Airplanes

### **🚣‍♂️ Saturday Kayaking at Albert Park Lake! 🌅** Get ready for a **kayaking adventure** right in the heart of the city at the **Sunset & Golden Hour!** 🚣‍♀️✨ Join us this **Saturday** for a fun-filled paddle session, complete with **good vibes, great company, music, and a stunning sunset** over the water. 🌇🎶 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **🎟️ Package Includes – Only $39 PP!** ✅ **Kayaks & gears** 🚣‍♂️ ✅ **Soft drinks & snacks** 🥤🍏 ✅ **Hot tea & coffee** 🍵☕ ✅ **Music & a relaxed social atmosphere** 🎶 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **📍 Meeting Point & Details:** 📅 **Day:** Saturday 📍 **Location:** Albert Park Lake 💲 **Price:** $39 per person 🌊 **Kayaks available – Let’s make some waves!** 🌊 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **💳 How to Book:** 📩 **RSVP with a $39 transfer** to secure your spot! **Please note:** An RSVP alone does not secure your spot — only a transfer confirms your place on the trip. Thanks for understanding! 🔹 **PayID:** 0414 661 458 🔹 **Bank Transfer:** **NAME:** KARAPETIAN G **BSB:** 013233 **ACCOUNT:** 226325836 **Ref:** Alb 🌟 **Limited spots available—RSVP now!** S*pots are only confirmed once payment is received !!!* \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Credited or refunded only if the event is canceled/moved. Non-refundable in any other cases \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **🛶 What to Bring:** ✔️ Waterproof/water-repellent clothing 🌊 ✔️ Or spare clothes & shoes (just in case!) 👕👟 ✔️ A positive mindset & excitement for an awesome time! 😃 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ### **📢 Important!** 📺 **Before attending, please watch these short videos on kayaking safety & techniques:** https://youtu.be/TAEkR13ChPs https://youtu.be/Calmsh4zI5U \-\-\-\-\-\-\-\-\-\-\-\-\- ### **📲 Have Questions?** Feel free to **DM or call me** ! 📞💬 📌 **Follow & Stay Updated:** 🌍 **Facebook Group:** https://www.facebook.com/groups/812911556223655/?ref=share 📸 **Instagram:** @nogeography.hike.kayak \-\-\-\-\-\-\-\-\-\-\-\- 🚣‍♂️💙 **Get ready for an unforgettable kayaking experience – see you on the water!** 🌊✨ \-\-\-\-\-\-\-\-\-\-\-\-\- \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **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 own safety and well-being. By joining this event you agree to these terms. ## **COVID-19 Safety Measures** * The event host is instituting the above safety measures for this event. * Please do not attend if you are experiencing any flu-like symptoms, such as fever, cough, or sore throat. * If you have recently tested positive for COVID-19 or have been in close contact with someone who has, we kindly ask that you refrain from attending. * Thank you for your understanding and cooperation in keeping our community safe!

## 🇯🇵 Progressi部: Japanese-English Language & Culture Exchange 🇦🇺 **"Serious Study, Authentic Community" — 本気で学び、本気で交流する。** Join us for our weekly exchange designed for those dedicated to practicing Japanese and English. This is a space to improve your language skills, share cultural insights, and make new, like-minded friends in a respectful environment. ### 🎯 Who This Group Is For We welcome individuals who are here to **actively practice their Japanese or English**. Whether you are looking for a study partner or want to learn more about culture, this is a community for focused and meaningful interaction. **✅ 受付方法 / Event Check-in (Strictly Required)** 到着の際、必ず主催者に以下の提示をお願いします / Upon arrival, please present the following to the organizer: * **Meetupの参加申し込み（RSVP）画面をご提示ください。** / Show your Meetup RSVP confirmation screen. * **予約なし（No RSVP）での参加はお断りしております。** / No walk-ins permitted without a confirmed RSVP. * **Participation Fee: $3 CASH** Non-Japanese citizens. ### 🚫 Conduct & Safety Policy To ensure a high-quality experience for all members, we maintain a strict standard of behavior: * **Immediate Ban:** Any individual found guilty of misconduct or creating "trouble" will be banned from the group immediately.**.** * **Organizer Authority:** The Organizer reserves the right to remove any member at their sole discretion to maintain the safety and integrity of the community. * **Respectful Interaction:** All members are expected to be polite and mindful of others. Do not make fellow participants feel uncomfortable or pressured. * **Privacy:** Please respect the personal boundaries of others. Do not pressure members for private contact information. **If any member makes you feel uncomfortable, please report it immediately to the organizers: Shin, David, or Ray.** *** ### 📝 Event Details * **Time:** Saturday, 4:00 PM – 6:00 PM * **Arrival:** Please arrive **10–15 minutes early** due to limited seating. * **Entry Fee:** **$3 CASH** (Non-Japanese citizens). This contribution covers monthly meetup hosting fees. * **Photography:** Photos will be taken during the event for our community archives. ### 🇯🇵 日本語でのご案内 メルボルン市内のカフェで、本気で学べる日英言語文化交流会を主催しています。 * **目的:** 日本語・英語の練習、そして同じ目標を持つ友人作りを目的としています。 * **参加費:** 日本国籍以外の方は $3ドル（現金のみ）。 * **ルール:** 迷惑行為やトラブルを起こす方の参加は一切禁止です。主催者の判断により、即座に退会・出入り禁止の措置を取らせていただきます。 * 困ったことがあれば、すぐにオーガナイザー（Shin, David, Ray）までお知らせください。 ### 🔗 Connect With Us * **Facebook:** [facebook.com/groups/progressibu](https://www.google.com/search?q=http://www.facebook.com/groups/progressibu) * **X (Twitter):** [twitter.com/progressibu](https://www.google.com/search?q=http://twitter.com/progressibu)

* 🌏 **MELBOURNE → NOOJEE** 🏙️ * 📅 SUN **3 MAY, DAY TRIP ☀️** * ✨ Travel far enough to feel both adventure and calm. ✨ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Escape the city and join us for a beautifully balanced day in nature — where everything is taken care of, and all you need to do is arrive, breathe, and enjoy. From the moment we leave Melbourne, the rhythm begins to slow. The road opens into rolling Gippsland hills, forests deepen, and the air shifts — fresher, softer, calmer. In **Noojee**, we ease into a **gentle, scenic hike** through tall trees and peaceful trails, moving at a comfortable pace with space to connect, unwind, and simply be present. After the walk, we gather for a **relaxed picnic with a fresh fruit platter, snacks, and drinks — all included**. A moment to share, recharge, and enjoy nature together. The afternoon flows into a **quiet riverside experience** — a short walk through town brings us to the water, where we pause for a **guided meditation and grounding session**, surrounded by stillness. We continue with a scenic drive through the countryside, stopping at a **beautiful lookout** for views across the rolling hills, before finishing the day with a visit to a **local sculpture gallery** — adding a creative and cultural touch. No planning. No stress. Just a smooth, meaningful day of nature, movement, and connection. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ## 🎒 **All-Inclusive Experience — $99** ✅ Comfortable **Mercedes minivan transport** 🚐 ✅ Guided **10 km scenic hike** + gear support 🥾 ✅ Meditation & grounding session 🌿 ✅ Fresh **fruit platter picnic** 🍉 ✅ Unlimited **snacks,** soft drinks, coffee & tea ☕ ✅ Scenic lookouts & curated itineraries 🌄 ✅ Friendly, welcoming group atmosphere \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- #### 🕒 Itinerary: 🌅 **07:00 — Pick-up from Melbourne CBD (St Paul’s Cathedral)** ⛽ **07:30 — Stop break** 🌿 **09:00 — Arrival in Noojee** ☕ Morning tea / coffee / snacks *(all included)* 🥾 **09:15 — Easy Scenic Hike** • \~10 km \| \~170 m elevation • Comfortable pace, forest & views 🍉 **13:00 — Picnic Lunch** • Fruit platter + snacks + drinks *(all included)* 🌊 **14:00 — River Walk + Meditation** • Gentle walk through town • Guided grounding session by the water 🌄 **15:00 — Lookout Stop** • Scenic views across Gippsland hills 🎨 **15:30 — Sculpture Gallery Visit** 🚐 **18:00 — Return to Melbourne CBD** 📍 Drop-off: Hamer Hall \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **🎒 What to Bring?** ✔️ **Comfortable hiking shoes (or able to supply, let me know size)** **✔️ Wind/water-resistant jacket**🧥 ✔️ **Long pants & long sleeves** 🌿 ✔️ **Hat/beanie** 🧢 ✔️ **A positive mindset & big smile!** 😊 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **💰 How to Book?** Secure your spot with a **$99 transfer**: 🔹 **PayID:** 0414 661 458 🔹 **Bank Transfer:** **NAME:** KARAPETIAN G **BSB:** 013233 **ACCOUNT:** 226325836 **Ref:** NOO 🌟 **Limited spots available—RSVP now!** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ❗️**Please Note:** **Payments are only credited or refunded if the event is canceled or rescheduled by the organizer.** In all other circumstances, payments are **non-refundable and non-transferable**. ❗️Thank you for understanding and supporting the planning involved in creating these experiences! 🌿 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 📢 **Questions?** Feel free to **DM me anytime!** 📩 ✨ **Let’s make this an adventure to remember** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Visit our sources: https://www.facebook.com/groups/812911556223655/?ref=share Instagram: nogeography.hike.kayak https://www.meetup.com/en-AU/no-geography-hike-and-kayak/ \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \*\*\*Where Relaxation Meets Adventure **\*\*\*** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **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 own safety and well-being. By joining this event you agree to these terms. ## **COVID-19 Safety Measures** * The event host is instituting the above safety measures for this event. * Please do not attend if you are experiencing any flu-like symptoms, such as fever, cough, or sore throat. * If you have recently tested positive for COVID-19 or have been in close contact with someone who has, we kindly ask that you refrain from attending. * Thank you for your understanding and cooperation in keeping our community safe!

Melbourne Flames Dragon Boat Club is your gateway to the exhilarating sport of dragon boating. As one of Australia’s fastest growing water sports, dragon boating is truly unique as men and women of all ages can train and compete together in one crew. We welcome new members regardless of gender or fitness level (minimum age is 12 years). Come along and try dragon boating with one of Australia's top teams for FREE! Simply sign up for a Dragon Pass (1 month free trial) via the link below and follow the instructions sent to your email. You will need to download TeamApp and RSVP there to confirm your spot. [Registration - Melbourne Flames](https://members.melbourneflames.com.au/registration/) We recommend you attend a welcome Sunday session for your first training. After you've learnt the ropes, you can join any of our Tuesday and Thursday on-water sessions. **What to bring to a training session** * Water bottle * Weather appropriate clothes that you don't mind getting wet i.e. hat and thongs in summer, thermals and shoes in winter * Towel and a change of dry clothes * Any friends you think would be interested, get them to register for DragonPass and TeamApp as well! * A sense of adventure and a positive attitude! All equipment, including a lifejacket and paddle, are provided. If you have any questions, please message the page!

**Please note:** We meet at 11am and start walking towards Elwood soon after. Please be on time or message us. Thanks! :) Walk and talk with us. Meet on St Kilda Beach in front of Republica near the Rhinocerous statue, Walk to Ormond Point Elwood 🏃🏼‍♀️‍➡️🏃🏻‍➡️ We practice English conversation plus our first and second languages on the way. Bring a friend, dog and perhaps a ✍🏽 and notepad to remember new words and phrases. Meet new people. We look forward to chatting with you!🤗 ***Please note:*** *For attendance at this beach walk read the disclaimer below:* *By signing up and participating in this **Language Practice and Walking on the Beach** today I agree to do so at my own risk. I know that my attendance and this agreement operates to exclude any liability in negligence for harm that I may suffer. I have been warned that this recreational activity may cause physical harm to me or to someone under my control or accompanying me, and I confirm that I do not have a condition, medical or physical, that could prevent me from, or be aggravated by, participating in this activity. Examples of the risks I have been warned about include: Tripping, slipping and falling • Collision with someone or something • Something giving way unexpectedly • Back injury, strains • Spillage and burns • Trip hazard• Bites and stings • Sun • Injury from falling branches*

There is a vibrant food culture in Clayton. With Asian flavours. If you like Yum Cha or Ba Minh's its got it all. Then we will explore the DIngley Bypass trail. We will meet at Caulfield Railway Station outside Platform 1. Any type of bicycle will do as it is on roads and cycle paths. Bring water . Your bike needs to be in good order. Ride route [Caulfield - Gardenvale](https://ridewithgps.com/routes/54522163) RIDE REGISTRATION FORM The form should be available within a day or two of the ride announcement. The link to the form will be seen in the event messages when you RSVP. Please complete it when available. ESSENTIAL ITEMS Functioning headlight & tail light Spare tube and a puncture kit MYKI card, ATM card/cash, basic tools, rain gear, food/snacks, etc WATER It's your responsibility to check the temperature and distance for the day and carry an appropriate amount of water. When riding outside suburbia remember that carrying too much water is better than not enough as the distances between water availability may vary greatly from the planned route due to road closures or other unforeseen circumstances. Check Meetup for any changes the day before the ride, as the ride may be cancelled in the event of extreme weather or other unforeseen circumstances. If you cannot make it to the ride please change your RSVP to 'NO' at least one day before the ride day. This ride is for MBTC club members, or those who have not yet done 3 days riding with us. To join our club check out [https://www.mbtc.org.au/membership](https://www.mbtc.org.au/membership) When I RSVP for this event/activity I acknowledge that the activity of bicycle riding can be dangerous and that I may suffer loss or injury or death and I agree that in consideration of my participation in any event conducted by the MBTC that I will absolve from liability the MBTC, its officers, and any event organiser from all claims, demands, or suits whether for personal injury or property loss suffered whether by negligence or breach of contract or otherwise, save for any right I may have pursuant to the Australian Consumer law. I acknowledge that photos may be taken of me during MBTC rides and social events, and that it is club practice that these photos will be published on Meetup, Facebook, and the club website. I will notify the ride leader and other riders if I wish to not be photographed. MBTC cannot guarantee that my photo will not be published and will promptly honour requests to be removed from MBTC controlled sites.

**Welcome to Incubator Melbourne!** Curious about how board games are made? This is our regular event to test prototype games. Newcomers are very welcome and no experience is needed. You don’t need to bring a game to join and play. ***Please RSVP here and cancel if you cannot attend.*** *Total attendance is higher than the Meetup RSVP list, and we typically have a good-sized group on the day.* 🗺️ **HOW TO FIND US** The Lion Hotel is on level 3 of Melbourne Central. We’ll be down the back at Jac’s Bar. Look for our tables and grab a seat. 👀 **WHAT TO EXPECT** • Bring a game to test, or just join in others’ games • Two sessions: short games first, longer games after lunch • Quick intros, setup, lunch break, then afternoon games ⏰ **TIMES** • 11:00–11:30am: Intros and setup • 11:30–1:00pm: Short games • 1:00–1:30pm: Lunch • 1:30–4:00pm: Longer games

How about we kick off the best day with a jog and coffee together? Trust me, you won't want to miss out! 🏃‍♂️Training menu🏃‍♂️ Every Sunday 8:00~ Fed Square Assembly 【https://maps.app.goo.gl/zmPQ6U533pUDcNSA9?g_st=ic】 If you have luggage, please consider using the lockers at the station. 💥40~60 min Jog+Walk Pace: Easy pace, suitable for beginners. If you got tired, let's walk together. 【schedule】 8:00 Gathering 8:10 Start 9:00 End of training Challengers we are waiting for you 😊

* John and Yoko's two historic 1972-concerts at Madison Square Garden, New York. John Lennon's only full-length concerts after leaving The Beatles. Original stage footage now remixed, restored and re-edited under Sean Lennon's supervision. We will meet at the Kino Bar from 3 p.m. onwards. Please book your tickets early, Stefan - 0437777522

A loop ride from Fed Square via the Mooney Ponds Trail, the Zoo, Merri Creek Trail, Main Yarra Trail, Anniversary Trail, Outer Circle Trail, Djerring Trail to Caulfield and then on-road/bike lanes back to Fed Square. Coffee stop at District 35 (or thereabouts, recommendations welcome), lunch at Carnegie Station (Koornang Road eateries or BYO). You are welcome to drop off the ride at any time, preferably at or before Caulfield Station. Ride will be subject to weather and may be cancelled at short notice - so far, so good. Route: [https://ridewithgps.com/routes/54781777](https://ridewithgps.com/routes/54781777) This ride is for financial MBTC members or those who have not yet done three single day rides with us. To join our club, check out [https://www.mbtc.org.au/membership](https://www.mbtc.org.au/membership) RIDE REGISTRATION FORM The form should be available within a day or two of the ride announcement. The link to the form will be seen in the event messages when you RSVP. Please complete it when available. ESSENTIAL ITEMS * sunny disposition * completed Ride Registration Form * be comfortable riding in/beside traffic for 10 km on the return leg (option to drop off at Caulfield) * a comfortable, working bicycle or E-bike * Functioning headlight & tail light * Spare tube and a puncture kit * MYKI card * ATM card/cash * basic tools * rain gear * food/snacks, etc WATER It's your responsibility to check the temperature and distance for the day and carry an appropriate amount of water. When riding outside suburbia remember that carrying too much water is better than not enough as the distances between water availability may vary greatly from the planned route due to road closures or other unforeseen circumstances. Check Meetup for any changes the day before the ride, as the ride may be cancelled in the event of extreme weather or other unforeseen circumstances. If you cannot make it to the ride please change your RSVP to 'NO' as soon as you know but no later than the day before ride day. The MBTC Refund & Cancellation Policy can be found [here](https://www.mbtc.org.au/refund-cancellation-policy/). When I RSVP for this event/activity I acknowledge that the activity of bicycle riding can be dangerous and that I may suffer loss or injury or death and I agree that in consideration of my participation in any event conducted by the MBTC that I will absolve from liability the MBTC, its officers, and any event organiser from all claims, demands, or suits whether for personal injury or property loss suffered whether by negligence or breach of contract or otherwise, save for any right I may have pursuant to the Australian Consumer law. I acknowledge that photos may be taken of me during MBTC rides and social events, and that it is club practice that these photos will be published on Meetup, Facebook, and the club website. I will notify the ride leader and other riders if I wish to not be photographed. MBTC cannot guarantee that my photo will not be published and will promptly honour requests to be removed from MBTC controlled sites.

**AI and consciousness** We will be delving into consciousness, trying to define or understand it and comparing this to what AI us or is not. **VIDEOS** [Will AI Ever Be Conscious?](https://youtu.be/VAFEmFSMfTg) [Iain McGilchrist - Can AI Become Conscious?](https://youtu.be/2ldZ_TS-vxg?si=XcQDtykHhdVAfqwk) [Consciousness is Not a Computation (Roger Penrose)](https://youtu.be/hXgqik6HXc0) **Discussion Outline** Is AI conscious? Does Consciousness need emotions, morality or physical sensations? Do you have to suffer pain to truely understand the universe? What is Consciousness scientifically? Is consciousness at the bottom and quantum and everything? Intelligence needs understanding. Understanding needs awareness. What is Consciousness in relation to God?

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

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

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

Come join our welcoming, low-pressure environment where you can practice performing, build confidence, stay motivated, and connect with others who play piano. Each session is intentionally structured and hosted to ensure everyone has time to play (if they choose), feel supported, socialize, and enjoy the experience. It’s not a class, but a thoughtfully guided space to help you stay consistent and make meaningful progress. **Details:** * Gatherings take place in a private home setting in the Northwest Columbus area (location to be shared after RSVPing) * Small group (max 7–8 participants) to keep the sessions personal and ensure everyone has time to play * Light snacks and refreshments provided * Small fee to support hosting and keep the group high quality and motivated

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).