmest leads.
**What to expect**
Doors open at noon. Order lunch and drinks at the cafe counter or bring your own. You get real conversation with other local owners and a focused marketing lesson. You leave knowing people and with one to three actions to run that week. The room is reserved through 1:30 PM.
**Who this is for**
Any local business owner who wants clearer marketing direction and real local relationships. Service businesses, retail, home services, professional services, online owners building local presence, anyone serious about being part of the Columbus business community.
**Not the right fit if**
You are here to pitch the room or recruit for an MLM.
**Details**
* Second Monday of every month
* 12:00 to 1:30 PM
* Good Cafe Easton, 4400 Easton Commons, Ste 150, Columbus, OH 43219
* Order lunch and drinks at the counter when you arrive
* Free to attend, RSVP required, space is limited
**About the host**
Rita Suzanne is a local marketing strategist and the founder of Local Marketing Method. She runs Visibility is Profitability, the membership where local business owners build the system that keeps their phone ringing. Learn more at learnlocalmarketing.com.
Register here: [https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator](https://www.eventbrite.com/e/1989964540509?aff=oddtdtcreator)
Columbus Medical Marijuana Meetup 6/30/26 - Network/Learn/Celebrate/Mix/Chill
Our next much-awaited **COLUMBUS** meetup is **Tuesday June 30th from 7-10 pm EST at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new ones!
Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect.
Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data**
How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice.
Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look.
In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it.
**About Our Speaker:**
[Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
Hustle Bus: Columbus to Black Tech Week
**[Official registration site --> https://luma.com/du41v0tg](https://luma.com/du41v0tg)**
**[You must register and will receive an approval/confirmation](https://luma.com/du41v0tg).**
We’re taking HustleBus from Columbus to **Black Tech Week in Cincinnati** for a high-signal, founder-only experience focused on community, collaboration, and momentum.
**Why Black Tech Week?**
Black Tech Week is one of the best rooms in Ohio to meet builders, operators, investors, and ecosystem leaders. Expect meaningful connections, great energy, and programming that spotlights founders and what’s being built.
What’s included (thank you to our sponsors Huntington Bank, Burton D Morgan Foundation, and Lightship Foundation)
* Founder-only HustleBus transportation (free)
* **Black Tech Week ticket comped** for HustleBus participants (must register with code)
* And much more!
There are limited seats on the Hustle Bus, so if this sounds like something you want to get in on, register today
* Learn more and Register here --> [https://luma.com/du41v0tg](https://luma.com/du41v0tg)
Men's Group meetup
**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.**
How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently?
Then we will go into a topic discussion.
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**COMMUNITY AGREEMENTS**
\*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\*
1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group.
2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another.
3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up.
4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space.
5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable.
6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.
Clippers Game Social! (& pregame happy hour)
Whether you're a big baseball fan or not, you might like the social twist we put on a Clippers game! $5.00 Fridays: Select small beers are $5! They also have your favorite hard seltzers and wine.
**PREGAME**: Meet at ***Barley's Brewing on 467 N High Street***, just a few blocks east of the ballpark. **HAPPY HOUR** is 4-7pm with pregame specials and $4 pints! *At 7pm, we'll walk from Barleys to Huntington Field.*
**TICKETS**: $10.00 at gate, purchase **STANDING ROOM ONLY**.
**MEETUP**: We'll be near the Right Field bar stools/picnic tables.
**RAIN?** Unless it's a thunderstorm or heavy rain, they play. We have a nearby plan B, indoors at Grandview Yard, if raining.
**PARKING**: The garages near Nationwide will be busy with concert goers. *Find space in lots next to the ballpark (along W Nationwide Blvd) and near Crew Stadium. Short walk.*
SRO (standing room only). These are the cheapest seats to purchase. WE WILL NOT BE STANDING much at all. The areas we land on have bar stools or picnic tables. There are also plenty of "lean on" along the first and third base line.
Play ball!
Evolve Shades of Sisterhood (Virtual)
Evolve exists to provide a welcoming place for professional women to create an authentic community, deeper connections, and confident growth through networking and workshop events. No cliques, no judgement.
**Shades of Sisterhood** is a space for women to grow from the inside out through meaningful conversations, personal development, mindset growth, and courageous self-awareness. These gatherings are designed to create deeper connection, expand perspective, and encourage women to become healthier, stronger, and more aligned versions of themselves — both personally and professionally.
Through honest dialogue, shared experiences, and intentional conversations around identity, leadership, confidence, relationships, emotional resilience, and growth, women are invited into a supportive environment where they can learn, reflect, heal, and evolve together.
This is not about perfection, hustle culture, or surface-level positivity. It is about creating a safe space for women to have real conversations, challenge limiting beliefs, grow in self-awareness, and step more confidently into who they were created to become.
At its core, Shades of Sisterhood exists to remind women that growth starts within — and no woman has to navigate that journey alone.
Guests are always welcome. We'd love to meet you!
**[Click here to join the call!](https://zoom.us/j/7894682064)**
\*\*Evolve Women's Network is a membership based networking group. You can find more information at [www.EvolveWomensNetwork.com](https://www.google.com/url?q=http://www.EvolveWomensNetwork.com&sa=D&source=calendar&usd=2&usg=AOvVaw0UekYvD4PoVa7WUlFFVHyp). Feel welcome to be our guest anytime!





















