Text Analytics

We’ll start the evening with a relaxed dinner, then wander into the glow of River Hongbao 2026. We’ll soak in the festive buzz, admire the giant lanterns, and ride the cheerful crowd energy as we welcome the Year of the Horse ! 🐎✨️🪅 This Meetup group is a community-led group by volunteers, who enjoy the Great Outdoors (GO) and would like to share the GO with u too! 🤎✌️😃 **This is a free community walk, created simply for the joy of exploring together. To keep the spirit of the walk genuine and relaxed, we don’t involve donations, promotions, or sales of any kind. We warmly ask everyone to be punctual and considerate of fellow walkers, so that the journey remains smooth and enjoyable for all. 😊😊 Late cancellations, late arrivals, or no-shows may affect your priority for future walks. The 'going' list may not necessarily follow a strict sequence. 🔄 Gate-crashers will be turned away to keep things smooth for everyone.** To protect your privacy, we do not collect telephone numbers 📵. Communication will be through the Event page. Kindly check for any updates, especially on the day of the event, so that you will be updated on any changes. The route may be amended or the hike postponed in the event of inclement weather, for the safety of our walkers. 🚶🚶‍♂️ As part of Meetup's enhanced privacy/ security measures, the meeting point will now be visible to attendees only. Exercise care while you walk. Please inform us when you feel unwell and need to drop out. *Disclaimer: By joining this walk, you assume responsibility for your own safety and well-being 🚸, and will not hold the organizers/hosts liable for any loss or injury or other unforeseen events, ensuring a shared commitment to a safe and enjoyable experience for all. 😊 Thank you. 🙏

**For ages 18 and above.** 1. Improving efficiency of your strokes so that you can generate more power and spin effortlessly. 2. Improve your consistency to have longer rallies. 3. Learn the most up-to-date match tactics. 4. Mental strategies to help you deal with difficult situations in matches. 5. Execute game plan for match play. 6. Meet more players at the same level striving for the same goal. Class size: Up to 5 persons ### **Address** 3 St Wilfred Rd, Singapore 327920 ### **Schedule** Sundays 6PM - 7PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**Friendly 1/1 NLH Poker Home Game – No Fees, No Rake, Just Fun!** 📍 **Where**: Central Singapore (DM for location details) ⏰ **When**: Every * **Thursday**: 8 PM * **Friday**: 8 PM * **Saturday**: 3 PM * **Sunday**: 3 PM 💎 **Stakes**: 1/1 NLH 🚫 **No Fees**: No entry fees, no rake, no hourly charges – just pure poker action! 💰 **Buy-ins**: Cash or PayNow accepted – flexible options to suit you! 💧 **Free Drinks**: Stay hydrated while you play, on us! 🍿 **Perks**: * Free drinks provided * Easy parking for all guests, free parking jus pm me. its a private apt. * Bring your own snacks and drinks – make it a fun poker experience! * VIP-friendly environment with filtered players only * Special **Orbit Games & Optional Bomb Pots** to spice things up! **RSVP** to secure your spot and please increase your guest count if you're bringing a friend. **DM me** for location details and any further questions. Looking forward to seeing you there – let's play!

**For ages 17 and above.** Influenced by the Spanish and African culture, the Tango is sensual and passionate, one of the most fascinating dances. Stylized strides dominate this dance, along with periodical sharp and staccato movements. Tango’s passionate nature evokes a strong connection to the music, your partner and the audience, a dance that is exciting and often easy to learn. Its dramatic nature also makes Tango a very popular dance that is often featured in blockbuster movies; a favourite dance for those who enjoy drama within a dance. ### **Address** 795, North Bridge Rd, #02-01 797, 198763 ### **Schedule** Sundays 430PM - 530PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

Meet: Farrer Road MRT Station (CC20), 71 Farrer Road 268857\* When: Sunday 22nd Feb, 4:30 pm\*\* Difficulty: moderate Distance: about 11 km Sign up for the event here: https://www.eventbrite.sg/e/pipeline-trek-farrer-beauty-world-tickets-1981403922470?aff=oddtdtcreator \*Take note that this is the FARRER ROAD MRT (CIRCLE LINE), not the FARRER PARK MRT \*\*This is a Rain or Shine event. Where there are thunderstorms, we will adjourn for coffee or early dinner. We will resume the walk once the rain subsides. Please take a good lunch or bring along some snacks if you feel hungry along the way. Please be punctual. You are encouraged to be slightly early to avoid disappointments. There will be 5 minutes grace for attendance taking. Please remember that we cannot wait because this would be unfair to those already present. This Meetup group is a community-led group by volunteers. Please extend grace in areas of inadequacy. You are most welcome to give constructive feedback; we strive for improvement! Trek along the Pipeline trail from Farrer to Beauty World, and walk the Bukit Timah Railway station! Join in the walk, and enjoy the wonderful views of Singapore and the nature surrounding you. We shall have dinner and fellowship together at the Beauty World. See you there! :-) What to bring: \- Shades \- umbrellas \- Water \- Good walking shoes \- Long pants preferred \- Mosquito Repellent This is a Rain or Shine event. Event communication will be through the event comments section. Please check the event comments section on the day of the event so that you will be updated on any changes. Please keep in mind that I may not respond to messages sent after the walk starts because I will be busy helping the attendees and leading the walk. Please be sure to RSVP responsibly to help those who are on the waitlist get the chance to come for the walks. ***As a consideration to others, you should change your RSVP status the day before the event to allow those on the waitlist time to schedule for the event if you can't attend.*** If I notice many no-shows despite the RSVPs, I may remove you from the RSVP list so that others can join my walks. Thank you for your kind understanding. Disclaimer: Your physical well-being is your responsibility. Exercise care while you walk. Please let me know when you feel unwell and need to drop out. Walking comes with a risk of personal injury. ***By joining the walk, you accept responsibility for your safety and join the walk at your own risk. The organizer(s) will not be responsible or held liable for any accidents or injuries during or arising from the event.***

Step up, try Pickleball. Pickleball is a growing sport in the world, named the fastest growing sport in the US for the past 2 years. Up to 6 pax per class. ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

**For ages 18 and above.** If you are an intermediate player, who wants to bring your games to the next level, here are a few things you can look forward to in our intermediate classes. 1. Improving efficiency of your strokes so that you can generate more power and spin effortlessly. 2. Improve your consistency to have longer rallies. 3. Learn the most up-to-date match tactics. 4. Mental strategies to help you deal with difficult situations in matches. 5. Execute game plan for match play. 6. Meet more players at the same level striving for the same goal. ### **Address** 3 St Wilfred Rd, Singapore 327920 ### **Schedule** Sundays 3PM - 4PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 18 and above.** * Come to feel the magical connection of Argentine tango dance * You can join alone, or with partner/friends * For absolute beginners, or those want to do the basics better ### **Address** 36B Circular Rd, Level 3, Singapore 049392 ### **Schedule** Sundays 3PM - 4PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 13 and above.** Muay Thai is a striking based martial art and sport. Also known as “The Art of Eight Limbs”, it is characterised by the combined use of the fists, elbows, knees and shins. It is an ancient martial art of Thailand known for its tremendous power. Students will be taught how to utilise a symphony of kicks, punches, knees strikes and elbow strikes. ### **Address** 701A Yishun Ave 5, #02-01A, Singapore 761701 ### **Schedule** Sundays 6PM - 7PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**TRAIL RUN GROUP** ***WHO SHOULD ATTEND ?*** This group is a LEISURE run group. So whether you are a beginner or have years of experience, this group will suit you. Please note that if you intend to walk /hike, this group is not for you. However if you can run (70%) & walk (30%) , then you can give this group a try. ***WHAT TO EXPECT ?*** Our pace is leisure. We have participants of different ages, ranging from 25 to 70 years. Each one of us set our own pace; we do NOT pace one another & we do not run as a group. We do have regular member who is tasked to pace the slowest member so that no one get lost. The run usually last about 30 to 45 minutes. We currently have an average of 9 - 12 regular runners. We usually have a short dinner/drink after the run ***DISTANCE COVERED :*** About 5 km ***VENUE:*** We usually run in a nature park or on trails at the Bukit Timah Nature Reserve. ***TIMING:*** We meet every other Sunday ( bi-monthly) & start our runs PUNCTUALLY at 5pm. The run usually ends around 6pm . We have a drink/dinner after the run & disperse at around 7pm. +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ **\*This Sunday Run, 22nd Feb, 2026, 4:45PM\*** **VENUE:** **Rifle Range Nature Park** **DISTANCE:** Around 5 km **START TIME :** Run starts PUNCTUALLY at 5pm Unable to wait for latecomers Please try to be at the meet-up point by 445pm. **MEET-UP POINT:** *McDonald , Beauty World Centre.* *MRT DT5, Exit A* **START POINT :** *4th Floor, Beauty World Food Centre* **DINNER/DRINK:** *Beauty World Food Centre*

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. 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)

Our next much-awaited **COLUMBUS** meetup is **Tuesday February 24 from 7-10 pm 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 friends! WE HOPE TO BE COLLECTING SIGNATURES TO OVERTURN SB56. BRING YOUR FRIENDS, COLLEAGUES AND FAMILY MEMBERS TO JOIN US AND SIGN! 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!

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations. If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!). **HOW IT WORKS** **Step 1: Bring a topic** Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event. **Step 2: Circle up & share** We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds. **Step 3: Walk, talk & float** We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!" **Step 4: Feel more alive** Two hours flies by. You're back where you started — but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times. *For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)* **HOW TO BRING A GREAT TOPIC** A great topic = something you're genuinely curious about. Recent topics include: * "What are you passionate about right now?" * "What makes a good friend?" * "What's a belief you used to hold that you've completely changed?" * "How do you want to be remembered?" * "What would you do if money wasn't a factor?" Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter. **WHAT TO EXPECT** This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.* But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here. **FAQ** * Wear casual athletic attire and sneakers. It's a long walk! * We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space. * We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space. * Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know. * Dogs, babies in strollers, parents, and friends are welcome — please text/email them the event link so they can RSVP and prepare a topic! **LOGISTICS** * If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event. * This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs. * Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details. * If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. 🤠👋 **IF YOU WANT TO GO DEEPER...** [The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up. * This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).

Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production. We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike. **The Lineup:** **11:00 AM \|** **Getting Started with Google Gemini** Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy) Focus: A walk-through of Gemini and multimodal models to boost daily productivity. **11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI** Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy) Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI. **The Perks:** 🎁 Exclusive GDG Swag for attendees! 🍕 Pizza & Soft Drinks (for in-person guests). 🤝 Networking & Q&A with local industry leaders. **Meeting Link:** meet.google.com/wia-ygtn-fmc Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! This is a hybrid event. Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/ or in person at: Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077 *** *** **About the Speakers :** **Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases. **Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\) Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE. Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform. Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer. **Hosted By :** Vaidehi Tripathi, GDG Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.

**NEW LOCATION: 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). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) 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 centralohpython@gmail.com

Calling all founders, CEOs, lawyers, doctors, and entrepreneurs to join our special *Founder Edition* of Sip & Read meetup event. Let's sip on fine wine and discuss our first book **The 5AM Club- Own Your Morning Elevate Your Life, by Robin Sharma**. We will pair this book with our favorite wine at **Wine on High** and engage in thought-provoking discussions on startup businesses and entrepreneurship, and network with like-minded individuals in a cozy book club setting. Come prepared to discuss this month's book. At the end of each book club meeting, we will take next book and venue suggestions from the participants for the next meeting. Whether you are a book lover, women entrepreneur, or a content creator, this event is perfect for sharing ideas and insights with other funders and founders in the entrepreneurial world. Don't miss out on this unique opportunity to connect, learn, and grow together. Sign up now to reserve your spot! *Fun fact! This meetup was established in 2015 and had over 1,000 members. I had to shut down operations while attending law school, but we're back!!*