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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)

Come and learn about the International Language, Esperanto, from experienced speakers who have travelled the world, attended international conferences, and made friends with people from many different countries. Esperanto is simple to learn, regular, and a very powerful tool for international communication. Our Monday meetups are tailored to whoever shows up on the night, so feel free to drop in, no matter what your level (curious/interested/beginner/conversational/expert). We can offer one-on-one lessons or a range of group activities, conversation, and games. We meet at Enderby Esperanto Centre, suite 304, 343 Little Collins Street. Your first visit is free, and meetups are free for members, however if neither of these apply we ask for $5 to help cover venue costs. If you want to join our Discord server for Esperantists in Victoria, please visit [https://discord.gg/6cgKjQhkWa](https://discord.gg/6cgKjQhkWa "https://discord.gg/6cgKjQhkWa")

Join Queer Meditation Melbourne for an evening of self-exploration and mindfulness in a safe and inclusive space. Start the event with a guided meditation session focused on promoting wellness, positive thinking, and spiritual growth. Connect with like-minded individuals from the LGBT community and enjoy meaningful conversations that nurture self-empowerment and consciousness. After the meditation practice, we will engage in social activities, promoting healthy living and dining out experiences. This event is designed for gay men and gay and lesbian friends who are looking to nurture their spiritual journey while building connections within the community. Come together to foster a sense of belonging and support each other in a space that celebrates diversity and self-care.

Hello everyone! Join us for an Apache Kafka® x Apache Flink® x Apache Iceberg® meetup on **Mar 18th from 5:30PM**, hosted by intelia in Melbourne! The address, agenda, and speaker information can be found below. See you there! **Venue**: intelia L3, 31 Queen St, Melbourne 3000 IMPORTANT: Please note that for security purposes, all attendees are required to sign in at the lobby to get into the building. \*\*\* **Agenda:** * 5:30pm: Doors open * 5:30pm - 6:00pm: Pizza, Drinks, and Networking * 6:00pm - 6:30pm: Olena Kutsenko, Staff Developer Advocate, Confluent * 6:30pm - 7:00pm: Paras Sitoula, Technical Lead, Tabcorp * 7:00pm - 7:30pm: Additional Networking \*\*\* **Speaker:** Olena Kutsenko, Staff Developer Advocate, Confluent **Talk:** Keeping data private in real-time pipelines **Abstract:** We all love real-time data — clicks, payments, rides, messages — but most of it comes with a catch: it contains personal information we're not supposed to leak, such as names, emails, locations, or even small clues that can identify someone. The challenge: how do we keep streaming data useful and safe at the same time? In this talk, we'll explore practical ways to protect privacy in streaming systems using Apache Kafka, Apache Flink, and Apache Iceberg. We'll cover: - simple tricks like masking and tokenizing PII; - why "anonymous" data often isn't anonymous (the re-identification problem); - techniques like bucketing, k-anonymity, and adding noise; - how to balance privacy with data utility (too much hiding makes data useless). Along the way, we'll look at real-world stories: from public data leaks to surprising deanonymization attacks, and show live demos of pipelines that anonymize data before it's written to storage. If you've ever wondered how to build privacy-aware pipelines, this talk will give you practical patterns you can use right away. **Bio:** Olena is a Staff Developer Advocate at Confluent and a recognized expert in data streaming and analytics. With two decades of experience in software engineering, she has built mission-critical applications, led high-performing teams, and driven large-scale technology adoption at industry leaders like Nokia, HERE Technologies, AWS, and Aiven. A passionate advocate for real-time data processing and AI-driven applications, Olena empowers developers and organizations to use the power of streaming data. She is an AWS Community Builder, a dedicated mentor, and a volunteer instructor at a nonprofit tech school, helping to shape the next generation of engineers. As an international speaker and thought leader, Olena regularly presents at top global conferences, sharing deep technical insights and hands-on expertise. Whether through her talks, workshops, or content, she is committed to making complex technologies accessible and inspiring innovation in the developer community. \-\-\-\-\- **Speaker:** Paras Sitoula, Technical Lead, Tabcorp **Talk:** Building an AI Agent on Kafka — Architectural Realities Beyond the Demo **Abstract:** Large Language Models make it deceptively easy to build an “AI agent”: consume an event, call a model, produce a decision. But when this pattern is introduced into a high-throughput streaming system built on Apache Kafka, the architectural assumptions begin to shift. Kafka is optimized for predictable scaling, low latency, and deterministic event processing. LLM-based agents, by contrast, introduce seconds-level latency, per-call cost, rate limits, and non-deterministic outputs. What appears straightforward in a demo can quickly create consumer lag, cost escalation, replay inconsistencies, and new operational failure modes in production. In this session, we will: * Build a simple event-driven AI agent on Kafka * Examine the architectural tension between streaming systems and LLM workloads * Explore the impact of latency, cost-per-event, backpressure, and rate limiting * Discuss how non-determinism affects replay and auditability * Present practical design patterns to isolate and control AI workloads in streaming environments Rather than focusing on prompt engineering, this talk takes a systems-design perspective. It is aimed at engineers and architects who are experimenting with AI in real-time platforms and want to understand the production trade-offs before deploying at scale. **Bio** Paras is a seasoned software/date engineer with significant experience in developing and optimizing realtime scalable systems. At Tabcorp, Paras leads a high-performing team, developing and optimizing real-time transaction monitoring systems utilizing technologies like Apache Kafka and Neo4j. With a robust background in both real-time and batch data processing, Paras has extensive experience across various platforms and tools, including AWS, Databricks, and Spark, which he leverages to deliver high-performance data solutions. \*\*\* If you would like to speak or host our next event please let us know! community@[confluent.io](http://confluent.io/)

3 Teams. 3 Goals. Hexagonal Pitch. A game of alliance and betrayal in equal measure. We are looking for new players and returning players alike to come play a match. Players of any ability, fitness level or background are welcomed - the game is intended to be fun for a Sunday morning rather than super competitive. If you've never played before, that's okay - the rules are as simple as this: * There's no offside - roam where you will * Defend your goal at all costs * No hands (this is soccer-style football after all) Come down for 9:00am, we make some balanced teams and warm up for the match starting at 9:15. Three thirds are played of 25 minutes each so we're usually done by about 11:00am. All fitness and soccer skill levels more than welcome and encouraged! A note regarding junior players: We very much enjoy and encourage junior players to come along and play however please be aware of the following: * As most attendees are adults, all players must be a minimum of 1.5m tall and 13 years of age. Soccer may have incidental contact when contesting a ball, and we would hate for someone small to be injured as a result of running into someone larger than them. * Any players under the age of 16 must be accompanied by a playing parent or guardian. How to find us - We meet on the astroturf pitch near the Baselball and Hockey clubs in Albert Park. The main location we use is called "Dorothy Coleman Field". If we aren't there then there may be a couple of other locations, [as noted on this dynamic map](https://www.google.com/maps/d/edit?mid=1JdDwV4AOV5e-xP5d56m16-eu29GlnZQ&usp=sharing) \- generally we will follow in number order\.

Integral to the modern data scientists toolkit is understanding how to turn data into decisions. A core part of this is thinking about the end stage of your analysis pipeline, and how the communication and visualisation of your results will factor into decision making. But it's not just enough to deliver a solution. Part of successfully supporting end-user decisions comes from co-design. That means thinking about end user needs and how your end-users will engage with your solution. This talk explores both of these issues using fantasy basketball statistics. So come along if you have a love of data and data-driven decision making. Also come along if you are fan of sports analytics or forecasting.

**Registration required at below link:** **Tickets: $5** https://events.humanitix.com/copy-of-oot-and-aboot-lgbtqia-regional-wellbeing-hike Join Oot & Aboot in collaboration with Euphoria Social for a relaxed LGBTQIA+ morning wellbeing walk at the Royal Botanic Gardens Melbourne. This is not a fitness session. This is not a race. This walk is designed to create space for slowing down, reconnecting with nature, and building safe community. At the start of the walk, you’ll have the option to select a simple intention word to carry with you throughout the morning. We’ll move at a gentle, inclusive pace through the gardens, pausing occasionally to notice elements of the natural environment — such as scent, sound and scenery — and reflect on how time in green spaces supports mental wellbeing. No one is left behind. You’re welcome to talk, walk quietly, or simply be present. ## Post-Walk Community Coffee (Optional) The event concludes with a coffee at The Terrace café for those who wish to continue connecting. This is completely optional. ## Meeting Point We will meet outside The Terrace café at the Royal Botanic Gardens. Please arrive by 8:50am for an 9:00am sharp start. ## Agenda * 8:50 am - 9:00 am ### Arrival & Welcome * 9:00 am - 10:00 am ### Gentle Guided Walk * 10:00 am - 10:30 am ### Optional Community Coffee ## Know before you go 1\. Who is this walk for? This walk is for LGBTQIA+ adults seeking connection, gentle movement and time in nature. All fitness levels are welcome, provided you are comfortable walking 6–7km at a relaxed pace. 2\. How far will we walk? Approximately 4–5km on flat, accessible paths. 3\. What should I bring? Please bring: * A bottle of water * Hat * Sunscreen * Comfortable walking shoes Staying hydrated is essential, especially in warmer months. 4\. What should I wear? Comfortable, weather-appropriate clothing. Enclosed walking shoes recommended. 5\. What happens if the weather is bad? The event will be cancelled if severe weather is forecast. Participants will be notified at least 24 hours prior. 6\. Is this a therapy session? No. This is a peer-led wellbeing walk focused on community and nature connection. It is not a therapy or clinical service. 7\. Can I get a refund? Tickets are non-refundable. You may transfer your ticket to a future event with at least 24 hours’ notice. ## About the Collaboration Oot & Aboot is a volunteer-run registered LGBTQIA+ charity creating inclusive outdoor and nature-based experiences that support mental wellbeing. Euphoria Social, a grassroots not-for-profit championing mental health, inclusion, and belonging for LGBTQIAPN+ communities across Victoria.

## 🌿 **Kismetrix Singles Social Run/Walk + Coffee – TAN Track** ## [Register Here](https://www.eventbrite.com.au/e/mar-22-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1982105024485?aff=oddtdtcreator) 📅 **Date:** Sunday, 22 March 🕘 **Time:** 10:00 AM – 11:30 AM (please arrive by 9:45 AM) 📍 **Meeting Point:** Royal Botanic Gardens Visitor Centre 🏃 **Route:** TAN Track loop through the Royal Botanic Gardens 📏 **Distance:** Approx. 3–4 km (relaxed social pace) Or Walk 🎽 **Dress Code:** Comfortable activewear or casual running clothes ## **About the Event** Looking to meet new people, get active, and enjoy great company — without the pressure of a dating event? The **Kismetrix Singles Social Run or Walk + Coffee** is a relaxed, feel-good experience for singles who enjoy movement, nature, and meaningful conversation in a warm, welcoming environment. We’ll run at an easy, conversational pace around the iconic **TAN Track**, giving you plenty of chances to chat, laugh, and connect with different people along the way. There’s no racing, no awkward icebreakers — just a friendly group of singles sharing a beautiful morning together. After the run, we’ll walk back as a group and enjoy **optional coffee and mingling at the Visitor Centre café**, where conversations can continue naturally and comfortably. Many guests tell us these events feel more like meeting new friends — with a spark of something extra. ## **Who It’s For** ✨ Singles who want to meet people offline ✨ Adults 18+ across a wide range of ages (20s to 60s+) ✨ People who enjoy light running, jogging, or active social experiences ✨ Anyone looking for community, confidence, and connection **Singles only. Adults only. No children or dogs.** This helps keep the space relaxed, focused, and socially comfortable for everyone. ## **What to Bring** * Water bottle * Comfortable running or walking shoes * Sunscreen / hat * Light jacket (weather can change) * Positive energy and an open heart 💛 ## 🎟️ **[Tickets & Community Support](https://www.eventbrite.com.au/e/mar-22-kismetrix-social-runwalk-coffee-the-tan-botanical-gardens-tickets-1982105024485?aff=oddtdtcreator)** This is a **free community event**, with **optional donations** to support the Kismetrix community. While many of our curated singles events are ticketed, this run is part of our **open community series**, created to make connection, movement, and belonging accessible to everyone. Your support helps Kismetrix continue building safe, welcoming spaces where real human connection can grow — romantically or platonically. ### **Hosted by:** **Kismetrix \| True Connection** Because real love starts with real connection. ### **🔗 Stay Connected with Kismetrix \| True Connection** Love this event? We run a variety of experiences to help people meet and connect in meaningful ways. 📧 **[social@kismetrix.com.au]()** 🌐 **[www.kismetrix.com.au](http://www.kismetrix.com.au "http://www.kismetrix.com.au")** 📱 **Follow us on Instagram:** [https://www.instagram.com/kismetrix_/](https://www.instagram.com/kismetrix_/ "https://www.instagram.com/kismetrix_/") **, Facebook & Eventbrite** 🤝 **Collaborations: [collabs@kismetrix.com.au]()** ### **📄 Important Notice** By registering for this event\, you confirm that you have read and agree to Kismetrix \| True Connection’s Terms & Conditions\, Privacy Policy\, Disclaimer and Code of Conduct\. Some events may be non\-refundable as stated in their individual descriptions\.

[Profs and Pints Northern Virginia](https://www.profsandpints.com/washingtondc) presents: **“The Secrets of Runes,”** on the origins, development, and interpretation of the runic script, with Lilla Kopár, runologist and a professor of medieval literature and culture at Catholic University. [Advance tickets: $13.50 plus sales tax and processing fees. Available at [https://events.ticketleap.com/tickets/profsandpints/nv-rune-secrets](https://events.ticketleap.com/tickets/profsandpints/nv-rune-secrets) .] The fame of runes outshines that of any other ancient script. They can be found not just on Viking Age rune stones, but on Bilbo’s door and as the Bluetooth logo on your cell phone. Runic script is commonly associated with magic, used by modern practitioners of neopaganism, and in recent decades has captured the imagination of filmmakers and video game designers. Yet most of us know little about the historical origins of runes and have no clue how to read or use them. Come to Crooked Run Fermentation in Sterling, Va., to get schooled on runic script with the help of Lilla Kopár, a veteran scholar of runes who has earned a following among Profs and Pints fans by giving fantastic talks on medieval monsters and Norse mythology. As someone who has carried out extensive field research on runes, published several articles on runic objects, and even appeared on the History Channel commenting on runes in America, she’s exceptionally qualified to introduce you to runology and the fascinating things that runes tell us. Dr Kopár will discuss the development of runic script from its humble origins on the borders of the Roman Empire in the first or second century CE, through its popularity in the Viking world, to its use and misuse in modern times. She’ll discuss how runes are a set of related alphabets that underwent changes over time and she’ll describe what inspired changes in this writing system and where and how runes were used in the medieval period. Her richly illustrated talk will highlight some of the most intriguing objects with runic inscriptions, from humble bone fragments to impressive rune stones, and offer insight into the scholarly methods of deciphering and interpreting runic inscriptions. We’ll also look at the function of the runic script from simple practical notes and memorial inscriptions to cipher-runes and magic. The most fun might be the in-class assignment, which will involve reading a few runic inscriptions and writing your name and other words in runes. (Doors: $17, or $15 with a student ID. Listed time is for doors. Talk starts 30 minutes later.) Image: Part of Codex runicus, a rune manuscript written on animal skin and dating to about 1300 (University of Copenhagen / Wikimedia Commons).

For our March meetup the Shelties will investigate Theodore Sheltievelt -er- Roosevelt Island, DC. This 88 acre island is connected to the mainland by a footbridge on the Virginia side. We plan to meet by this bridge at 11am and proceed to explore the network of trails and memorial site thereafter. This will be an on-leash event. For more information: https://www.nps.gov/this/index.htm What to bring: water, snacks, bug-spray, waste bags, etc. Like all of our events this is pending good weather that it's not too hot for our thick furred friends, so fingers crossed! Please RSVP with the number of SHELTIES in your party so we know how many furry friends to expect!

**Ready for a night of bold flavors and good company? 🌭🍕** Skip the kitchen and join your DTs family and friends for a fun-filled dinner at **[Kook Dogg Cafe!](https://www.kookdoggcafe.com/)** After our Thursday night Happy Hour, let’s head over for some delicious **artisan pizzas, mouthwatering sandwiches, and unique eats** at **12100 Sunset Hills Rd R-6, Reston, VA 20190**. Whether you're craving a crispy flatbread, a loaded sandwich, or something totally unexpected, Kook Dogg has something for everyone! Please **RSVP on our Facebook and Meetup pages** so we can give the restaurant a heads-up on how many hungry DTs to expect! We usually have a group of **12-20**, but the more, the merrier! Walk-ins are welcome, but reserving your spot helps us plan better. We’re always switching up the dinner spots for variety, so keep an eye out for **next week’s location**—because every **Thursday brings something new to the table! 🍽️**

Welcome to the JGOOT Travel Hacking Enthusiasts Meetup Group! Whether you're a seasoned traveler or just starting to explore the world of points and miles, this group is perfect for anyone looking to travel more luxuriously for less. Don't let the name fool you. Caruso's Italian Grocery is a fun restaurant/bar. We'll have fantastic food, drinks and conversation! Come hang out with fellow travel enthusiasts and swap stories, tips, and tricks about travel hacking! Whether it’s maximizing rewards programs or finding the best ways to use points for flights and hotels, this is a casual, laid-back space to share ideas and pick up new strategies. Connect with experienced travelers and get inspired to level up your adventures. Located in the Washington DC area, we host engaging, interactive events where you can ask questions, share experiences, and find inspiration for your next adventure. Ready to turn your travel dreams into reality? Come join us and learn how to travel smarter, better, and for nearly free! 🌍✈️ \*RSVP fee: $25 in advance. Fee covers the location, light appetizers, and ensures accuracy of number of attendees. Caruso's Italian Grocery has a full menu of food and beverages for purchase.

**NEW DETAILS! SEE BELOW FOR LUNCH PLANS AND MOVIE TIME!** **Monday, March 24** Alamo Drafthouse Cinema – One Loudoun 20575 East Hampton Plaza, Ashburn, VA 20147 Can’t make the **March 16 early screening**? No worries — the universe has provided a **second launch window**. Join Liane and your DTs friends for another opportunity to see *Project Hail Mary*, this time at **Alamo Drafthouse Cinema in One Loudoun** — with lunch beforehand! ### Lunch **Matchbox – One Loudoun** 44720 Thorndike Street, Ashburn **12:30 PM** [https://www.matchboxrestaurants.com/one-loudoun](https://www.matchboxrestaurants.com/one-loudoun) We’ll gather for lunch before heading over to the theater. Matchbox offers wood-fired pizzas, salads, sandwiches, and more — a perfect place to fuel up before our mission. ### Movie **Alamo Drafthouse Cinema – One Loudoun** 20575 Easthampton Plaza, Ashburn **2:10 PM showing** [https://drafthouse.com/theater/one-loudoun](https://drafthouse.com/theater/one-loudoun) Tickets are **discounted on Tuesdays — just $7**. You may purchase tickets in advance or buy them at the theater to avoid the online convenience fee. Participants are welcome to join us for **lunch, the movie, or both**. Whether you missed the first launch or just want another trip into deep space, here’s your chance to gather with your tribe and help save the universe.