Security Metrics

Step into a vibrant rooftop evening in Singapore where meeting like-minded people feels effortless and natural! Designed to make connections easy, with guided interactions that help you skip awkwardness and start real conversations. Enjoy a warm, safe, and welcoming environment—with ladies’ comfort and priority always at the heart of the experience. Come for the view, stay for the vibe, and leave with meaningful new connections ✨ What Makes This Event Special? \- FREE entry for ladies \(RSVP required\) \- Guided social experience to help you meet people comfortably \- Fun icebreakers to make conversations even easier \- Fast\-friending rounds so you can connect with multiple attendees \- A reserved space just for our group\! \- Happy Hours\! TICKETS: (**payable in cash and will be collected by** **Andrina at the start of the evening**) Ladies - FREE Entry Gents - 20 SGD \-\-\- 🕖 Evening Flow 8:00 PM – Arrival & Welcome Settle into our reserved area, grab a drink, and let Andrina introduce you to a few friendly faces. 8:30 PM to 9:30 PM – Fast Friending \- Meet a new person every 3\-6 minutes\. \- Andrina will guide each switch so you can connect with many lovely attendees in a short amount of time\. After 9:30 PM – Open Mingling Continue conversations with your favourite connections or meet more people at your own pace. **Our venue for the evening -** We have a reserved area where our members can meet each other in a supportive environment! \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 20 to 40 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\. \- We are not a dating group\. Our events are not organised to manage your dating life\. Our group is created to help ladies and gents meet other like minded ladies and gents\. Please do not attend our event if a perfect gender balance is important for your enjoyment of our meet\-up\. \-\-\-\-\-\-\- Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). **Here are some videos which will give you some guidance -** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs) How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI) Why you should attend our evenings - [https://www.youtube.com/watch?v=wEjwGBXzJE8](https://www.youtube.com/watch?v=wEjwGBXzJE8)

Come spend Sat evening meeting new frds , enjoy live music , over dinner & drinks! Website : https://simplyretrochijmes.tinboxgroup.sg/ Menu : https://simplyretrochijmes.tinboxgroup.sg/menu/ ➡️ You will be billed once you order with staff , no holding of bill 🩴🩳 Dresscode : Tinbox has strict policy , No Slippers & Bermudas. ➡️ Will be denied entry to indoors but u can sit at oitdoors table 📍Gentle reminders: 1. Ladies safety is my priority. Pls do drink responsibly. 2. Pls don't contact the ladies unless u have met in person & agreed to stay contact. 3. Pls do order a food & /or drink item to be fair to venue as no min spend needed. 4. Everyone is to pay for their own food & drinks. If u agree to share, pls arrange among urselves. 5. Those who don't pay will be banned from our events permanently. 6. Will announce table number on day itself in this group. Reservation under Kenn. Hope to see everyone soon & enjoy our weekend together!

**For ages 13 and above.** IKMF Krav Maga training helps you defend yourself effectively on the streets. Below are just some of the reasons why Krav Maga classes at IKMF Singapore will benefit you. 1\. There are no rules in street attacks\, so imagine what we will do to the attacker\. 2\. No one wants to get in a fight\, so prevention & de\-escalation will be taught too\. 3\. You're lucky if there's just 1 attacker out in the streets\. To better prepare yourself\, we train with the mindset of potentially facing multiple attackers\. 4\. Did I mention weapons? Who says attackers can't possess knives/sticks/guns? ### **Address** 767 Upper Serangoon Rd, #01-05, 534635 Singapore (Kali Majapahit Martial Arts studio) ### **Schedule** Saturdays 4PM - 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.

Sufi Meditation is a practical and proven spiritual technique. Our meditation is fundamentally different from others as we do not focus on the body but on the soul. Our practices and its benefits are experiential. Hundreds of seekers worldwide from different races and cultures are benefitting from it every day.

**For ages 13 and above.** This class is designed to train those who wish to be able to able to defend themselves as a modern day warrior. The class is exciting and brutally effective. Practitioners will learn how to fight seamlessly from stand up to the ground, using a mix of street style striking and kicking, takedowns, to ground grappling, even against a knife being drawn while on the ground. Whether it be one attacker or multiple attackers, participants will learn how to use relative positioning and the environment to defend and create the opportunity to escape. What if your attacker was to draw a knife or worst, a machete? You will learn to use street style weapons like knife, machete or stick to defend yourself, or improvised weapons like bags, chairs, umbrellas, bottles, hammers etc. No pre-requisites needed but generally an interest in martial arts. The classes consist of currently 7 topical series: ​ * Striking/Kicking Series * Gun Disarming Series * Ground Defence Series * Takedown Series * Knife Series * Control and Restraint Series * Tomahawk/Machete Series ### **Address** 144 Robinson Road, #05-01, Singapore 068908 ### **Schedule** Saturdays 430PM - 630PM ### **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.

Join us as we explore some bookshops around Bras Basah and Bugis! Did you know that you can use your SG Culture pass credits to buy SG Lit books? See details here: [https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s](https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s) We will visit Kinokuniya at Raffles City, the Bras Basah Complex (which is full of bookshops!), the National Library, and end with an optional dinner and chat. Come browse, buy, or just chat and meet some new people! **Meeting Point**: Books Kinokuniya at Raffles City. **Address:** 252 N Bridge Rd, #03-22/23, Singapore 17910311 **Meeting Time**: 5.30 pm **Tentative Plan:** 30 mins of free and easy at each of these locations: Kino at Raffles City and BrasBasah Complex. Brief stops at National Library and maybe the Kino at Bugis. **Late Comers:** Catch up using the Live Locator in the Telegram Channel\*. **Total walking distance**: About 1.5 km **Total exploration time:** about 2hrs **Optional Dinner and Chat**: about 1hr at some budget friendly place nearby. **\*Telegram Channel:** Join [Walk, Chat, Explore SG](https://t.me/+rIuiiEM9j6oyNzI1) [https://t.me/+rIuiiEM9j6oyNzI1](https://t.me/+rIuiiEM9j6oyNzI1) **for updates. The Live Locator will be posted there.**

**For ages 10 and above.** Krav Maga is a self defense system employed by military and law enforcement around the world (including Singapore) due to its effectiveness. Classes are designed around real-world scenarios, ensuring you acquire practical skills—like disarming an attacker wielding a knife—after each session. ### **Address** 95 Joo Chiat Rd, Level 3 & 4 ### **Schedule** Sundays 1230PM - 130PM ### **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.

As we gear up for our Mount Fuji expedition, this guided conditioning hike at Bukit Timah Nature Reserve is your chance to train with intention — strengthening both body and mind for the climb ahead. This is not a leisure walk. It’s a focused training session built to help you: • Boost cardiovascular endurance • Build leg strength for long, sustained ascents • Gain confidence on stairs and uneven terrain • Develop the mental resilience needed for higher peaks Whether you’re preparing for Mount Fuji or simply aiming to elevate your outdoor fitness, this guided session offers structure, support, and a motivating group atmosphere to challenge yourself safely. Surrounded by lush forest trails and steady climbs, you’ll finish the session feeling stronger, recharged, and one step closer to your mountain goals. 🥾 Event Details 📍 Location: Bukit Timah Nature Reserve 📅 Date: Sunday, 17 May 2026 ⏰ Meeting Time: 2:45 PM (sharp departure) 🚇 Meeting Point: Beauty World MRT – Passenger Service Counter ⏱️ Walk Duration: 3:00 PM – 5:30 PM 🗺️ Route Plan 🚶 Start: Bukit Timah Nature Park ⬆️ Climb: Bukit Timah Summit – Loop 1 🌿 Continue: Wallace Trail 🏕️ Proceed: Dairy Farm Hut 🧍 End: Bukit Timah Nature Park Expect stairs, inclines, and natural forest terrain — perfect for building hiking-specific endurance in a safe, local environment. ⚠️ Important Notes • Punctuality is required — we depart strictly at 2:45 PM • Wear proper hiking or sports shoes • Bring sufficient drinking water • Be prepared for sustained inclines and stair climbs • Optional: light snacks, sunblock, insect repellent 📝 Disclaimer Participation is voluntary and undertaken at your own risk. All participants are responsible for their personal safety throughout the session. Please remain attentive, follow guidance, and notify the organizer immediately if you feel unwell. Outdoor activities involve inherent risks, including slips, falls, and physical fatigue. The organizer will not be liable for any injury, loss, or incident arising from participation. ✨ Start the Year Strong Train with purpose. Build resilience. Take a decisive step toward your mountain ambitions. 📝 Secure your spot today — limited availability. 🌍 Upcoming International Expeditions 🏞️ Mount Sumbing, Indonesia ✅ 1st Quarter 2026 🏞️ Mount Kinabalu, Malaysia ✅ 2nd Quarter 🏔️ Mount Fuji, Japan - Coming mid of July ⛰️ Yushan (Mount Jade), Taiwan - Upcoming 🏞️ Mount Rinjani, Indonesia - Upcoming Train local. Prepare smart. Conquer global peaks.

Hello & welcome! Some thing to note: PRE-REQUISITE to joining our sessions: 1. Familiarity with competitive netball rules (eg. Obstruction, contact, held ball, stepping/ footwork, over a third etc) 2. Some level of fitness (continuous 10 min game time with short interval breaks) & basic netball skills (footwork/throwing/catching) https://powerplay.co.uk/app/resources/downloads/Power%20Play%20Netball%20Playing%20Rules.pdf https://youtu.be/V1qINnI-Dis?si=I8MXJfQSa9Kg1sUF ** game fee is $2/pax, unless otherwise stated. To be paid on site. **no-show / any cancellations within 24h to game time, a fee of $2 shall be imposed. Thanks for your understanding. ** Please drop me a PERSONAL MESSAGE via MEETUP if it’s your first time attending a session. If appreciate if you could inform if you’ve played netball before (even if long time ago) & at which capacity / level. **wet weather conditions: A Decision on whether the session is on will be made 1hr before game starts (ie. 5pm) so as to allow for travel time to KNC. Pls Look out for the comment by the Host on the Event page **We are a sporting group with the sole purpose of keeping fit & enjoying the sport. If any player is found to have any intentions apart from playing & contributing to a conducive game, the host reserves the rights to ban the person from the group. Thanks in advance for your cooperation! Looking forward to have you!

To confirm your participation, please email **completeme@outlook.sg** or WhatsApp **(65)** **81252321** us at least 3 days before the event. Please note that marking yourself as “Interested” on Meetup does not confirm your slot. Kindly contact us early to secure your place. **Walk-ins are not allowed.** This event is specially curated for singles born between 1976 - 1986. Some singles have shared that they prefer having more time to get to know someone properly instead of rushing through short introductions. Our new Quality Conversations gathering is specially designed for those who enjoy deeper interactions in a smaller and more comfortable setting. Unlike traditional speed dating sessions, each conversation will last approximately 20 minutes (double the duration of our usual format), allowing conversations to reach a deeper level. Each session will consist of a minimum of 3 ladies & 3 gentlemen, and a maximum of 5 ladies & 5 gentlemen. This gathering is ideal for singles who value quality conversations and a less rushed experience. Due to the smaller group size, the age range for each session will also be kept tighter to allow participants to connect with others in a like-minded singles. You’ll enjoy meaningful 1-to-1 rotations with the opposite gender, specially curated to help you create genuine connections. At the end of the session, our mutual matching process helps your newfound connections continue beyond the event. Your experience doesn’t end there. You will be invited to a private Telegram group for one week, providing the opportunity to continue conversations either in the main group or privately with your matches. Your ticket includes: ✨ 1 complimentary drink ✨ Guided group rotations ✨ Mutual matching ✨ A week-long facilitated Telegram chat group If you’re looking to meet new people, expand your circle, and potentially discover someone special — this is an event designed for you. **Cost:** Lady's Ticket $48 Gentleman's Ticket $29 This event is organised by **CompleteMe Dating Agency**. Founded in 2012, CompleteMe is a Singapore-based dating agency known for its curated dating events and speed dating sessions designed for working professionals. Having organised over 1,000 dating activities, the agency has helped countless singles meet, connect, and build meaningful relationships over the years. As a legit dating agency, CompleteMe conducts verification checks to ensure that all participants are legally single.

Soak in the golden-hour glow from CapitaSpring’s Sky Garden as the city transits from sunset to starlight. 🌆🏙 Afterward, we’ll head to Lau Pa Sat for dinner beneath its historic arches. It’ll be a relaxed evening of panoramic views, great food and nice company! **This is a limited tickets event. 🎟 🎫 Kindly only confirm if you are sure that you can make it, as last min drop-out deprive others a real chance to join. 😊** To protect your privacy, we do not collect telephone numbers 📵. Communication will be through the Event chat. 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. 🚶🚶‍♂️ 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. 🙏 Photo credit: Mothership

To confirm your participation, please email **completeme@outlook.sg** or WhatsApp **(65)** **81252321** us at least 3 days before the event. Please note that marking yourself as “Interested” on Meetup does not confirm your slot. Kindly contact us early to secure your place. **Walk-ins are not allowed.** This event is specially curated for singles born between 1986 - 1994. Some singles have shared that they prefer having more time to get to know someone properly instead of rushing through short introductions. Our new Quality Conversations gathering is specially designed for those who enjoy deeper interactions in a smaller and more comfortable setting. Unlike traditional speed dating sessions, each conversation will last approximately 20 minutes (double the duration of our usual format), allowing conversations to reach a deeper level. Each session will consist of a minimum of 3 ladies & 3 gentlemen, and a maximum of 5 ladies & 5 gentlemen. This gathering is ideal for singles who value quality conversations and a less rushed experience. Due to the smaller group size, the age range for each session will also be kept tighter to allow participants to connect with others in a like-minded singles. You’ll enjoy meaningful 1-to-1 rotations with the opposite gender, specially curated to help you create genuine connections. At the end of the session, our mutual matching process helps your newfound connections continue beyond the event. Your experience doesn’t end there. You will be invited to a private Telegram group for one week, providing the opportunity to continue conversations either in the main group or privately with your matches. Your ticket includes: ✨ 1 complimentary drink ✨ Guided group rotations ✨ Mutual matching ✨ A week-long facilitated Telegram chat group If you’re looking to meet new people, expand your circle, and potentially discover someone special — this is an event designed for you. **Cost:** BFF (Best Friends Forever) - 2 Ladies' Tickets $39 Lady's Ticket $29 Gentleman's Ticket $48 This event is organised by **CompleteMe Dating Agency**. Founded in 2012, CompleteMe is a Singapore-based dating agency known for its curated dating events and speed dating sessions designed for working professionals. Having organised over 1,000 dating activities, the agency has helped countless singles meet, connect, and build meaningful relationships over the years. As a legit dating agency, CompleteMe conducts verification checks to ensure that all participants are legally single.

**Building a great product is one thing—building momentum behind it is another.** Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations. In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch. You’ll walk away with insights on how to: * Build and sustain momentum across teams * Adapt to changing priorities without losing direction * Scale products thoughtfully in complex environments Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward. Come connect, learn, and swap stories with fellow product professionals. \-\-\- Food and drinks will be provided by Switchbox, our generous host. Free parking will be available at the front and back sides of the Switchbox Office.

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

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!

**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** TBD **YouTube Link** TBD

**🦋 Real Speed Dating Online for Detroit Singles Personality Matched** On the night, you'll sit down for host-managed one-on-one rounds with Detroit singles your age curated by personality quiz, as an experienced host steers the pace. Prior to the event, you submit a short personality questionnaire — the information you provide there to pair you intelligently with Detroit locals, making every round feel more natural from the first minute. After all the rounds, match notifications go to both parties — with no one-sided reach-outs ever happening — and you decide your next step from there. **Your age group is your key — pick it below:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=532.0&productType=onlineSpeedDating&city=Detroit&groupurlname=club-for-serious-connections-day-trips&ar=55+&face_v=4.0) **⚠️ Important:** Your rsvp here is not a registration confirmation, so register through your age group link above and complete the personality quiz — places close once the group is full so sign up early, and only a completed registration locks in your seat. --- **How it works** 1. **Lock in your place** – using the link for your age bracket, then finish the personality questionnaire, since this is how you are officially confirmed. 2. **Hop on** – by clicking the Zoom invite at the event time, laptop phone or tablet — your choice, all work fine, and a host is live and will walk you through everything. 3. **Take part in the rounds** – host-guided one-on-one rounds with compatible Detroit singles in your bracket, as the host handles all transitions so conversations stay natural, as the quiz results already did the work of choosing who you meet. 4. **See your results** – after all rounds finish mutual matches are distributed privately, as privacy is guaranteed for all non-mutual selections, and once you have it you decide how and when to connect. **Perfect for:** - Anyone calling Detroit home wanting to escape digital dating that never converts to anything real and want to meet real locals without the faff. - Individuals in Detroit who are tired of app fatigue and empty match queues and want to talk to real people tonight. - Locals living in Detroit getting away from app fatigue and empty match queues and want real chemistry over profile photos. - Daters within Detroit who are tired of matches that ghost after two messages and are ready for something genuine instead. --- ✨ Done with apps — start here — use the link above to register and the host takes it from there this time. Your next chapter might start tonight. 🔥 ✨

**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 John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.