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Frequently Asked Questions
Yes! Check out oil & gas events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the oil & gas events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find oil & gas events near your location here. Connect with your local community and discover events within your area.
Oil & Gas Events Today
Join in-person Oil & Gas events happening right now
🏓 Weekend Sunset Pickleball Social – Good Vibes! 🌅🎉 (Havelock - 2 hours)
### **Pickleball Sunset Mixer! 🏓🎉**
An evening of dinks, drinks (after maybe), and your shot at pickleball glory.
***
**📍 Location:** 317 Outram Rd, Holiday Inn Singapore Atrium, Singapore 169075
🕖 **Time:** **5PM - 7PM**
💵 **Cost:** $22 per person ($5 paddle rental if you don’t have your own trusty weapon).
**Early bird rate ($16 excl paddle if you confirm five days with payment before the event)**
To lock in your spot and avoid the dreaded FOMO, hit up the payment link below:
📲 **Early Price: [expired]**
📲 **Normal Price: [https://hitpay.link/kuurij](https://hitpay.link/kuurij)**
✅ **Spots are only confirmed when payment is in.** If you usually pay cash, no worries, just continue with that.
⚠️ **Cancellation Policy:** Please give at least 24 hours’ notice for cancellations to receive a refund. No refunds for no‑shows or cancellations within 24 hours, unless the whole event is rained out.
### What’s the Plan?
We’re going Round Robin style, which is just a nice way of saying you’ll keep playing and meeting new people until your arms fall off.
#### 🎮 What’s the Game Plan?
Here’s how the courts are split:
🎾 **1 Beginner Court** (*For newcomers or those preferring a relaxed pace*)
* Learning court lines, scoring, and basic rules.
* Can sustain short rallies and demonstrate basic strokes but still working on consistency.
🏅 **1 Intermediate Court**
* Solid consistency, mid-pace rallies
* Shot placement is improving, but still work-in-progress
* Great for those ready to level up
🏆 **Official Tournament Balls:**
All games will be played using **Franklin X-40 tournament balls** for consistency and a high-quality playing experience.
**Paddle Queue System:** To keep things fair, players will place their paddles in line in box to indicate their turn in the respective court.
**Rules of the Game**:
* **Switch It Up**: After every match, you’ll get a new partner and new opponents.
* **Scoring**: First to 15 points, rally style (no need to keep track of who’s serving—so much simpler lah).
* **Timing**: Each match is capped at 15 minutes, so don’t peng san trying to win.
* **Be Nice**: Keep it friendly—this isn’t the SEA Games, okay?
***
### **Why You’ll Love It:**
* Play with a variety of kakis and test your skills.
* End the day with new friends and maybe a snack after.
***
**What to Bring:**
* Your paddle (or rent one—we’re not judging).
* Water bottle—don’t faint halfway
* Your best “aiyah nvm” attitude when the ball goes sideways.
🔔 **Friendly Reminder:**
Pickleball is a social and physical activity, please be mindful of your own safety and physical limits. Participation is at your own risk. Stay hydrated, warm up properly, and don’t paiseh to rest if you need to. 💪
🎟️ RSVP Now – Spaces Are Limited!
Armada Dragon boat try out
Calling all competitive spirits! Join us for an adrenaline-pumping day of **dragon boating** designed for team players who thrive on challenge and camaraderie. Whether you’re an experienced paddler or eager to test your grit for the first time, this is your chance to push yourself, build team synergy, and enjoy some friendly competition on the water. After training, kick back with a cold beer (or a non-alcoholic drink) and soak in the stunning sunset with your crew.
Click on the link below to sign up!
[https://tinyurl.com/newpaddler2024](https://tinyurl.com/newpaddler2024).
**Details of the event:**
Time: 2:30pm pls be punctual. Cage will close at 2:45pm sharp.
Price: SGD 25 can be paid at the venue or via Paynow during RSVP.
Attire:
* **Bring atleast 1 liter WATER BOTTLE** to the boat! [#ReduceSingleUsePlastic](https://www.facebook.com/hashtag/reducesingleuseplastic?__eep__=6&__cft__%5B0%5D=AZXfrs-dICVI-TFJNA1Akk7G6_MS3hlt4aBHNLxQGpK_xHWL7Ivg2rst-MA0LzjJdCd8bjyfUXMmdvrpBdI-PaCnZXd0LryMSI2mqYzsOEtDrQmL7-l0LRf82viJTGzEp1w&__tn__=q)
\- Any outdoor workout attire \+ rubber slippers or water shoes
\- Bring sun protection
\- Your belongings will be locked in the cage
If you require more information on the event you can drop us a msg or click on the link to chat with us.
[https://chat.whatsapp.com/IVS3j8ZBQpc7TFotOyfi1D](https://chat.whatsapp.com/IVS3j8ZBQpc7TFotOyfi1D)
Paddle with the German Dragons
Want to check out what dragonboat paddling is all about?
Whether you are seasoned paddler or a newcomer, we welcome you to try out dragon boating with the German Dragons and end off the session with **ICE COLD BEER**!
All paddling equipments and life vests are provided!
**WHAT to bring:**
\- comfortable sports attire\, flip\-flops\, hat\, sun glasses
\- water \( min 1.5L)
\- sun lotion
**WHERE and WHEN:**
\- 2:30PM meet at the boat nursery\, 5 Stadium Rd
(be on time at our cage as we cannot wait for late-comers)
\- grab your paddle\, life vest\, lock your belongings\, then warm\-up
\- water training till 5PM
\- after 5PM cool\-down\, chilled drinks\, freshly brewed Paulaner beer
**Cost**
$25 includes your training session and an awesome time over a keg of beer as post-training fuel!
Pay on-site
Send us a message for further enquiries.
Looking forward to meeting you this Saturday!
Fast Friending: Real Connections! (FREE Ladies Entry/Happy Hours/20-40)
Step into a vibrant rooftop evening in Singapore where meeting like-minded people feels effortless and natural!
Designed to make connections easy, with guided interactions that help you skip awkwardness and start real conversations.
Enjoy a warm, safe, and welcoming environment—with ladies’ comfort and priority always at the heart of the experience.
Come for the view, stay for the vibe, and leave with meaningful new connections
✨ What Makes This Event Special?
\- FREE entry for ladies \(RSVP required\)
\- Guided social experience to help you meet people comfortably
\- Fun icebreakers to make conversations even easier
\- Fast\-friending rounds so you can connect with multiple attendees
\- A reserved space just for our group\!
\- Happy Hours\!
TICKETS: (**payable in cash and will be collected by** **Andrina at the start of the evening**)
Ladies - FREE Entry
Gents - 20 SGD
\-\-\-
🕖 Evening Flow
8:00 PM – Arrival & Welcome
Settle into our reserved area, grab a drink, and let Andrina introduce you to a few friendly faces.
8:30 PM to 9:30 PM – Fast Friending
\- Meet a new person every 3\-6 minutes\.
\- Andrina will guide each switch so you can connect with many lovely attendees in a short amount of time\.
After 9:30 PM – Open Mingling
Continue conversations with your favourite connections or meet more people at your own pace.
**Our venue for the evening -** We have a reserved area where our members can meet each other in a supportive environment!
\- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\!
\- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\.
\- This evening is for ladies and gents in the 20 to 40 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\.
\- We are not a dating group\. Our events are not organised to manage your dating life\. Our group is created to help ladies and gents meet other like minded ladies and gents\. Please do not attend our event if a perfect gender balance is important for your enjoyment of our meet\-up\.
\-\-\-\-\-\-\-
Why do we have tickets?
1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication.
2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved.
3. Management - Tickets help us better manage attendee group size, book suitable space and activity.
ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)-
We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk).
**Here are some videos which will give you some guidance -**
Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing](http://bit.ly/secrets-socializing)
How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs)
How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI)
Why you should attend our evenings - [https://www.youtube.com/watch?v=wEjwGBXzJE8](https://www.youtube.com/watch?v=wEjwGBXzJE8)
Saturday night of free-flow for $25—the ultimate girls' night out
**Best** value Saturday night in Tanjong Pagar" or "of free-flow for $25—the ultimate girls' night out."
•
Interactive Polls: If you're posting this on a story, use a sticker asking, "Classic or Lychee Martini?" to get people engaging with the post.
Event Details
• Venue: NHC @ Tanjong Pagar (118 Tanjong Pagar Road).
• Price: $25+ for free-flow martini buffet.
• Timing: 6:00 PM – 9:00 PM.
FREE FLOW 120 MIN
TAKE THE LAST ODER 20 MINS BEFORE THE GIVEN TIMES
PLEASE ORDER ONES BY ONES NOT ALL THE SAME TIMES!
PLEASE DONT LEAVE ANY LEFTOVERS BEHIND!!
THANK YOU VERY MUCH FOR YOUR UNDERSTANDING!
Walk, Chat, Explore: Bookshops
Join us as we explore some bookshops around Bras Basah and Bugis!
Did you know that you can use your SG Culture pass credits to buy
SG Lit books? See details here:
[https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s](https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s)
We will visit Kinokuniya at Raffles City, the Bras Basah Complex (which is full of bookshops!), the National Library, and end with an optional dinner and chat.
Come browse, buy, or just chat and meet some new people!
**Meeting Point**: Books Kinokuniya at Raffles City.
**Address:** 252 N Bridge Rd, #03-22/23, Singapore 17910311
**Meeting Time**: 5.30 pm
**Tentative Plan:** 30 mins of free and easy at each of these locations: Kino at Raffles City and BrasBasah Complex. Brief stops at National Library and maybe the Kino at Bugis.
**Late Comers:** Catch up using the Live Locator in the Telegram Channel\*.
**Total walking distance**: About 1.5 km
**Total exploration time:** about 2hrs
**Optional Dinner and Chat**: about 1hr at some budget friendly place nearby.
**\*Telegram Channel:**
Join [Walk, Chat, Explore SG](https://t.me/+rIuiiEM9j6oyNzI1) [https://t.me/+rIuiiEM9j6oyNzI1](https://t.me/+rIuiiEM9j6oyNzI1)
**for updates. The Live Locator will be posted there.**
Oil & Gas Events This Week
Discover what is happening in the next few days
Prawning &BBQ Social Sunday Sunset Catch
**Prawning & BBQ Social: Sunday Sunset Catch!**
**Looking for a relaxing way to wrap up your weekend? Join us for a hands-on Prawning & BBQ session at Hai Bin! Whether you're a seasoned pro or have never held a rod before, it’s all about the thrill of the catch and the delicious reward afterward.**
**We’ll spend an hour and a half at the ponds, followed by a communal BBQ to enjoy the freshest prawns possible—the ones we catch ourselves!**
**Event Details**
* **Date: Sunday, 17 May**
* **Time: 7:30 PM – 9:30 PM**
* **Location: Hai Bin Prawning**
**6 Tebing Ln, #01-04, Singapore 828835**
* **Cost: $24 per person (Includes rod rental and bait)**
* **Admin Fee:$7**
**The Game Plan**
* **7:30 PM – 7:45 PM: Meet & Greet. We'll gather at the entrance to get our rods and bait.**
* **7:45 PM – 9:15 PM: 1.5 Hours of Prawning. We have a 30-minute grace period for latecomers, but the sooner you start, the more you catch!**
* **9:15 PM – 9:45 PM: BBQ Time. We’ll head to the pits to salt and grill our catch for a fresh Sunday night snack.**
**What to Bring**
* **Patience & Good Vibes: Prawning is a game of skill (and a little luck!).**
* **Casual Wear: It can get a bit warm around the BBQ pits.**
* **Small Change: For drinks or extra snacks available at the venue.**
**RSVP Note: Please note that your attendance is only confirmed by early payment to Kimi at 8796 4912. The event is subjected to cancellation if the minimum attendance of 4 is not met. In the event of cancellation, you will be refunded in full. Confirm your attendance ASAP with us for the event to go ahead! See you by the water!**
Foil Fundamental Group Class (Adults & Teens, Beginner)
**For ages 13 and above.**
The perfect opportunity for anyone new to fencing.
* In this class, you will learn:
* How to handle the foil blade safely
* How to wear the protective gear
* Fundamental footwork and bladework
* Various offense and defense techniques
* How to work with a partner in partner exercises
* How to spar with others safely and effectively
### **Address**
231 Mountbatten Rd, BLK F, #01-01, Singapore 397999
### **Schedule**
Sundays 11AM - 12PM
### **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.
Career Clarity Workshop (Money Back Guarantee)
**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.
Prawning &BBQ social: Sunday Sunset Catch!
**Prawning & BBQ Social: Sunday Sunset Catch!**
**Looking for a relaxing way to wrap up your weekend? Join us for a hands-on Prawning & BBQ session at Hai Bin! Whether you're a seasoned pro or have never held a rod before, it’s all about the thrill of the catch and the delicious reward afterward.**
**We’ll spend an hour and a half at the ponds, followed by a communal BBQ to enjoy the freshest prawns possible—the ones we catch ourselves!**
**Event Details**
* **Date: Sunday, 17 May**
* **Time: 7:30 PM – 9:30 PM**
* **Location: Hai Bin Prawning**
**6 Tebing Ln, #01-04, Singapore 828835**
* **Cost: $24 per person (Includes rod rental and bait)**
**Admin fee $7**
**The Game Plan**
* **7:30 PM – 7:45 PM: Meet & Greet. We'll gather at the entrance to get our rods and bait.**
* **7:45 PM – 9:15 PM: 1.5 Hours of Prawning. We have a 30-minute grace period for latecomers, but the sooner you start, the more you catch!**
* **9:15 PM – 9:45 PM: BBQ Time. We’ll head to the pits to salt and grill our catch for a fresh Sunday night snack.**
**What to Bring**
* **Patience & Good Vibes: Prawning is a game of skill (and a little luck!).**
* **Casual Wear: It can get a bit warm around the BBQ pits.**
* **Small Change: For drinks or extra snacks available at the venue.**
**RSVP Note: Please note that your attendance is only confirmed by early payment to Kimi at 8796 4912. The event is subjected to cancellation if the minimum attendance of 4 is not met. In the event of cancellation, you will be refunded in full. Confirm your attendance ASAP with us for the event to go ahead! See you by the water! Ji**
Sunset @ CapitaSpring and dinner @ Lau Pa Sat 🌇 🍽🤗
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
Co-Working Session (Deep Work, all types of work welcome)
Event location change: Monk's Brew Club
Bring extension cords if you have!
Hey everyone! We organising a co-working + socialising session for all of us who like to work on something (e.g. our own project, freelance or remote work) but feel working alone at home can get a bit lonely :-)
To ensure that we have both socialising AND working, we will be using the so called “Pomodoro” technique:
**50min of deep work** (silent), followed by **10min of break** to socialise. Then repeat, we typically do up to 3 rounds.
It’s an effective way to stay focused - you can read more about it [here](https://en.wikipedia.org/wiki/Pomodoro_Technique).
Anyone from any background is welcome, whatever project you are working on or whatever is your personal background.
——————————————————-
AGENDA:
* **15min Intro (please come on time)**
Get to know everyone, talk about what you will work on today
* **Pomodoro Session** \- 3x \(3h\)
Each Pomodoro session consists of 50min of uninterrupted “deep work” (no talking, no interruptions, no phones)
-> then 10min of break: share your progress with others, talk about what you are stuck on etc.
-> Repeat
* **Wrap Up and dinner (optional)**
Share your progress, socialise and get to know others 😊
————
Location is Monk’s Brew Club (57 East Coast Road, Singapore 428773). We have booked a separate room with multiple tables at the 2nd floor of the cafe, just walk all the way through to the back when you walk in, or ask the barista.
Wifi + power plugs are there but best to bring a fully charged laptop and extension cords, just in case 🙃
You DO NOT have to pay anything, but since we are using the café space, it would be common courtesy to buy at least one drink.
Please remember to release your RSVP in case you are not able to make it for the people on the waitlist and looking forward to seeing you there! :)
Note: RSVP-ing and then no show will result in penalties:
1 No show = warning
2 No shows = de-prioritized for those in waitlist
3 No shows = blocked from future events
Cheers
Vicente
Oil & Gas Events Near You
Connect with your local Oil & Gas community
Join Biggest Community | Investors Founders | Columbus | Online
Please reserve your spot by registering on the below link :
**Reserve**
https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup
**QUESTIONS ?**
Pls Reach out to;
Ridhi - +971504724873 ( WhatsApp Only)
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle
**SPECIAL PROMOTION**: Buy 3 and get 1 Free!
Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time.
We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest.
While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for.
Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/)
***
### What to Expect:
* Guided candle making experience
* Choose your own vessel, wax, wick, and fragrance
* 100% soy wax candles
* Optional drinks and snacks
* Time to relax while your candle cools
***
### Important Notes:
* Please arrive on time so we can start together
* Candles will need time to set before taking home
* This is a beginner-friendly event
***
### RSVP Required
Reserve your spot on Meetup to lock in your seat.
**Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids)
5oz Glass Jars $15
8oz Candle Tins $25
12oz Glass Candles $35
12oz Amber Jars $40
16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!)
**All materials included. You just bring yourself (and your drink of choice).**
**Payments accepted:**
* Credit Card
* Venmo: @Daclaud-Lee
* Cashapp: $DaclaudL
TBD
**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
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!
Women’s Night Out: Boots, Bites & Good Vibes
Who’s up for a fun night out?
Get your boots on, grab your cowboy hat, and let’s have some fun!
Thinking about checking out PBR Cowboy Bar & Smokehouse for a lively evening to unwind, connect, and enjoy the night together.
• Lively atmosphere with country vibes
• Delicious food + drinks
• Music, dancing, and lots of laughs
• Great conversation and new connections
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
NFT AI ART Columbus
NFT's are here to stay folks!
This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more.
**PLUS**
This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.




















