Data Management

We’re excited to bring our community together again — this time with a focus on **data and AI**. This event will start with a deep dive into how modern organisations turn raw data into meaningful insights — covering the full data journey from collection to decision-making & cloud solutions that enable it. We’ll then shift into the world of AI, exploring how cloud-powered solutions can go beyond automation to build systems that truly listen, understand, and create real human impact. Whether you’re working with data, curious about AI, or somewhere in between, this evening is designed to give you practical perspectives from both sides. **Topics** **1\. Turning Data into Decisions: The End\-to\-End Data Journey** Modern digital products generate large volumes of data through user actions, system events, and integrations. This talk explores the end-to-end data lifecycle — from event tracking and data pipelines to storage in cloud platforms. Anlita will cover how raw data is cleaned, organised, and modelled into structured, analytics-ready datasets, and how cloud features like scalable storage and distributed processing help manage growing data efficiently. By connecting data flows to business use cases, the session shows how organisations turn everyday data into reliable metrics, dashboards, and actionable insights. **About the speaker** [Anlita Chaisrisukumporn](https://www.linkedin.com/in/anlita-chaisrisukumporn-174690183/) is a Lead Data Analyst in the Platform team at [Easygo](https://easygo.io/). She works closely with business, product, and engineering teams to deliver meaningful data insights that support operational and strategic decision-making. Her work focuses on strengthening the data platform and enabling teams across the organisation to better understand product performance and drive business improvements through data. **2\. Cloud with Compassion \- Agentic voice AI which truely listens** What if AI could do more than automate tasks — what if it could truly care? In this session, Vanitha will take you on a journey of building a Voice Agentic AI solution on AWS that goes beyond technology — it listens, it understands, and it acts when it matters most. A solution born not just from engineering, but from empathy. Come discover how cloud technology, when built with compassion, can become a lifeline for those who need it most. **About the speaker** [Vanitha Kaliyaperumal](https://www.linkedin.com/in/vanitha-kaliyaperumal/) is a Lead Engineer at [Versent](https://versent.com.au/) with over 25 years of IT experience across Telecommunications, Resources, Banking and Software industries. She has a proven track record in architecting and delivering mission-critical platforms across both On-premises and Cloud environments including AWS, Azure, and Oracle. Vanitha brings deep expertise spanning Monolithic to Cloud transformation, Microservices, DevOps, Security and is deeply passionate about harnessing the power of Artificial Intelligence to build solutions that create real human impact. She is a passionate advocate for Women in Tech and Building AI for Social Good. **Agenda** 5:30pm – Food and networking 6:00pm – Presentation 1. Turning Data into Decisions: The End-to-End Data Journey 6:30pm – Presentation 2. Cloud with Compassion - Agentic voice AI which truely listens 7:10pm – Quiz 7:20pm – Networking We’re incredibly grateful to our sponsors — [Easygo](https://easygo.io/), [Mantel](https://mantelgroup.com.au/) and [REA group](https://www.rea-group.com/) — for supporting our community and making this event possible. Join us for an evening of learning, meaningful conversations, and great company, we can’t wait to see you there!

You’re not overwhelmed because you’re doing too little. You’re overwhelmed because your attention is under attack. In a world of constant pings, shifting priorities, and endless context switching, burnout doesn’t arrive all at once—it creeps in quietly, disguising itself as “just another busy week.” This session with Nosh cuts through the noise. Blending human-centred design and real-world experience along simple practical tools, Nosh will help us recognise the early signals of cognitive overload and how we can manage it. It’s about working with your mind and not against it. Nosh is a purpose-driven service designer with international experience, working at the intersection of technology and human-centred experience. He embraces complexity to create more human systems, beyond work, he is a seeker of stillness. If you want to thrive rather than just survive in the age of infinite distraction… this session is for you.

[Link to Book](https://www.eventbrite.sg/e/women-in-leadership-melbourne-circle-april-meet-up-tickets-1986180900540?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=wsa&aff=ebdsshwebmobile) Welcome to the **Women in Leadership Melbourne Circle - March 2026 Meet Up**! Join us on **Thursday, 19 March 2026** at **18:00** at **The Bank on Collins** for an evening of networking, inspiration, and empowerment. Connect with like-minded women in leadership roles, share experiences, and learn from each other. Don't miss this opportunity to grow your network and support other women in their leadership journey. Timing is stated as 5:50pm to allow time for arrival, settling in and ordering drinks before we get started. **Topic for April**: Building meaningful connections that last. **Details on the Women In Leadership Melbourne Circle** A circle for women who are ambitious, looking to unlock their gargantuan collective leadership skills, empower their network, learn from peers, and grow together. Space for those unlocking their power towards being more conscious, and self-aware and are actively investing time and energy to grow themselves and unleash their true potential. This circle can bring transformative leadership into organizations and your everyday life to lead with purpose, empowerment, and inspiration which will result in collective and sustainable growth. Together, we are better The Women in Leadership Melbourne's mission is to align like-minded ambitious leaders by asking the right questions, sharing tools, networking, facilitating dialogues that ask the questions, and kickstarting the right conversations to create positive changes. **Community Impact** $10 donation - All proceeds from every ticket will be donated to SisterWorks Inc., helping migrant, refugee, and asylum-seeker women in Melbourne. This event is hosted by Shobana Sahajananan Menon, founder of Women in Leadership Melbourne - LeanIn Circle. Please register for your attendance through the [link to book](https://www.eventbrite.sg/e/women-in-leadership-melbourne-circle-april-meet-up-tickets-1986180900540?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=wsa&aff=ebdsshwebmobile). [Women in Leadership Melbourne Circle - April Meet Up Tickets, Thursday, Apr 16 from 5:50 pm to 7:45 pm | Eventbrite](https://www.eventbrite.sg/e/women-in-leadership-melbourne-circle-april-meet-up-tickets-1986180900540?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=wsa&aff=ebdsshwebmobile)

Turn your Thursday evening into something special! Join us at **600 Little Collins St, Melbourne** for a **free beginners Salsa class** that’s all about great music, great people, and unforgettable energy. You don’t need a partner or any experience — just come ready to have fun and learn something new. ✨ **What makes it amazing:** * Easy-to-follow steps designed for first-timers * A vibrant, welcoming crowd * The perfect mix of fun, movement, and social connection 📍 **Where:** The Salsa Foundation — 600 Little Collins St, Melbourne 🕕 **When:** Thursday 6 PM (arrive 5–10 mins early to check in) 🎟️ **Cost:** Free — bookings essential (spots fill quickly!)

Join us for a relaxed, no‑pressure networking evening designed to bring Melbourne’s business community together with purpose. There’s no formal agenda—just quality conversations and genuine connections, hosted by the team at [PropertySensor](https://www.propertysensor.com). **What to expect** A connection‑first environment (no sales pitches) Opportunities to expand your professional network Potential client introductions and new business leads - without the hard sell **Good to know** Cost: Free to attend (limited places — please register early) Food & drink: Available for purchase at venue restaurant / bar prices Bring: Your business cards and an open, collaborative mindset All Melbourne business professionals are welcome. Come to connect, share ideas and discover opportunities.

Excited to announce our new ADVANCED openplay session during the week at KCARC! Welcome to Melbourne Volleyball Academy. 🤗 **[[WHAT]]** This session is specifically for games only (no training). There will be a cap of 18 players, allowing for 3 teams of 6. Games will be played to 15 points, with a cap at 18 points. These games are intended to be played at a high-intermediate(BB)/advanced(A) level. Please see an explanation of skill levels on our website here: [https://melbournevolleyballacademy.com.au/skill-levels-explained](https://melbournevolleyballacademy.com.au/skill-levels-explained) **[[WHO]]** The session is intended for Intermediate players. Players should be able to: * Have strong fundamentals for all volleyball techniques * Serve receive a majority of serves well & serve over the net consistently * Basic understanding of 5-1, and 6-2 systems (we do not play a pass middle 4-2 system in this session) * Have an understanding of base defense * Know all/most volleyball rules Players that are not of the intermediate(BB)/advanced(A) level will be asked to leave as we want to ensure that all players have an enjoyable time playing. **[[HOW MUCH $$]]** $21 card payment will be processed on the day via square reader (EFTPOS). **[[WHEN]]** The stadium is booked from 6:30 PM-9:30 PM weekly, every Thursday. However, feel free to come early and stretch as the Community Centre is open earlier. Last minute dropouts and no shows will have a zero-tolerance policy going forward. All players are expected to update their RSVP at least 24 hours in advanced if they are unable to attend. This applies to players on the going list and the waitlist. **[[OTHER DETAILS]]** Only those on the “going” list are permitted to play. If you are on the waitlist, or not registered at all, you will not be permitted into the gymnasium.

Too many kids as well as teenagers and adults have problems with study. Today's meetup will inform you about the basics in STUDY TECHNOLOGY that provides an understanding of the basics of learning and supplies exact ways to overcome all the pitfalls one can encounter during study. This is applicable to young children, teenagers (or their parents that are trying to help them) and adults alike. Study Technology shows how one studies in order to comprehend a subject so one can apply it. Laws on which learning is based and workable methods have also been discovered for anyone to apply for themselves or when teaching others. Too many students graduate from school and college unable to put to use what they’ve learned in school. It’s not that they’re stupid or that their teachers didn’t know how to teach. More than likely it traces back to the one thing missing from most educations—learning how to learn in the first place. We all went to school, yet isn’t it odd that no one taught us how to study? The information presented at this meetup can help anyone improve others or his own ability to learn. It is a practical tool that parents and teachers alike can use to enhance a child's study performance. You’ll learn the barriers that lie between your own or a child's education. And you will very quickly learn how to overcome them. This technology will enable you or a child to pursue any subject with skill and confidence. Teachers who have "hard to handle/distributive " or slow learners in class will absolutely love the amazing turn around most often seen in improved behaviour and student performance in class. If you or your child has difficulties at school (or learning new things at work or online) than this meetup is important to you. If you can not make it to our meetup than contact the organizer and arrange it to suit your time. This technology can if one was to live far away be taught online. (extension course) You may offcourse also opt to have this technology taught to your own child by experienced volunteeer staff or learn about this yourself and transfer this knowledge to those you want to have better grades. Yes it is possible to improve anyone's study performance. All it takes is just 5 steps. See you at this meetup. Pam

**Nirvana Shatakam – Shankara's Six Verses on Freedom** Most spiritual paths tell you to become something. This teaching does the opposite. Through six ancient verses by Adi Shankara, you discover who you are by removing what you're NOT – the body, mind, and roles you play. What remains is your limitless nature that was always here. Over seven months, we'll unpack these verses line by line, transforming how you see yourself and your life. **What You'll Learn** * How you mistake yourself for body, mind, emotions, and roles * Why self-knowledge differs from self-improvement * Why you've never actually been bound – and what keeps that recognition hidden * What it means to recognise yourself as the sought, not the seeker **About the Teacher** Andre Vas teaches Vedanta full-time under the Swami Dayananda (Arsha Vidya) lineage. As a former business owner, he relates deeply to householders juggling work, family, and inner growth. Known for making knowledge stick through lived experience, not just concepts. **Who This Is For** No prior background needed. For anyone noticing that acquiring more, achieving more, or becoming better doesn't stick. For those with burning curiosity and a hunger to know, understand, and live this wisdom. **I'll set up group discussions also to help us make new friends.** **When & Where** 📅 2:00-4:00pm Melbourne time 📍 3 Anjaya Court, Blackburn, Melbourne **More info: [YesVedanta.com/nirvana](https://YesVedanta.com/nirvana)**

**"TechWalking" - Networking + Walking** Are you a tech professional looking to network beyond the screen? Look no further than my upcoming #TechWalking event! ‍♀️ Join us for a refreshing walk around the scenic Albert Park Lake. It’s the perfect chance to connect with industry peers while getting in some steps! I know many of you have been tuning in to my online events, but we've never had the opportunity to meet in person. Let's change that! Check out the video from the last event: https://www.youtube.com/shorts/JOva9E3XYhE We'll kick things off at **10 am sharp** at the Albert Park Fitness Station. Please, don't be late! We're hitting the trail around the lake as soon as we gather. And trust me, you won't want to miss it – unless you're up for a bit of a sprint to catch up! (we're going anti-clockwise) This event is pet and kid-friendly, as long as your little ones and furry friends can manage a 5 km walk, they're more than welcome to join. Looking forward to meeting you all in real life! Join the TechWalking group on LinkedIn! [https://www.linkedin.com/groups/14477058/](https://www.linkedin.com/groups/14477058/) \*\*\* Follow me on LinkedIn for more information: [https://www.linkedin.com/in/yana-martens/](https://www.linkedin.com/in/yana-martens/) Just moved to Australia? Grab your FREE guide to land your tech job! [https://yanamartens.com/first-tech-job-in-australia/](https://yanamartens.com/first-tech-job-in-australia/) Subscribe to YouTube Channel: [https://www.youtube.com/@ITCareerinAustralia](https://www.youtube.com/@ITCareerinAustralia)

**Tickets (SOLD OUT):** [https://www.eventbrite.com.au/e/gay-mens-speed-dating-tickets-1985428071809](https://www.eventbrite.com.au/e/gay-mens-speed-dating-tickets-1985428071809) With dating apps linked to stress, anxiety, poor body image, and low self-esteem, it's no wonder more and more people are looking to make connections in the real world - that's where we come in! If you're a gay man looking to meet some new people, whether it's for romantic or social connections, this could be the opportunity you're looking for. This is for gay men of all ages (18+). The event will be organised by a mental health professional, and aims to provide a safe place for everyone; bullying, discrimination and harassment will not be tolerated. **How It Works** \- An experienced host will provide structure\, and will be available for queries throughout the event \- Attendees are divided into two groups and cycle through 10 minute dates at random \- Some short breaks are provided in between batches of dates to give people the chance to mingle and reset \- We don't do scorecards; attendees are encouraged to create their own opportunities \- A list of prompt questions will be available to keep the conversation flowing If you have any questions, accessibility concerns, or are experiencing financial hardship, please reach out to us to discuss!

—— DETAIL —— We will meet at the starting point, take a short stroll to a cute cafe by the Yarra River. We will grab a bite/ coffee and hang there. We will head back to the starting point after. Dress for comfort. If this is your first event, 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're regular, take the opportunity to get to know others you've met before. Feel free to continue the conversation over coffee/ lunch after the walk. **\-\-\- 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 to Friends….Expand Your Social Circle Meetup group is a community of individuals who prefer to take it slow to get to know each other overtime in Melbourne. Join us on a fun journey as we explore cafes, restaurants and bars, including drinks, meals, outings, chilling, cultural exchange, 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! **\-\-\- WhatsApp Group \-\-\-** We use WhatsApp for more fluid communication, including ideas, interest groups, questions etc. Please let the organizer know if you would like to be added to the WhatsApp 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.

📚 #InPursuit is a book club for entrepreneurs, creatives, and curious minds who know personal growth fuels business growth. **See a lot of RSPVPs and wonder how it works? We'll break up into groups of 6-8 to share our insights, then swap groups after 30-45min so you can maximise learning from everybody!** *Note: this even is not organised by or affiliated with The State Library of Victoria* **That's what #InPursuit is all about** It’s not a traditional book club, it’s a space for people who are actively designing a better life through the pursuit of business, creativity, and personal growth. This event is for anyone #InPursuit of better business, life and relationships. Instead of reading the same book, we each come prepared to share one powerful insight from something we’ve read in the past 3-months. Anything non-fiction that’s moved us forward. Whether it’s a mindset shift, a productivity system, a new philosophy, or just a truth that punched us in the gut. This is a place to unpack it together and hear what others are learning too. We’re not just here to *read*. We’re here to *integrate*. Because when we grow, our business and our lives grow too. **🔍 Why Join? You'll leave with:** * 5–10 fresh insights from books you may never have picked up * Deeper awareness of how others think, lead, and evolve * New connections with people walking a similar path toward purpose, results, and impact This isn’t a lecture. It’s a room full of people building themselves while they build the thing. **📖 How It Works** First time? No pressure to share, just come curious. We'll break up into groups of 6-8 and share our insights, then swap groups so you can maximise the learning! Returning? Bring one idea you’ve read about in the last 3-months and be ready to speak on: 1. What did you learn? 2. How did it shift your perspective about the world or yourself? 3. How has it changed the way you show up or behave? We keep it structured, but flexible. After sharing, we open up to Q&A, personal stories, challenges, and deep dives. Some of the best insights come from the conversations *after* the share. **🧠 Who This Is For** * Entrepreneurs or side-hustlers finding their footing * Business owners, and doers building toward better * Curious minds who love ideas but care more about action * People tired of shallow conversations and hungry for growth If you’re working on something—or becoming someone—this space is for you. It’s a practice ground for people who want to grow forward. We’re all #InPursuit of mastery, momentum, and the kind of success that starts from within. **Map on how to get there** We're in the Create Quarter on the ground level (back right of the Quad as you enter from Swanson St). We'll likely be on a long table together. https://www.slv.vic.gov.au/sites/default/files/SLV-EnglishMap_Jan25.pdf

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

Our next much-awaited **COLUMBUS** meetup is **Tuesday April 21 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!

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.