Mobile Health

Hello everyone! Join us for an IN PERSON Apache Kafka® meetup on May 18th from 6:30pm, hosted by IMDA in Singapore! **📍 Venue:** IMDA 10 Pasir Panjang Rd, Mapletree Business City Level 5 Events Room 1&2 Singapore 117438 \*\*\* **🗓 Agenda:** * 18:30pm - 19:00pm: Food, Drinks & Networking * 19:00pm - 20:00pm: Jun Rao, Co-founder, Confluent * 20:00pm - 20:30pm: Additional Q&A / Networking \*\*\* **💡 Speaker:** Jun Rao, Co-founder, Confluent **Talk:** Queues for Kafka **Abstract:** Event streaming is great but sometimes it's easier to use a queue, especially when parallel consumption is more important than ordering. Wouldn't it be great if you had the option of consuming your data in Apache Kafka just like a message queue? For workloads where each message is an independent work item, you'd really like to be able to run as many consumers as you need, cooperating to handle the load, and to acknowledge messages one at a time as the work is completed. You might even want to be able to retry specific messages. This is much easier to achieve using a queue rather than a topic with a consumer group. KIP-932 brings queuing semantics to Apache Kafka. It introduces the concept of share groups. Share groups let your applications consume data off regular Kafka topics with per-message acknowledgement and without worrying about balancing the number of partitions and consumers. With this KIP, you can bring your queuing workloads to Apache Kafka. Come and hear about this innovative new feature being added to Apache Kafka 4.1. \*\*\* If you would like to speak or host our next event please let us know! [community@confluent.io](community@confluent.io)

Whether you are looking to buy your first home or considering investing in real estate properties, this meetup is perfect for beginners in real estate investing. Book Coach Douglas for an informative session on the basics of real estate, different investment strategies and how to make the most out of your property purchase for personal use or as an investment. Take the first step towards achieving your financial goals through property ownership. Don't miss out on this opportunity to learn and grow your real estate knowledge!

We are playing at Tebing ln, Punngol. Welcome beginners and intermediate to join us. Feel free to pm if you have any enquiries. thanks 😊 Add my xiaohongshu id: 27421369691 我们在tebing ln, Punggol 玩匹克球。欢迎新手 / 中等水平球友加入我们！如果有什么问题可以私我， 谢谢～ 欢迎加我小红书ID: 27421369691

Capacity of event is number of tables X 4. Having a waitlist does not mean event is full. It is for me to prioritize people as per the following clause: *Priority is given to regulars, past attendees, intermediate and above level players, players who have their private message function switched on and people whom I have met before. If I am unable to contact you, I cannot ask for your availability and skill level etc and you will be stuck in the waitlist forever and ever.* This is to ensure that the skill level of players are decent and to eliminate no shows. • Find us at the following tables in bishan sports hall.. 1,2,3,4 Ensure you are feeling well before taking part. Do not attend if you are not feeling well. *NO GATECRASHING! • Do bring your own bat. Balls would be provided. - By participating in this event, you agree that the organizer shall not be held liable to any injuries or damages sustained by you as a result of taking part of this event. • If for some reason you aren't able to make it on that day, please update your status to "Not Going" at least one day in advance. The earlier you update your status, the easier it is for me to find a replacement. \*\*\*\*\*NOTE: FOR THOSE WHO HAD RSVP BUT 1. DID NOT TURNED UP ON THE DAY OR 2. DID NOT INFORMED THAT THEY AREN'T ABLE TO MAKE IT OR 3. DID NOT WITHDRAW RSVP WHEN THEY CANNOT MAKE IT, ON THE FUTURE MEETUP WHICH YOU RSVP, YOU WOULD BE BLACKLISTED. 1. REPEATED OFFENDERS (MORE THAN 2 TIMES) WILL MEAN AUTO DROP DOWN TO "NOT GOING" LIST IF I SEE YOUR NAME ON RSVP LIST ON THE NEXT MEETUP. \*\*\*\*\*\* Any questions, please feel free to drop me (John Tenergy) a message. Cheers

Join our 1 hour HIIT bootcamp session for a good cause! 💪💖 Monday @7:30pm The Lawn@MarinaBay | Downtown MRT 💌 This month we are supporting www.aidah.org 💌 Fee: $10 (donation) UEN: T17SS0099L or cash 
Is this class for you? Yes! All fitness levels are welcome and we will make sure you enjoy the hour with us! 🥳 What to bring: Water and Towel, optionally a Yoga mat Please arrive 5 minutes early! If you're unsure about anything just text us!☺️ About us: We are a group of fitness enthusiasts regularly supporting AIDHA, ECDC Nepal and Cambodian children's fund by running fitness classes. COVID-19 safe measures: we want to make the bootcamp as safe as possible for everyone and work out by complying with the current valid covid -19 safe measures. We ask you to fill out our waver the first time you join: https://docs.google.com/forms/d/1up4iapcx14z82MIa0XtO5bq1BdQtQFJLDMc-Y94YT6M/edit

**Check out [funeventssg](https://www.instagram.com/funeventssg/) Instagram for the latest updates!** Looking for a fun & easy way to meet new people? Join us for a relaxed **Board Games Social Mixer** where everyone’s welcome! Enjoy **a wide selection of games**, **free-flow snacks & drinks**, & **plenty of laughs** along the way. No experience needed — come solo or bring friends & **make new connections** through **fun & play**! 🎲✨ **All are welcome, regardless of race, language, religion, nationality, age\* or marital status, as long as you are willing to participate in the activities!** *\*Children are welcome as long as there are accompanying adults* ^Couples, large groups of friends or colleagues who wish to play among themselves and/or with members of the public are welcome too as long as RSVP is made in advance **Coming with your own friends, colleagues or family? Feel free to join too & special arrangements for a private table will be made for you!** Date: **18 May 2026 (Monday)** Time: **6.45 p.m. — 10.30 p.m.** (It is fine if you can only arrive later) Venue: **THE MIND CAFE MEGA** **30 Prinsep Street #01-01 Singapore 188647** *For information on car parking & last trains, click [here](https://www.themindcafe.sg/locate-us/)!* Entry Fee: **SGD13 nett (Heavily Discounted Rate)** **Best Deal for the Largest Social + Gaming Event in SG!** Inclusive of **Self-service** **Freeflow Snacks**, **Freeflow Drinks** & **Unlimited Gaming** for the night! * **Nett price including GST & Service Charge!** * **Well-lit**, **spacious**, **high-ceilinged**, **cosy** & **clean environment!** * **The only social + gaming event** that can accommodate **200 pax!** * **More than 800 boardgames** to choose from! * A **wide variety** of **Self-service Freeflow Snacks & Drinks (non-alcoholic) that you can help yourself to!** You may also order a mouth-watering Main Course at SGD12.90nett which is cheaper than usual! * **Complimentary Token of Appreciation** if you **bring & host your own games**! (PM me in advance) * **Special discounts** for purchase of selected **[boardgames](https://www.instagram.com/p/CswLndaPs_r/)** **exclusively for this event**! \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- \- **IMPORTANT**: 1\. Please ensure you have no close contact with Covid\-19/Mpox positive person\(s\) within the last 5 days\. 2\. Entry fee to be paid to The Mind Cafe upon entry\. Please keep the receipt as proof of payment\. 3\. Participants are strictly not allowed to take photographs or video recording of others at the event without permission\. 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\. You are encouraged to wear your mask for your own safety\. 6\. Please be considerate\. As seats are limited\, kindly un\-RSVP if you are unable to make it\. 7\. Please observe hygiene when playing the games & treat the games with care\. You may consider using chopsticks/ forks to eat the snacks\. 8\. Please ensure that the games do not get wet\. Kindly use a coaster/ serviette if it is an iced drink\. 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! :)

Are your blood pressure, blood sugar, or cholesterol levels quietly rising — even though you “feel fine”? Most people don’t take action until it starts affecting their daily life… Low energy, poor sleep, stubborn weight gain, and relying more on medication. It doesn’t have to get to that stage. Join our **offline health sharing session** and discover simple, practical ways to manage the “3 Highs” — without extreme diets or complicated routines. You’ll learn: • Easy lifestyle shifts to support healthier numbers • Smarter nutrition choices that fit your daily routine • How to build sustainable habits for long-term wellness Imagine waking up with more energy, thinking more clearly, and feeling confident that you’re back in control of your health. Whether your goal is prevention, improvement, or maintaining long-term wellness — this session will give you actionable steps you can start immediately. Seats are intentionally limited to ensure a focused, high-quality experience. 👉 Secure your seat now — message us or register today before spots are filled.

Cap off the weekend on two wheels! Join us for a community ride-out as we make our way to the [Toyota Connected in Mobility Showcase at Marina Bay Sands Event Plaza](https://www.toyota.com.sg/toyota-connected-in-mobility), Singapore's flagship sustainability event celebrating greener ways to move through our city. Whether you're a longtime Brompton rider or simply someone who believes in moving smarter, come roll with us to the waterfront and be part of something bigger. Join our ride or meet us at Marina Bay Sands Event Plaza. **Not able to make it on Sunday? Join us on Saturday with Rapha Small Wheels:** [https://events.rapha.cc/products/rapha-x-brompton-small-wheels-only-ride](https://events.rapha.cc/products/rapha-x-brompton-small-wheels-only-ride) **Please familiarise yourself with the route (see link below). This is a "for the community by the community" ride to the showcase, so it will not be a fully facilitated ride.** ### 📅 Event Details * **Date:** 24th May 2026 (Sunday) * **Attendance Taking:** 8:30 AM * **Flag Off Time:** 9:00 AM * **Duration:** Approximately 2 hours ### 📍 Route Information * **Start Point:** The Stadium MRT Station * **End Point:** Marina Bay Sands (In front of Rain Oculus) * **Distance:** Approximately 9 KM * **[Route](https://ridewithgps.com/routes/55094951?privacy_code=ahzMTD9049aOMGnIcvK7AU50iwGiv0iM)** * **Speed:** 10–12 KM/H (Casual pace) **This is a great ride for beginners.** * **Difficulty:** 🚴🚴⚪⚪⚪ (2 / 5) * **Route Type:** PCN & pavement *(Some sections may be uneven and narrow — ride with care)* * **Max Elevation:** \~54 m ### 🛑 Pit Stops * **Pit Stop 1:** Below barrage , water cooler + toilet break * **Pit Stop 2:** Impromptu stops ### 🚲 Ride Information * **Recommended Bike:** Brompton * **Ride Leader:** Swee Aik Khor * **Purpose of Ride:** Green Mobility Celebration ### 🎒 What to Bring * Water Bottle * Helmet *(Compulsory)* 🚴‍♂️ **Ride Liability & Waiver** Everyone is welcome — **no one will be left behind**. In the event of wet weather, updates or any change in plans will be posted on **Instagram** for all participants by **6:00am on Sunday, 24th May 2026**. Please note that **helmets and bikes are compulsory**. By signing up for the ride, you are accepting our terms and conditions as stated below: **IN CONSIDERATION** of your participation in the **Brompton Ride on Sunday, 24th May 2026**: 1️⃣ I acknowledge, agree, and represent that I understand the nature of bicycling activities and that I am qualified, in good health, and in proper physical condition to participate. I understand the ride-out will be conducted on public pavements and facilities open to the public, where travel hazards are expected. If at any time I believe conditions to be unsafe, I will immediately discontinue participation. 2️⃣ I fully understand that: • (a) Bicycling involves risks and dangers of serious bodily injury, including permanent disability, paralysis, and death (“Risks”). • (b) These Risks may result from my own actions, those of others, the conditions of the ride, or negligence. • (c) There may be other unforeseen Risks or losses. • (d) I fully accept and assume all such Risks and responsibilities for any losses, costs, or damages I may incur as a result of participating. • (e) I acknowledge that **Brompton Bicycle will not be liable** for any accidents or damages occurring during the ride-out.

Are you walking correctly? Walking is one of the most natural human activities, but most of us aren't optimizing our stride for health and fitness. It’s time to turn your daily steps into a powerful, fat-burning tool. Join us early for the MetaWellness Fat-Burning Walking workshop. This session goes beyond a casual stroll; it is an active workshop designed to teach you the biomechanics of mindful, effective movement. Led by **JJ Mok, Accredited Mindfulness Coach**, you will learn how to align your body and mind to increase fitness, aid weight loss goals, and completely transform the way you walk. **What You’ll Learn in This Session:** * **👣 Proper Walking Technique:** Forget lazy strolling. We will teach you how to develop strong posture and an engaging, powerful stride that protects your joints and engages more muscles. * **🔥 Fat-Burning Principles:** Discover the specific techniques that turn a regular walk into a calorie-torching workout, helping you burn more energy with every step you take. * **🧘‍♀️ Breathing & Mindfulness:** Learn to integrate mindful breathing with your movement. This enhances mental focus, reduces stress, and helps naturally boost your metabolism. **Who Should Attend:** This session is perfect for anyone looking to improve their physical health, lose weight sustainably, or simply gain more energy from their daily routine. All fitness levels are welcome. **Event Details:** * **Time:** 7:30 AM – 9:00 AM * **Location:** [Entrance](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")/[Exit A](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") - [Botanic Gardens MRT Station](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") ([CC19](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") / [DT9](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")) * **Instructor:** JJ Mok, Accredited Mindfulness Coach **What to Bring:** * Comfortable walking shoes or trainers * Water bottle * Sun protection (hat/sunscreen) if outdoors * An open mind ready to learn! **Start your weekend with intention, movement, and vitality. Secure your spot today!**

**Discover the Healing Power of Pranic Healing & Twin Hearts Meditation!** Join us for a complimentary introductory talk, meditation, and healing event on every Tuesdays, 7.30pm\~9.30pm. Pranic Healing is a powerful energy healing modality that can help you achieve better physical, emotional, mental and spiritual health. It is a non-invasive, non-touch healing technique that uses prana, or life force energy, to cleanse, energise, and balance the energy body. During the introductory talk, you will learn more about Pranic Healing, how it works, and the many benefits it can offer. You will also have the opportunity to experience Pranic Healing for yourself with a complimentary session from our Pranic Healing volunteers. In addition to the introductory talk and healing session, you will also get to experience Meditation on Twin Hearts. This meditation is a simple yet powerful practice that can help you achieve inner peace, harmony, and love. It is also a great way to connect with your higher self and with the divine. This event is open to all ages 16 and above, but registration is required. To secure your seat, please sign-up at the link below. We hope to see you there! **Date:** Every Tuesdays **Time:** 7.30pm-9.30pm **Venue:** Downtown Gallery #02-09/10 Open to All, including public, who are 16 years of age & above. *Complimentary!* [Register your seat](https://form.jotform.com/210080203650438)

🌿 Adventure Unlimited Live Share Care Walk – Pack2Treat Support Event 🌿 Join us for a meaningful morning of connection, care, and gentle movement in support of Pack2Treat. We begin our Live Share Care Walk from **Katong Park MRT (Exit 1)**, stepping out into the soft coastal air where the east coast breeze meets early morning light. The route carries us through a refreshing blend of sea-side calm, park connectors, and river-side paths, where city noise slowly fades into rustling trees, open skies, and the rhythm of shared footsteps. This is not just a walk — it is a journey through Singapore’s everyday beauty, from coastal neighbourhoods into the heart of our river corridors, ending at Geylang Bahru Market. At Geylang Bahru, we come together for a lunch distribution for elderly residents, especially seniors living alone. This is the heart of our purpose — to share warmth, dignity, and care through food and presence. After the walk, all participants are warmly invited to: \*Grab a simple brunch before spend time supporting older hawkers, provision shops, and mom-and-pop stores in the market These small businesses and elderly vendors are part of the same living fabric we are walking for — let’s continue that care with our choices and support. 🕛 Important reminder: Lunch for the elderly will be served by 12 noon sharp, so please enjoy a light brunch beforehand and return with energy and heart for the service. Let’s walk not just for health, but for community. For our seniors. For our hawkers. For each other. 🌱 Walk Distance : 9km - 2 hrs easy Brunch and Food marketing : 1.5 hr Food distribution : 1 hr **As of May all pack2treat schedule will be change so that participants can join us to shop and distribute food . Previously due to timing food distribution is handled by pack2treat volunteer closer to dinner time. Pack2treat's volunteer will assist and guide on food marketing and distribution the day.** **Please read this:** #1 – Attendance. This is a number-controlled event. Please come only if you are on the attending list. Please check your calendar and make sure you can come before RSVP, so as not to deny someone else who genuinely wishes to come. #2 – Punctuality. We will move out at 8.05am sharp. We are not able to wait for latecomers. #3 – Early Departure. Please inform the Event Host if you need to leave early. #4 – Waitlist. Please note that the waitlist may not be processed in order. We may prioritize spots for participants training for upcoming hikes/ trips. #5 – Weather. In case of severe weather conditions, we will provide an update or adjust the route accordingly. Important Liability Notice: By joining this walk, you acknowledge that you are participating voluntarily and understand the physical risks inherent in this activity. AU is not responsible for any injuries, accidents, or health complications that may occur during the walk. Please ensure you are medically fit and adequately prepared for the demands of the session. Thank you for your understanding! See you there! [https://vt.tiktok.com/ZS9YtwqwB/](https://vt.tiktok.com/ZS9YtwqwB/)

Join us for our next Live Share Care Walk as we journey through the Singapore River and its historic bridges, reflecting on Singapore’s story of trade, growth, and transformation. Starting from GreatWorld MRT Exit 1, we will walk through Robertson Quay, Clarke Quay, Boat Quay, and Fullerton/Cavenagh Bridge, tracing how the river shaped the nation’s past and present. A special highlight will be our stop at St Andrew’s Cathedral, where a special guides tour will be presented to better understand its rich history and the changes it has gone through over the years as one of Singapore’s most significant landmarks. We will end at Adventure Unlimited Basecamp where we will continue with Series 3 of 6 in our talk on Self-Care by Dr Marie reminding how mindfulness of our 5 senses can help. Come and walk, reflect, learn, and grow together. Walk about 6 km 90mins St Andrew Cathedral tour 45mins Light refreshment before sharing at 11am **Please read this:** #1 – Attendance. This is a number-controlled event. Please come only if you are on the attending list. Please check your calendar and make sure you can come before RSVP, so as not to deny someone else who genuinely wishes to come. #2 – Punctuality. We will move out at 8.05am sharp. We are not able to wait for latecomers. #3 – Early Departure. Please inform the Event Host if you need to leave early. #4 – Waitlist. Please note that the waitlist may not be processed in order. We may prioritize spots for participants training for upcoming hikes/ trips. #5 – Weather. In case of severe weather conditions, we will provide an update or adjust the route accordingly. Important Liability Notice: By joining this walk, you acknowledge that you are participating voluntarily and understand the physical risks inherent in this activity. AU is not responsible for any injuries, accidents, or health complications that may occur during the walk. Please ensure you are medically fit and adequately prepared for the demands of the session. Thank you for your understanding! See you there!

Join us for our next Live Share Care Walk as we journey through the Singapore River and its historic bridges, reflecting on Singapore’s story of trade, growth, and transformation. Starting from GreatWorld MRT Exit 1, we will walk through Robertson Quay, Clarke Quay, Boat Quay, and Fullerton/Cavenagh Bridge, tracing how the river shaped the nation’s past and present. A special highlight will be our stop at St Andrew’s Cathedral, where a special guides tour will be presented to better understand its rich history and the changes it has gone through over the years as one of Singapore’s most significant landmarks. We will end at Adventure Unlimited Basecamp where we will continue with Series 3 of 6 in our talk on Self-Care by Dr Marie reminding how mindfulness of our 5 senses can help. Come and walk, reflect, learn, and grow together. Walk about 6 km 90mins St Andrew Cathedral tour 45mins Light refreshment before sharing at 11am **Please read this:** #1 – Attendance. This is a number-controlled event. Please come only if you are on the attending list. Please check your calendar and make sure you can come before RSVP, so as not to deny someone else who genuinely wishes to come. #2 – Punctuality. We will move out at 8.05am sharp. We are not able to wait for latecomers. #3 – Early Departure. Please inform the Event Host if you need to leave early. #4 – Waitlist. Please note that the waitlist may not be processed in order. We may prioritize spots for participants training for upcoming hikes/ trips. #5 – Weather. In case of severe weather conditions, we will provide an update or adjust the route accordingly. Important Liability Notice: By joining this walk, you acknowledge that you are participating voluntarily and understand the physical risks inherent in this activity. AU is not responsible for any injuries, accidents, or health complications that may occur during the walk. Please ensure you are medically fit and adequately prepared for the demands of the session. Thank you for your understanding! See you there!

Summer Session, Thursdays, June 4 - July 23, 2026, from 6 to 8:30pm ET **NAMI Family-to-Family** is a free, eight-week program for family members, caregivers, and partners of individuals living with mental illness. NAMI Family-to-Family provides information about anxiety, depressive disorders, schizophrenia, bipolar disorder, and other mental health conditions. Other topics covered include communication, problem solving, treatment, and recovery.

Mental Health, how do you understand it? How can you improve it? How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went? Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence? Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp. This group is hosted by the Dianetics and Scientology Life Improvement Center of Central Ohio.

**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

It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went? Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence? Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp.

**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