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Meet other local Insurance Professionals to de-stress, talk about job opportunities, and network with others in the field.
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Frequently Asked Questions

Yes! Check out insurance professionals events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the insurance professionals events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find insurance professionals events near your location here. Connect with your local community and discover events within your area.

Insurance Professionals Events Today

Join in-person Insurance Professionals events happening right now

Options Income: Avoid Costly Trading Mistakes
Options Income: Avoid Costly Trading Mistakes
**RSVP**: [https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/](https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/) Many traders enter options trading for income… only to face unexpected, heavy losses. ​ trategies like **iron condors, naked calls, and naked puts** are often marketed as “high probability”—but the risks behind them are rarely explained. ​This 3-hour intensive seminar reveals **the good, the bad, and the ugly of options trading for income**, so you can protect your capital and trade with clarity. **RSVP**: [https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/](https://www.traders.sg/free-session/options-income-avoid-trading-mistakes/)
Centaurs Netball - Social Mixed Session
Centaurs Netball - Social Mixed Session
**🏐 Social Netball Night – All Levels Welcome!** Join us for a fun and friendly session of social netball (both men & women are welcome!!) – perfect for staying active, meeting new people, and enjoying the game at your own pace! 🗓 **Time:** 7:30 PM – 9:30 PM 📍 **Venue:** Australian International School, 1 Lorong Chuan, Singapore 556818 Big Gym (Indoors; Air-conditioned!!) (Nearest MRT: Lorong Chuan MRT) 🧢 **What to Bring:** * Sports attire * Sports Shoes * Water bottle * Towel (optional) 💰 **Cost:** Monthly Subscription - $25 / month (Up to 4 weekly sessions; min. 3 sessions) OR Ala-carte - $10 per Session (Cost covers court booking & sporting equipments) Whether you’re new to netball or a seasoned player, this session is open to all skill levels. We’ll do a quick warm-up & some ball drills before diving into games! RSVP early to secure your spot – limited spaces available! Do drop me a message at 87875095 if you are coming too! Looking forward to seeing you there!
Take Control of the 3 Highs - Simple Ways to Improve Your Health Naturally
Take Control of the 3 Highs - Simple Ways to Improve Your Health Naturally
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.
Couchsurfing Singapore Weekly Social Meetup
Couchsurfing Singapore Weekly Social Meetup
Hello there! Couchsurfing Singapore will be hosting a weekly social meetup where we will interact, make friends and talk about anything under the sun over a couple of drinks! There are no fees involved as we only value your presence and connection! This is a weekly meetup where we will discuss travel tips, adventures, current affairs, tech, hobbies, music, movies and anything you can think of. Please be respectful of others during the meetup. You can find myself, Kjello, Suraj or Shian Bang if you need any assistance before or during the meetup and we will gladly assist you! Drop a chat or comment if you require assistance before the meetup! Location: The Hummingbird Address: 3 Amoy Street, #01-01, Singapore 049948 Time: 8pm till late Join the group, to get up-to-date info on events, meetups and connect with other members (link to the whatsapp group will be sent to you)
Stock Meet at Tiger Brokers (08May2026)
Stock Meet at Tiger Brokers (08May2026)
**Important**: Upon RSVP, participants need to register on Eventbrite link for building security purpose. https://www.eventbrite.com/e/stock-meetup-tickets-1985558322392 **Overview** Stock Meetup is a free, informal gathering for general discussions and networking. For information-sharing only; not financial advice. **What to Expect** * An opportunity to meet and interact with fellow market participants in a causal setting. * A general discussion on recent market developments and overall market sentiment. * An open sharing session where participants may exchange perspectives and experiences. **Agenda** * 6:30 - 7:00pm: Welcome & ice-breaking session * 7:00 - 7:30pm: Facilitated group discussion * 7:30 - 8:00pm: Informal networking session **Event Details** * Cost: **Free** * Date: 08 May 2026 (Friday) * Time: 6:30pm to 8:00pm. * Venue: One Raffles Place Tower 2 **#20-63**, Singapore 048616 near Raffles Place MRT. **Notes** * Registration opens at 6:00pm. Participants are required to register at the Level 1 concierge before proceeding to **Level 20, Tower 2**. The session will commence promptly at 6:30pm. * By participating in this event, you consent to the collection, use and disclosure of your personal data by Tiger Brokers (Singapore) Pte. Ltd. (“TBSPL”) for purposes related to event administration, communications, and other purposes in accordance with TBSPL’s personal data protection policies. For more information on TBSPL’ Privacy Policy, please visit [https://www.tigerbrokers.com.sg/agreement/sgpolicy](https://www.tigerbrokers.com.sg/agreement/sgpolicy "https://www.tigerbrokers.com.sg/agreement/sgpolicy") **Disclaimer**: Under no circumstances does any information provided represents an investment advise or recommendation to buy or sell a security in this stock meet. 3 reasons why the community exists: 1. To share knowledge, gain wisdom from the stock market. 2. To network with people that have similar trading or investing styles. 3. To help new retail investors and traders learn from the experienced and a chance to properly participate in the stock markets in their life-long wealth building journey. More info on the facilitator and host: [https://www.stockheroapp.com/stockmeet](https://www.stockheroapp.com/stockmeet "https://www.stockheroapp.com/stockmeet")
Mingle & Connect (Fri, 8 May) M: 1981-89, F: 1983-91. singles social event.
Mingle & Connect (Fri, 8 May) M: 1981-89, F: 1983-91. singles social event.
Join us on Friday evening for a casual dining session with like-minded friends. Seat rotations will ensure everyone gets to mingle and interact with different participants throughout the event. 🎂 **Age range for this event:** \* Ladies: 1983 to 1991, with a slight extension to 1992 and 1993. \* Gentlemen: 1981 to 1989. For gentlemen who are 1-2 years below or above the range, you may apply for waitlist. If seats are available, we will consider your application. 🔗 For event description and more details, refer to: **[https://www.oneplusone.com.sg/upevents.html#mingle](https://www.oneplusone.com.sg/upevents.html#mingle)** 📍Venue: **a restaurant or food outlet in town and near MRT**. It may not be halal. Disclosed only to confirmed applicants. 🕖 Meet-up time: **7pm**. Session is until around 9pm or earlier. Cost: **$10** (admin fees only). Require prepayment of this admin fee. Dinner will be at own expense, with spending requirements from $8-$10 for meal. It's a casual and affordable spot. ✅\* *Please bring your Singpass mobile app for quick on-site verification that your marital status is Single (open app > View all > Family > Marital status). As a genuine organiser, we put in reasonable effort to check that attendees are single. If your status is unverified, the Contact List will reflect "Unverified" next to your name*. 📋\* Only verified singles who attend the entire session will receive the Contact List, which includes the names of the opposite gender. Applicants can voluntarily add any of their contact details (e.g. email, telegram, IG) to that list if they wish to. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 📝 **How to apply:** 1. Event is only for Singles who are S'poreans, PRs, EP & S-Pass holders. 2. To apply, RSVP in this Meetup page & we will follow up with you. You may also apply via the link above. 3. If you are shortlisted, we will directly request you to make payment. ❓If you have questions, please contact Jerald at 90170885 or [Lim.Jerald@gmail.com](http://Lim.Jerald@gmail.com)
Foil Developmental Group Class (Adults & Teens, Intermediate)
Foil Developmental Group Class (Adults & Teens, Intermediate)
**For ages 13 and above.** In this class, you will build on the basics from Foil Foundational Class and continue to learn more advanced technical skills and their applications, such as: * Different parries * Compound attacks * Counter riposte * Counter attack ### **Address** 231 Mountbatten Rd, BLK F, #01-01, Singapore 397999 ### **Schedule** Fridays 730PM - 930PM ### **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.

Insurance Professionals Events This Week

Discover what is happening in the next few days

CPF Changes in 2026 — Do you know what it means for YOU?
CPF Changes in 2026 — Do you know what it means for YOU?
**Turning 40–50 soon? Your CPF might not be enough…** Join our **FREE 1-hour CPF & Retirement Talk** and learn: ✔ What is CPF LIFE & which payout suits you ✔ How much you REALLY need to retire ✔ Smart ways to build your retirement portfolio 📅 9 May 2026 (Sat) 🕒 3pm – 4pm 📍 78 Shenton Way (WMC Centre) Limited seats. Light refreshments provided. 👉 Register now before it’s full. Please contact me 94231078 for RSVP
BLACKS Floorball Club Leisure Session
BLACKS Floorball Club Leisure Session
**No parking within school compound this weekend** **Follow us on instagram @blacksleisure for directions to venue and more info!** Or refer to video here Public Transport https://youtu.be/jJs5TaGIPfs?si=KXXIUgVuW5GApZgV By private car https://youtu.be/xJP9H9hsXyU?si=4RcDGw5cLyPOvvma **Come join us for a session of leisure floorball to make new friends and workout!** 🍪All levels of expertise, age group and gender are welcomed. 🍪No experience needed. 🍪Come dressed in sports attire will do! 🍪Equipment will be provided. 🍪 A small fee of $5 only We also offer opportunities to play competitively. We have 3 men league teams and a ladies league team. We want to build physical and mental fitness through sports and start a ladies competitive team in the near future. PS: Beginners are encouraged to come earlier 10 mins for introduction to sport. There will be a section of court used for training of newbies. Pls only rsvp if you are sure to turn up so as not to hog slots for others.
✅[CONFIRMED] Gunung Berembun @ 1014m Hike + WWII Plane Crashed Site
✅[CONFIRMED] Gunung Berembun @ 1014m Hike + WWII Plane Crashed Site
**⛰️[CONFIRMED] Gunung Berembun @ 1014m +** **WWII Plane Crashed Site Historical Hikes** **📅 Date: 8–9 May 2026 (Fri–Sat)** **🌟 EVENT DETAILS** **Promo Price: $133/person** **(Registration closes on 6 May 2026, 5pm)** **💰Usual Price: $160/person** **�� INTERESTED?** **�� WhatsApp: 94884478 (Wilfred)** **�� Sign up here:** [https://www.meetup.com/lets-go-travelling-hiking/events/313369723/](https://www.meetup.com/lets-go-travelling-hiking/events/313369723/) **📍 HIKE OVERVIEW** 🏔️ A unique highlight of this hike is the World War II crashed bomber site, located about 1 hour from the summit. **🥾 HIKE DETAILS** Altitude: 1014m / 3,326 ft Elevation Gain: \~624m ± Distance: 5km (one way) / 10km (return) Duration: 8–12 hours (include rest & photo) Difficulty: ⭐⭐⭐⭐⭐⭐ (6/10) **🌿 TRAIL HIGHLIGHTS** 🌊 Lata Berembun – Waterfall, first checkpoint & campsite ⛺ Gua Kambing – Campsite with water source & rock shelter 🏔️ Summit Push – Steeper ascent towards the peak ✈️ WWII Crash Site – Historical aircraft wreck location 🌺 Expect beautiful wildflowers, tropical plants & birdlife along the trail. 💳 PAYMENT Please PayNow $XXX / person to: UEN: 201727764C Wilfred Go Travelling & Hiking Pte Ltd OR Bank Transfer to: DBS Current Account: 0029069789 📲 After payment, WhatsApp 94884478 (Wilfred) with screenshot receipt **TA License No 03066** **TA NAME: WILFRED GO TRAVELLING & HIKING PTE LTD** **To Connect With Us:** **Telegram Channel: [https://t.me/wilfredtravelsg](https://t.me/wilfredtravelsg)** **Whatapps Channel:** **[https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l](https://whatsapp.com/channel/0029VaJmIsU9mrGTPqpect3l)** **Facebook: [https://www.facebook.com/events/calendar](https://www.facebook.com/events/calendar)** **◾INCLUDE:** \* 1 Event Host \* Mountain Guide/s \* Hiking Permit \* Transportation Van < 14 person Bus >15 person \* Group Dinner is only included if group-size is 10 or more **◾EXCLUDE:** -Personal Insurance -Items Not Mentioned In Itinerary **Suggested Itinerary:** (Friday) 1000pm -Meet Maxi-Cash next to Marsiling MRT Bus Stop 1005pm -Depart to Woodland Custom (Sat)(D) 11pm-Depart JB Custom 2am-Rest Area Wash-up, Breakfast & Pack Lunch 4am - Briefing commence hike 7am Lata Berembun 9am CP1 Gua Kambing, rehat & Last Waterpoint (LWP) 11am Puncak Gunung Berembun 1pm Air crash site 230pm Summit Gunung Berembun 330pm Gua Kambing (Cave) 430pm Lata berembun 6pm-Rest Area Washup 7pm-Dinner 10pm-JB Custom 11pm-Marsiling MRT **Disclaimer, Indemnity and Terms of Participation:** The participant acknowledges that this is an adventure trip. The itinerary serves as a guide only and changes may be required. All participants are strongly advised to have travel insurance. The participant agrees to assume all risks and indemnifies the organizers against all claims, disputes.
Liquid Convo | Curated Cocktails
Liquid Convo | Curated Cocktails
**New Chapter, Better Cocktails, made just for you ✨** Your social circle shouldn't shrink just because your schedule is full. **Liquid Convo** invites you to \*\*\*Curated Cocktails \*\*\*– an intentional space to meet, chat, and build new connections in a relaxed, welcoming environment over food and drinks. This ***cocktail experience*** offers a private space for just our guests, coupled with the expertise of the in-house mixologist at KAI BAR, for a cosy Saturday night social experience. Skip the small talk and the "usual" spots. **Only 20 slots available — [grab your seat at Luma](https://luma.com/5aylknce)** *Note: RSVPs on Meetup do not guarantee entry, please purchase tickets online prior to event start.* **✨ Why Join Us?** * **Warm Welcomes:** Our hosts act as "social catalysts". If you’re shy or coming alone, just find a host—we’ll introduce you to a friendly group immediately. * **Zero Pressure:** No forced networking or rigid schedules. Just organic conversation and good energy. * **A Safe Space:** We maintain a strict "No-Harassment" environment so you can relax and be yourself. **📍 Venue & Details** * **Where:** KAI Bar *(138 Robinson Rd, #01-06 Oxley Tower, Singapore 068906)* * **When:** 7PM to 10PM 🎟️ **Admission** ([Pls signup via Luma](https://luma.com/5aylknce)) * Note: RSVPs on Meetup **do not** count as a confirmed spot. * Price includes one house special cocktail per pax. Early Bird Tickets: $28 per person Regular Tickets: $35 per person Special buddy ticket bundle: $55 for two; because drinks are better when shared with a friend. **🤝 Our Community Values (The "Fine Print")** To keep our vibes high and our community safe, we have a **zero-tolerance policy** for solicitation, insurance/MLM pitching, or any form of harassment. If anyone makes you feel uncomfortable, please let an organiser know immediately. We’ve got your back. **💬 FAQs** **"I’m coming alone... is that okay?"** Absolutely! About 70% of our attendees come solo. Our hosts are on-site specifically to help you break the ice and ensure no one is left standing alone. **"What if I don't drink alcohol?"** No problem! KAI Bar is able to whip up mocktails for you as well, aside from their menu of wine, beer, and other beverages. It’s about the *convo*, not just the *liquid*. **"How do I stay connected?"** Join our growing community to see photos from past events and chat with people before you even arrive! 👉 **Telegram:** [https://t.me/liquid_convo](https://t.me/liquid_convo) 👉 **Instagram:** [@liquidconvo](https://www.instagram.com/liquidconvo/?referrer=luma)
Fun Shoot (Adults & Teens, All Levels)
Fun Shoot (Adults & Teens, All Levels)
**For ages 13 and above.** Juggernaut Fight Club isn't your typical boxing gym; It's located within a sheltered carpark of a building in Chinatown, which means ample space for you to train. In fact, it's one of the largest fighting gyms in Singapore, and houses everything you need for all-rounded mixed martial arts (MMA) training, including an MMA cage, competition-sized boxing ring, punching bag stations and more. All the instructors are either pro boxers, boxing champions, or national wrestlers, so you'll be picking up the best techniques from the top experts themselves. ### **Address** 9 Ah Hood Rd, East Asia Institute of Management ### **Schedule** Sundays 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.
Technique Tango III Group Class (Adults, Advanced)
Technique Tango III Group Class (Adults, Advanced)
**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.
Capital Invest Series - Asian Markets
Capital Invest Series - Asian Markets
Gain privileged access to Asia’s most compelling investment opportunities at the *Capital Invest Series – Asian Markets* — a curated forum designed for discerning investors seeking strategic expansion across Southeast Asia. Presented by Shinkai Group alongside esteemed partners, this exclusive gathering convenes developers, fund managers, and sophisticated investors for a focused exchange on cross-border capital deployment, asset protection, and emerging market growth. Engage directly with industry leaders, explore curated investment projects, and position your portfolio at the forefront of Asia’s evolving economic landscape. Held on **Saturday, 9th May**, from **2:00 PM to 5:30 PM** at **Suntec City Convention Centre (Seminar Room 304)**, the programme features a keynote on trust structures and asset protection in international investing, followed by a high-level panel discussion on emerging market strategies and cross-border opportunities. Conclude the afternoon with private networking among like-minded investors and decision-makers. **Complimentary admission. Limited capacity.** By invitation and registration only. For registration and inquiries, interested participants can contact Chris at **+65 9477 6356** directly as well.

Insurance Professionals Events Near You

Connect with your local Insurance Professionals community

CBusData - Practical AI for Power BI Developers
CBusData - Practical AI for Power BI Developers
Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.
Building a Voice Over Business
Building a Voice Over Business
Join Voice Over Pros Of Ohio for an exciting morning of networking, and exploring opportunities in the world of voice acting. Whether you're a seasoned professional or just starting out, this event is perfect for expanding your network, learning how to start a VO business, and for honing your skills. Connect with fellow voice actors and VO experts, that will help you succeed in your voice over business. This event will feature discussions on professional development, entrepreneurship in the voice over industry, with tips for navigating the world of voice acting. Don't miss this unique opportunity to learn from others, collaborate with like-minded individuals, and take your voice over career to the next level. Join us Saturday, May 30, from 10am - 12pm and learn how to start or grow your voice over business. Let your voice be heard! The $10 fee covers refreshments and door prizes.
Gold Star Business Networking
Gold Star Business Networking
Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!
Free In-Person Meeting: Get Over Losses & Betrayals, Build Lasting Relationships
Free In-Person Meeting: Get Over Losses & Betrayals, Build Lasting Relationships
This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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