Cloud Security

**The Experience** Let’s kick off the weekend from the highest point in Bugis! We are meeting at the iconic rooftop garden of the Andaz for outdoor drinks, 360-degree city views, and high-quality conversation. **Why 6:30 PM?** We are starting early to catch the final 30 minutes of the **"Happier Hour"** deals (which end at 7:00 PM) and to watch the sun set over the Singapore skyline. It’s the perfect way to transition into a relaxed Friday evening. **Who is this for?** This is a curated, small-group gathering for professionals and entrepreneurs (40+) who value genuine connection in a sophisticated environment. **Important Logistics:** * **RSVP Limit:** Strictly limited to 6 people to keep the conversation intimate. * **No Guests:** Please join as an individual so we can all focus on meeting new people. * **Payment:** There is no event fee. To keep things simple, everyone settles their own tab (pay-as-you-order) directly with the bar. * **Seating:** As this is a popular rooftop, I will arrive early to secure a spot in the garden. Please arrive on time so we can all be seated together!

**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.

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 14 and above.** Samba is a fun, upbeat, lively dance that progresses counter-clockwise around the floor. It is characterized by its syncopated timing, bounce, rolling hip action and pelvic tilt and a great deal of rhythm is expressed throughout the torso. ### **Address** 80 Chay Yan St, Block 80, Singapore 160080 ### **Schedule** Saturdays 4PM - 5PM ### **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.

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!

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.

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

Have a curated boardgaming experience with our game masters Ipshy and Jash! Meet a diverse group of newbie and experienced gamers. ***\*\*Intro to Blood on the Clocktower\*\**** **Pricing:** Choose 1 of the slots: * Slot A: 3pm -6pm * Slot B: 6pm-9pm * Full Day: 3pm-6pm Each slot is $15 and full day is $25. We provide unlimited non-alcoholic beverages You can use delivery apps on location and can Bring-your-own-snacks ***Follow us on Instagram for new games and gaming experiences*** **Number of players:** * 12 Players **Please also note the following:** * Since slots are limited, please remove RSVP at the earliest * For newbies, game teaching time is 15 mins * Since each game is around 90 minutes, do be courteous and not abandon a game in the middle. Be mindful of the time during your turn. * **You will be playing at someone's home**, please be mindful of the surroundings. Address will be given to attendees on the event day. By signing up for this meetup, I agree to the terms and conditions set above **How to reach us:** [Join our BOTC Community](https://chat.whatsapp.com/JeMZM1yIRj56OKxOf0JBEO?mode=ac_t) To stay updated with impromptu social gaming [Follow us on Instagram](https://www.instagram.com/desiboredgamers/) for more table top content and BTS of our game nights

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.

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.

**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** Sundays 12PM - 2PM ### **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.

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 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.

On Thursday, May 21, 2026, we will meet at the 700N Conference Room at 700 N Hurstbourne Pkwy. Doors will open at 6:00 p.m., and the presentations will begin sharply at 6:30 p.m. Along with an excellent presentation, TEKsystems will provide food. Please RSVP so we know how much food to order. Afterward, we will go to Brick House Tavern for drinks and food to continue the conversation. The session will also be broadcast at https://twitch.tv/TaleLearnCode. ### **GitOps: Easy Deploy and Even Easier Rollback** GitOps isn't just for containers. The methodology of deploying from a build is now baked into our culture. Take it a touch farther with infrastructure as code and a few extra techniques, and you can reliably deploy to any platform: cloud, on-prem, container, PaaS, and more. Join us as we learn the methodology of GitOps, the critical pieces you need in place, and the elegance of rollbacks with GitOps. You'll leave with a working repo of deployment techniques that doesn't consume any paid tools or container-specific techniques.

**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

What does a trojan look like when it has over 900k+ combined installs and a Forbes write-up? Exactly like a legitimate Chrome extension. This session presents a technical dissection of two Chrome extensions, each with over one million active installations — that functioned as trojans in production environments, evading detection while operating through entirely legitimate browser APIs. These were not obscure tools. They were widely trusted, actively recommended, and covered by mainstream press before their malicious behavior was fully understood. We will walk through the actual source code of both extensions, showing precisely how the malicious functionality was constructed, concealed, and executed at scale. This analysis anchors a broader examination of how modern compromises actually succeed. Drawing on aggregated real-world incident data, we identify the technique categories currently delivering the highest adversary return, and why they keep working. Spoiler: it's rarely a zero-day. It's trust. The Chrome extension deep-dive will cover: * Line-by-line source analysis of how malicious functionality was embedded within working, useful software * Which browser permission scopes were abused, and why a million users — and their IT teams — didn't see it coming * The behavioral and structural indicators that distinguish a trojan extension from a legitimate one, and how to operationalize detection around them This session closes with a practical defensive prioritization framework built around observed attacker behavior: which mitigations are measurably reducing risk in production environments, which are consuming budget without impact, and a scoring methodology your team and leadership can apply immediately. **Source material:** Primary analysis of extension source code, corroborated by reporting from Forbes and other established outlets. **What this is not:** A vendor pitch, a speculative threat narrative, or a surface-level breach retrospective. **Who should attend:** Security architects, AppSec and cloud security practitioners, blue team leads, threat hunters, browser security practitioners, and security leaders responsible for prioritizing risk and investment decisions.

Sleep in on Sundays. When you've had your fill of pajama-time, roll out and have some tasty brunch with your fellow Humanists!

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)