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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
SHELLGym — Building and Breaking Web Apps
⚠️ **REGISTRATION IS REQUIRED VIA [THIS LUMA FORM](https://luma.com/numbjl55)**[ ](forms.gle/saLWmbr5XbwUX8Jp8)⚠️
SHELLgym is the regular cybersecurity workout you have been looking for! Whether you're just starting out and need some exercises, studying for a cert (hint: OSCP), looking at CTF challenges, or developing something cybersecurity-related (maybe your own automated tools?), SHELLgym aims to help you progress in picking up practical cybersecurity knowledge and skills. Come and go as you please, work on your own stuff with like-minded individuals, or just have fun during the workout!
**AGENDA**
Thematic activities for this session
* General web frameworks and their administration
* Dockerisation
* Web enum and attacks
* Web defences, logging and threat hunting
**⚠️ NOTE**
Bring your own laptops (and laptop chargers). Optional - Linux VM
**TRAINER**
**KK Tan — Founder, counterShell**
As a mid-careerist convert to cybersecurity, **Tan KK** picked up his practical skills through getting OSCP certified and by participating in a variety of CTFs. In his career at CSIT, he performed a variety of red-teaming and vulnerability research roles and established the Cyber Training School at CSIT as the Lead Instructor. Besides the OSCP certification, KK is also OSCE and OSEE certified, and has a Bachelor's degree in Social Science (Psychology). He now sees psychology as a field of study where you fuzz humans until they produce unexpected behaviour.
**SPONSORS**
* VENUE SPONSOR: [CyberSG TIG Collaboration Centre](https://www.linkedin.com/company/cybersg-tig-collaboration-centre)
**IMPORTANT NOTICES**
* Code of Conduct: [https://www.div0.sg/code-of-conduct](https://www.div0.sg/code-of-conduct)
* Terms of Use & Disclaimer Notice: [https://www.div0.sg/terms-of-use-disclaimer-notice](https://www.div0.sg/terms-of-use-disclaimer-notice)
Beyond Vibe Coding: Hands-on Workshop on Spec Coding | 16 May | Singapore
Join this in-person hands-on workshop startup founders and developers to learn spec coding and build an app using spec coding in Singapore
Join us for an exclusive in-person hands-on workshop on 16 May in Singapore to elevate your software development practice using Agentic Spec Coding with sam.navan.ai
### **Workshop Details:**
* **Date:** 16 May (Saturday)
* **Time:** 9:00 am - 11:00 am SGT
* **Location:** The Working Capitol, 1 Keong Saik Road, Singapore. Map link for the venue: [https://maps.app.goo.gl/jNCzRCNXt6XyMWRe9](https://maps.app.goo.gl/jNCzRCNXt6XyMWRe9 "https://maps.app.goo.gl/jNCzRCNXt6XyMWRe9")
* **Fee:** SGD 40 per participant
### **Agenda:**
* Going beyond vibe coding: what is spec coding?
* Difference between vibe coding & spec coding
* Getting started with spec coding - tools, agents and setup
* Hands-on: Building a web app using spec coding
* Networking
### **Who is it for:** Startup founders and software developers
### **What you get:**
* Learn Agentic Spec Coding hands-on.
* Access to sam.navan.ai to build your application using agentic spec coding.
* Access to SAM agents on Antigravity, Cursor, and Claude Code.
* Understand how traditional software development works and how you can automate it using AI.
* Learn to build your application using Agentic Spec Coding.
* Networking with peers from the industry.
### **Trainer for the workshop:**
Santosh Rout - Founder of navan.ai and Saaragh. Santosh is an alumnus of IIT Kanpur with over 25 years of experience in IT and AI. He has built and launched several AI and GenAI products and solutions.
### **Sponsors and Partners:**
* Venue Partner: The Working Capitol: [https://www.theworkingcapitol.com/](https://www.theworkingcapitol.com/ "https://www.theworkingcapitol.com/")
**Get a FREE 1-day pass at The Working Capitol's coworking space by attending this event.**
### **Organized by navan.ai:**
[navan.ai](https://navan.ai/ "https://navan.ai") is an AI & Generative AI products and solutions company headquartered in Singapore with operations in Singapore and India. We also run a bootcamp to help founders to convert their ideas into scalable products using agentic spec coding. Know more about the bootcamp here: [asca.navan.ai](https://asca.navan.ai/ "https://asca.navan.ai")
### **Want to join us as a community partner? Contact Us:**
For questions or further information:
* **Website:** [navan.ai](https://navan.ai/ "https://navan.ai")
* **Email:** varun@navan\.ai\| connect@navan\.ai
* **Phone:** \+91 8655482220 \| \+65 8608 9171
### **Register NOW to save your spot: [https://www.eventbrite.sg/e/beyond-vibe-coding-hands-on-workshop-on-spec-coding-25-apr-singapore-tickets-1986892100759](https://www.eventbrite.sg/e/beyond-vibe-coding-hands-on-workshop-on-spec-coding-25-apr-singapore-tickets-1986892100759)**
🏓 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!
Pickleball for Pickleball, Business and Investment Enthusiasts
Join us for a fun and exciting session!
Located at the Pickleball Ang Mo Kio courts, our group welcomes players aged 25 and above who are passionate about both pickleball and discussing the latest happenings in Singapore, business and investing.
Come prepared to enjoy some friendly and serious competition on the courts, and forge meaningful friendship with fellow Pickle-chus!
Reserve your slots now. All u need to bring is yourself, pickle paddle, hydration for yourself, a towel to dry yourself, comfortable shoes and attire and you're good to go.
For first time members, a one time only $4 admin fee is payable for provided equipment (net) and expensive silent balls. That's all. Subsequently it will be $1 a month just to cover cost of setup etc.
WSET Level 1 Wine Course Singapore
**Click here for more WSET course dates, fees and information**
🎓 Offset Your Course Fee with SkillsFuture Credits – No Out-of-Pocket Payment Needed for Eligible Singaporeans!
💼 NTUC Members Enjoy Up to 50% Subsidy with UTAP
[https://www.finewines.com.sg/wset-level-1-wine-course-singapore/](https://www.finewines.com.sg/wset-level-1-wine-course-singapore/)
Learn the specific skills needed to identify the different styles of wine and enhance your senses to evaluate wine as well as the professionals. You will get into in depth study of the systematic approach which will equip you with the necessary skills through wine tasting.
By the end of this course you will be eloquent in the language of wine and have picked up key knowledge of food and wine pairing to further specify your culinary style and taste.
Diversify your skills in a fast-growing economy through Level 1 WSET and add value to your career portfolio. This course is also a fun way to get up to speed on what wine is and how it differs by style.
Highly suitable for individuals with a strong interest in wine as well as for professionals kickstarting a career in hospitality or F&Bs by enriching service staff to confidently raise the profile of the company’s wines and enjoy increased revenue from every drop sold.
**WHAT YOU WILL LEARN:**
You will go through the production of wine and learn about the main styles of wines and grape varieties.
Our certified WSET wine educators will guide you through tasting techniques and the wine service process. You will get insight into practices and issues in the wine industry and be able to discuss about wines from different regions.
You will be evaluating and tasting seven different kinds of wines and identifying good or bad food pairings.
**Click here for more WSET course dates, fees and information**
Get up to 50% Subsidies With NTUC UTAP
[https://www.finewines.com.sg/wset-level-1-wine-course-singapore/](https://www.finewines.com.sg/wset-level-1-wine-course-singapore/)
SWP #178: Photo Walk - Boat Quay
**Join us for a fun and exciting photography adventure at Boat Quay! This is the perfect spot to capture stunning photos of the beautiful riverside, colorful buildings, and bustling atmosphere.**
**Whether you're a pro or just starting out, bring your camera or even your mobile phone and let's explore this vibrant area together. We'll kick off with a quick meet and greet, then head out to click pictures side-by-side.**
**After our photo walk, we'll end at a nearby coffee shop to chat, share our experiences, and enjoy some refreshments.**
**Join us if you are interested in photography. It doesn't matter if you are a pro or a beginner; we do it for the love of photography. We'll kick off with a short meet and greet before heading out to click pictures together.**
**After our photo walk, we'll end at a nearby coffee shop to chat and share our experiences.**
**This is a free event, but please RSVP to let us know you're coming. If you have any trouble finding us or have questions, feel free to call or text: Jay: +65 9352 0249 Sandeep: +65 8609 1667**
**Join our WhatsApp group for live location sharing: https://chat.whatsapp.com/D9YcKn9GR7jH8q2U2g0xld?mode=hqctcli We share our live location there to help everyone stay connected — especially as people naturally wander off while shooting.**
**Meeting Point: Raffles Place MRT - Raffles Place MRT — Exit G (UOB Plaza / Boat Quay)**
**Route: Battery Rd → Boat Quay → Circular Rd**
Oil & Gas Events This Week
Discover what is happening in the next few days
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.
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!**
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!
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
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
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.




















