Scientific Computing

**You’re not in the wrong career.** **You’re just in the wrong lane.** [Career Clarity Workshop](www.authenticmoment.sg) From the outside, everything looks fine. You’re competent. Responsible. Maybe even successful. But inside: * You feel stuck or disconnected * Work drains you more than it should * You’ve outgrown your role, but don’t know what’s next If this feels uncomfortably accurate, this workshop is for you. **Career Clarity Workshop: Find Your Right Lane** A focused, small-group workshop for professionals (especially for professionals in their mid-30s - 40s) who are at a career crossroads, not because they failed, but because they stayed too long in a path that no longer fits, you have "googled" career change and find nothing actionable. This is not a motivational talk. **It’s a structured working session.** **What Happens In The Room** The SHIFT Career Clarity Workshop runs for 3 hours using a proprietary methodology built specifically for senior professionals navigating meaningful career transitions. You will work through a structured framework covering your burnout source, your core strengths via a CliftonStrengths deep dive, your career identity, your future direction, and a concrete action plan, all completed before you leave the room. **Every Participant Walks Out With** ✓ CliftonStrengths Assessment results (Full 34 Report) ✓ Your written career identity statement - in your own words ✓ Written 30-90-180 day action plan- built during the session, not assigned as homework ✓ 30-day accountability check-in — WhatsApp or email follow-up after the session **What Is Included** * CliftonStrengths Assessment — SGD 90 * 3-hr SHIFT Career Clarity session — SGD 450 * Proprietary SHIFT Canvas (physical) — SGD 80 * Written 30-90-180 day action plan — SGD 200 * 30-day accountability check-in — SGD 150 Total Value: SGD 970 **Your Price: SGD 350** **The Clarity Guarantee** We stand behind this fully. Complete the session, fill your SHIFT Canvas, and leave with your written plan. If you do all three and still score your career clarity below 7 out of 10, we refund your full SGD 350. No questions asked. No awkward conversation. Just a clean, full refund within 48 hours. You walk in with nothing to lose and everything to gain. **Conditions:** * Full attendance required. * Canvas must be completed. * Post-session clarity score below 7/10 * Refund request submitted within 48 hours in writing. **Event Details** * Duration: 3 hours (3pm-6pm), 17 May (Sun) 2026 * Format: Small group (limited seats for depth and interaction) * Investment: SGD$350 - Please whatsapp 91095371 to book. * Location: LYF Farrer Park, Room - Collab 2 Perumal Rd, #01-01, Singapore 218773 **Seat is only confirmed upon payment.** If you’ve been telling yourself “maybe later”… this is your moment to step out of autopilot and choose your direction with clarity. Email to secure your spot.

We had a badminton session at **Bidadari Community Club@Woodleigh Mall** on Sunday **17th May 2026**. Welcome all high beginner and Low Intermediate players to join us for some badminton workout. * 10:30am - 12:30pm * Low Intermediate and above Player Only. * Court 2 * 2 hours per session * S$10 per session * Shutter provided (RSL Supreme) * Location - Bidadari Community Club, 11 Bidadari Park Drive 367803. * Do join us if you are available.

**Check out [funeventssg](https://www.instagram.com/funeventssg/) Instagram for the latest updates!** **RSVP on the main page @** **[https://www.meetup.com/livelaughlovesg/events/314626865/](https://www.meetup.com/livelaughlovesg/events/314626865/)** **[Social Event for the Young @ Heart] Sing Nostalgia with New Friends Your Age!** **As per the title, there will be various rooms for various age groups so do come and sing your era's songs with new friends of your age group! Feel free to hop around to other rooms to make new friends too!** **There will also be a cookie break for those who wants to chat with their new friends at the lounge over atas cookies sponsored by funeventssg!** **Both locals & expats are welcome! All ages are welcome!** **Everyone is welcome, regardless of race, language, religion or nationality! Bring your friends & family & make special song requests for a truly personalised experience!** **If you are bringing your friends & family, please type your group leader's name when you RSVP so that the best arrangements can be made for you! For the shy ones, feel free to join us if you simply want to listen!** **Date: 17 May 2026 Sunday** **Time: 6.30pm to 10.30pm** **Location: Cash Studio Clarke Quay Central** 6 Eu Tong Sen St, #03-21, Singapore 059817 **Entry Fee: SGD18nett** **inclusive of FREEFLOW non-alcoholic drinks!** **IMPORTANT:** **1 You need to register for this event.** You have to pay a much higher entry fee & may not be guaranteed of a seat if registration is not done. **2 Upon entry, you have to make payment of SGD18nett to Cash Studio. Inform the staff you are there for a Meetup event & keep the receipt as proof of payment.** Thereafter, you will be given a wrist tag & you are free to move around the various themed rooms to enjoy the songs & ambience! **3 Participants are strictly not allowed to take photographs or video recording of others at the event without permission.** The organiser has the right to ban & evict anyone who refuses to adhere to this rule. **4 Photographs will be taken by the organiser at the event for marketing & publicity.** Should you be uncomfortable with that, kindly inform the organiser to omit you in the photographs. **5 Please be considerate. As seats are limited, kindly un-RSVP if you are unable to make it.** **6 Please ensure you have no close contact with Covid-19/Mpox positive person(s) within the last 5 days.** **7 Please wash your hands with soap & be hygienic at all times. If you are playing someone else's games, kindly ensure your hands are clean & have no food etc.** You wouldn't like it if others dirty your games right? **8 Please take turns & wait for your turn *(one song per turn)* to sing.** This is to ensure that everyone has a chance to participate in the singing. **9 No form of solicitation, MLM, investment, scam or harassment will be tolerated.** Kindly inform the organiser on the spot should you encounter anything that makes you uncomfortable. **10 Please take care of your personal belongings. Exchange of any contact information is solely at your own discretion. The organiser is not accountable for any incidents or loss of personal belongings.** **The organiser reserves the right to deny entry to anyone who fails to comply with the rules.** **By signing up for this event, I agree to the terms & conditions stated above to ensure a safe and conducive environment for all! :)**

A relaxed Sunday brunch with good food, good drinks, and even better conversation. Six seats, one table, and a mix of people you haven't met yet — that's the whole idea. I plan to keep every brunch small on purpose. Six people means everyone gets heard, conversations go somewhere, and you actually leave knowing the people you sat with. **Before you join — a couple of things** This event is carefully put together, and I'd like to keep it that way. Before your spot can be confirmed, please make sure: * Your Meetup profile has your **real name** * You have a **clear photo of yourself** \- not a logo\, not a pet\, not a landscape Once that's sorted, **send a WhatsApp to 8152 7329** to convey your interest. Spots are only confirmed by the host — do not turn up unless you've received confirmation directly from me. **Please read this part** Life happens, I get it. But with only six seats, a last-minute cancellation or no-show leaves a gap that's hard to fill. Out of respect for everyone at the table: No-shows will result in a ban from the group. If you're canceling with less than 48 hours to go, please WhatsApp me first as a courtesy. **See you Sunday.** ☀️

HI EVERYONE. The Wolf King has finally returned. And this time… he’s hungry again. After a long disappearance, steps back into the shadows — bringing with him the hunt, the chaos, and the mind games you’ve been missing. New players, veterans, bluffers, quiet killers… all are welcome. Just remember not everyone here is human. ## 🩸 LETTER FROM THE WOLF KING Listen well, fragile villagers. I have been away… but the hunt never stopped. The forest has grown silent, and my pack has thinned. But now, under the rising blood moon, we gather once more. Some of you will stand with me. Most of you will fall. You may think this is a game — but when night comes, you will learn the difference between hunter… and prey. Come. Sit at my table. Let me see if you survive the night. Sincerely, Wolf King Details: New Players, can come earlier! (from 1pm) Time: 1pm - 6pm (5 hours) Venue: Goodspeed Game Cafe @ Ang Mo Kio Block 710a #02-2625 , (5 mins walk from MRT station) Above 24 hour 思家客Scarlett Supermarket。 **Entry fees : $12/- with 1 can and free flow of snacks !**

We had a badminton session at **Potong Pasir Community Club** on Saturday **17th May 2026**. Welcome all High Beginner and Low Intermediate players to join us for some badminton work out. * 1:30pm - 3:30pm * High Beginner and Low Intermediate Players. * Court 2 * 2 hours per session * S$10 per session * Shuttles provided (RSL Supreme) * Location - 6, Potong Pasir Avenue 2, 358361at

**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.

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.

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

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.

**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

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

We connect you with up to 30 Men or Women tennis partners close to your PLAYING REGION and skill level. This program is less competitive, no champions crowned, no league standings just dedicated tennis partners who want to meet up with you on the courts. Players will meet up to play a tennis match or just to hit around. Just go through the [Join Page](https://www.tenniscolumbus.com/partner-program) to enter this program. [https://www.tenniscolumbus.com/partner-program](https://www.tenniscolumbus.com/partner-program)

**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

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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)