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Frequently Asked Questions
Yes! Check out magento designers events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the magento designers events taking place this week here. Plan ahead and join exciting meetups throughout the week.
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Magento Designers Events Today
Join in-person Magento Designers events happening right now
PL & Compilers Meetup (weekly agenda in desc)
**Special topic for this week: TODO!**
Have you ever wondered what happens after you write your program in any programming language and hit "Run"?
Welcome to the new group dedicated to Compiler Engineering so we can discuss language design, static analysis, VMs, and code generation. Topics related to hardware architecture and FPGA are also welcomed!
**Join us weekly and learn about:**
* The vision for this group.
* A crash course on how to start learning compiler dev (including top book recommendations).
* An open networking session for showcasing projects and finding collaborators.
* Weekly topic to learn about particular aspect of programming languages or hardware
**Who is this for?**
* Anyone building DSLs or new languages.
* Anyone curious about low-level systems and programming
* Anyone hiring for compiler/toolchain roles (come pitch your jobs!).
* Anyone who wants to learn more about programming languages nature!
This isn't a lecture—it's a conversation. Come share your projects and get motivated! This group is not super serious, so if you want to just yap about how bad is the new C++ standard you can find some listeners here.
See you!
Ship Agents That Earn Trust
**Ship Agents That Earn Trust**
Wed\, 13 May 2026 \| 2:00 PM – 6:30 PM SGT
📍 \*SCAPE, L5 TreeTop, 2 Orchard Link, Singapore 237978
🎫 Complimentary food and drinks provided
⸻
**About the Event**
Every AI team is building agents, but very few can answer what happens when those agents need to act outside their own system.
When an AI agent crosses an organisational boundary, it carries no verifiable identity. There is no way for the system on the other side to confirm what it is authorised to do, who sent it, or whether it can be trusted at all. The result is a trust gap that no amount of model improvement closes, because it is an infrastructure problem, not an intelligence one.
This afternoon brings together AI founders and builders to confront that gap directly. Glenn Gore, CEO of Affinidi and former AWS Chief Architect, will give an opening address on building the Internet of Trust, and we will have a guest speaker, Managing Director of Temasek, Pradyumna Agrawal, who will speak about identity, trust, and the future of AI agents.
You will also hear from a select group of AI companies already building on Affinidi Trust Fabric, sharing their production challenges.
Whether you are architecting agentic infrastructure, building AI products, or stress-testing your assumptions about what trustworthy agents actually require, this is a conversation worth leaning in. Expect sharp thinking, real use cases, and the space to connect with a community of founders and builders working on the same hard problems.
Complimentary dinner and drinks are included as the afternoon winds down, to continue conversations.
RSVP on LUMA required: [https://luma.com/2lv08v20](https://luma.com/2lv08v20)
⸻
**🛠 What's Happening**
2:00 PM — **Registration and networking**
2:35 PM — **Opening Address by Glenn Gore**, CEO of Affinidi and former Chief Architect at AWS: *Building the Internet of Trust*
2:50 PM — **Guest Speaker: Pradyumna Agrawal**, Managing Director of Temasek: *Identity, Trust, and the Future of AI Agents*
3:05 PM — **Community Spotlight: Arul Murugan,** Founder, GrowthLab
3:15 PM — **Featured builder spotlights**: How AI companies are applying Affinidi Trust Fabric in real-world agentic solutions
4:40 PM — **Panel discussion and audience Q&A**
5:20 PM — **Networking dinner and builder conversations**: Mingle with founders, AI leaders, and builders over dinner. Meet the Affinidi team for a closer look at early access opportunities.
6:30 PM — **Event ends**
⸻
**🍽 Food & Drinks**
Dinner will be served during the networking session, so you can keep the conversations going with fellow founders, AI leaders, and builders.
⸻
**📍 Venue**
\*SCAPE, TreeTop — Level 5 2 Orchard Link, Singapore 237978
⸻
**🏠 Organised by**
[GrowthLab.sg](https://growthlab.sg/?utm_source=luma) An all-in-one founders platform — connecting Singapore's startup community to the world through events, resources, and tools to help founders build and grow. [linktr.ee/GrowthLab.sg](https://linktr.ee/GrowthLab.sg?utm_source=luma)
Affinidi is building the trust infrastructure the Internet never had. Its technology gives builders and organisations the architecture and tools to enable verifiable, privacy-preserving interactions between people, businesses, systems, and AI agents, via open standards with zero vendor lock-in. Founded by Temasek and an active contributor to the Linux Foundation, Affinidi is helping define the trust layer the digital economy needs. Find out more at [www.affinidi.com](https://www.affinidi.com/?utm_source=luma).
⸻
**🤝 Supported by**
\*SCAPE A youth development space by the National Youth Council, providing a platform for young people to explore their passions, develop their potential, and connect with a community of like-minded individuals. [www.scape.sg](https://www.scape.sg/?utm_source=luma)
⸻
**🔗 Stay Connected**
[linktr.ee/GrowthLab.sg](https://linktr.ee/GrowthLab.sg?utm_source=luma)
#TrustedAI #AIAgents #Affinidi #GrowthLab #AgenticAI #SingaporeStartups #BuildInPublic
Claude Code for Software Developers: Beyond the Basics
Join us for an **advanced, hands-on session** focused on mastering best practices for development with Claude Code.
We'll go beyond the basics to cover *planning, testing, and implementation, including deep dives into custom skills, subagents, hooks, context management, and maximising parallelisation using worktrees*.
It's a walk-through of powerful agentic coding techniques on a live project, not slides about them.
**What we'll cover**
\- Claude Code configs\, plugins\, MCP\, and CLAUDE\.md
\- The plan to review to implement workflow and why planning first prevents AI slop
\- Power\-user territory: custom skills\, subagents\, and hooks\, and how to know when to reach for each
\- Context management and progressive disclosure
\- Worktrees: running multiple agents in parallel and trusting the output
**Speakers**
Aritejh — Senior Software Engineer working on agentic applications in the FinTech industry. He's used Claude Code, Codex, OpenCode, and GitHub Copilot to ship agentic systems in production.
Manaswini — Senior Backend Engineer passionate about tackling the hardest problems in this space. She's drawn to the start-up world and volunteers across communities to support women in tech.
Eileen — Lead at Women Devs SG. She enjoys supporting others on their engineering journey and believes AI will reshape software development, pushing engineers to keep adapting how they learn, build, and think.
**Who is this for?**
Software developers already using Claude Code (or another agentic coding tool) who want to push their workflow further. Whether you live and breathe these tools or you're using them sometimes and want to level up, this one's for you!
**What to bring**
\- Your laptop with Claude Code installed beforehand\. This is hands\-on\, and we'd rather spend the time on techniques than on setup
\- Your current workflow questions as there will be Q&A throughout
**About the partners**
Women Devs SG is a Singapore community for women developers that organizes events, mentorship, and spaces where engineers at every stage can learn from each other.
General Assembly is a global learning community and our venue partner for the evening, providing the space for us to gather and build together.
A community initiative by Women Devs SG, in partnership with General Assembly.
Registration starts at 6:30pm and the actual session at 7pm!
Secure & Govern Enterprise AI Agents with Airia | TGB Masterclass 3 of 3
## **[\[Register on Luma\] TGB Masterclass #3 | Secure & Govern Enterprise AI Agents with Airia](https://luma.com/tgb-airia-may26?tk=vdC44E)**
[The Generative Beings](https://thegenerativebeings.com/?utm_source=luma) (TGB) is collaborating with **[Airia](https://try.airia.com/zd24u5jnfhj6?utm_source=luma)** to train senior leaders from top tech companies, enterprises, and startups.
**This will be a series of 3 TGB Masterclasses, covering how to 'Build', 'Optimise' and 'Secure & govern' enterprise-grade AI Agents using Airia**.
**In TGB Masterclass #3, you will learn to:**
* Put guardrails on your agentic flows and models
* Use red-teaming and simulate results for model testing
***
## **Agenda:**
* **05:30 PM:** Registration
* **06:00 PM:** Kickoff (TGB + Airia)
* **06:10 PM:** Masterclass begins
* **08:30 PM:** Masterclass ends
***
## [Airia](https://try.airia.com/zd24u5jnfhj6?utm_source=luma):
Airia is an enterprise AI orchestration platform that lets organizations securely build, deploy, and manage AI agents across their existing systems. They provide no‑code agent creation, model‑agnostic integrations, and enterprise‑grade security and governance solutions so enterprises can scale AI with full control.
***
## [The Generative Beings](https://thegenerativebeings.com/?utm_source=luma):
Accelerating GTM outcome for 15,000 AI founders, leaders, builders, and experts across Asia. Join the largest AI ecosystem in India, Singapore, Indonesia, Malaysia, Thailand and SEA.
**[Signup](https://thegenerativebeings.com/?utm_source=luma) \| [LinkedIn](https://www.linkedin.com/company/the-generative-beings/?utm_source=luma) \| [Telegram](https://t.me/tgbcommunity?utm_source=luma) \| [X](https://x.com/tgbeings?utm_source=luma) \| [Instagram](https://www.instagram.com/tgbeings?utm_source=luma) \| [Reddit](https://www.reddit.com/r/TheGenerativeBeings/?utm_source=luma) \| [YouTube](https://www.youtube.com/@tgbeings?utm_source=luma)**
## **[\[Register on Luma\] TGB Masterclass #3 | Secure & Govern Enterprise AI Agents with Airia](https://luma.com/tgb-airia-may26?tk=vdC44E)**
Muay Thai Group Class (Intermediate & Advanced)
These classes are for students who have some previous training experience and already know the basics of the art, have good cardiovascular endurance and body conditioning in order to be able to take hits. The intensity of the training is increased and some more complex techniques and combinations are taught.
Sparring will be taught, these sparring sessions are controlled at 50-70% kick power and focus on the correct technique, good form, and a good intensity, with each student wearing protective equipment and are supervised by the trainers.
### **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
### **Cancellation Policy**
Credits will be considered used if class is cancelled within 24 hours before the start of the lesson
AI Engineer Gemini Event
AI Engineer is coming to Singapore - and Google DeepMind (as a sponsor of the event) also wants to contribute to its general aura of awesomeness!
Talks (each around 20mins long):
**"Prototyping fast in Antigravity" - Ivan Leo**
Ivan has been using Google Antigravity to rapidly build and prototype systems-level Zig libraries like teul and gil. He’ll walk through his actual day-to-day workflow and share the biggest lessons he's learned about steering AI when writing low-level code. Before joining Google DeepMind, Ivan worked on building agents at Manus AI (SG) before its acquisition by Meta in 2026, and so brings a practical view on what it takes to turn agent capabilities into products developers can actually use.
**"Robotics Planning with Gemini" - Chaitanya Jadhav & Anurag Roy**
Seizing the opportunity to do a lightning talk at the intersection of Robotics (the subject of the April MeetUp) and Gemini, Anurag and Chaitanya will demonstrate how Gemini's multimodal and reasoning capabilities can power a pipeline that converts photos of an indoor space into a map and generates executable task plans for robots with different embodiments.
**"Something cool with TTS" - Martin Andrews**
In this lightning talk, Martin has been playing with the Gemini Flash TTS models - and will demo both its regular API, and how it can be incorporated into various workflows.
**"From Lab to Laundry: Scaling Robot Autonomy in the Real World" - Daniel Ng & Siddharth Krishnan**
Google DeepMind’s ALOHA accelerated robot learning and model development, yet a gap remains between successful lab demos and robots working reliably in production. Daniel and Siddharth share their experience deploying ALOHA-based teleoperated robots in real work environments to bridge this autonomy gap; and explain why teleoperation will play key role in autonomous deployment. Apparently, there will be hardware!
**FOOD UPDATE :** Google has told us that **there WILL BE** pizza at the event
\-\-\-
Talks will start at 7:10pm (entry at 6:45pm) and end at around 9:00pm, at which point attendees can come up to the front for a bit of a chat with each other, and the speakers.
Due to some recent security incidents at the venue please take note of the new DevSpace security procedures [https://bit.ly/devspace-security](https://bit.ly/devspace-security)
Attendees will not be admitted later than 15min after the talks have started.
As always, we're actively looking for more speakers - both '30 minutes long-form', and lightning talks. For the lightning talks, we welcome folks to come and talk about something cool they've done with keras, PyTorch, JAX and/or Deep Learning for 5-10mins (so, if you have slides, then #max=10). We believe that the key ingredient for the success of a Lightning Talk is simply the cool/interesting factor. It doesn't matter whether you're an expert or an enthusiastic beginner: Given the responses we have had to previous talks, we're sure there are lots of people who would love to hear what you've been playing with. If you're interested in talking, please just introduce yourself to Martin at one of the events.
Magento Designers Events This Week
Discover what is happening in the next few days
Agentic AI
**Avatar Agentic AI — AI Masterclass Series**
Learn from AI Experts at Singapore's leading Agentic AI practice. Each session goes beyond theory — expect live practical demonstrations, real-world use cases, and hands-on practice with the latest AI tools transforming how businesses operate.
Whether you're an SME owner, operations manager, or tech-curious professional, our masterclasses are designed to give you immediately applicable skills — from AI-powered workflows and WhatsApp automation to intelligent document processing and digital transformation strategies.
Join us and experience AI the way it’s actually deployed — in action.
Agentic AI: Tech Demo
# Tech Discussion: Agentic AI Practical Applications
Reserve your seat to experience the future of autonomous Agentic AI in action.
By: Mr. Krish Ambady, CTO, Avatar Agentic AI, Singapore.
@ 51, Haji Lane, Coffee Shop, Singapore 189244.
On Friday, 15 May 2026, 10:00 AM
Limited to 10 seats (maximum).
Reservations are on a first-come, first-served basis.
STACK Meetup [Engr.]: Balancing Stability & Agility in a Multi-Product Ecosystem
**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-14may2026-mc) only.**
* Seats are on a first-come, first-served basis.
* For admission into our event space, please register beforehand via GovEntry only.
* Please present the QR code within your registration confirmation email upon check-in at our event space.
**About this Meetup**
Balancing speed and stability is a constant challenge in evolving multi-product ecosystems, where teams must make deliberate trade-offs between rapid iteration and long-term reliability.
In this edition of ***STACK Meetup [Engineering]***, GovTech speakers from the ***GovWallet suite – GovEntry, GovRewards, GovSupply, and GovWallet*** – will share their grounded experiences from building and scaling across multiple products, offering a closer look at how engineering teams make decisions, prioritise effectively, and evolve systems as complexity grows.
Whether you’re shaping architecture, building systems or driving delivery, gain practical perspectives on making better trade-offs, prioritising effectively, and building with greater clarity and intent. Learn with us today: **[go.gov.sg/stackmeetup-14may2026-mc](https://go.gov.sg/stackmeetup-14may2026-mc)**!
Who should attend: Software engineers, backend developers, system designers, and engineering managers, who are building and scaling systems across multiple products.
**Programme**
6:30pm: Networking
7:00pm: Introduction
By STACK Community
7:05pm: Opening
By Satoshi Hayashi, Lead Product Manager, Platform Products, Government Digital Products (GDP), GovTech Singapore
7:15pm: Our API-First Journey: Building the Engine Before The Car
By Chia Wei Kang, Software Engineer, Government Digital Products - GovEntry, GovTech Singapore
7:35pm: The Art of Small Wins: Build Only What You Need, When You Need It
By Alvin Choong, Engineering Manager, Government Digital Products - GovEntry, GovTech Singapore
7:55pm: Diving Into Various Multi-Product Use Cases and Our Learnings
By Immanuella Lim, Engineering Manager, Government Digital Products - GovWallet, GovTech Singapore
8:15pm: Q&A
8:30pm: End of STACK Meetup
Click **[here](https://go.gov.sg/stackmeetup-14may2026-mc)\*** to sign up!
\*Registration will be accepted via GovEntry only.
Fun Shoot (All Levels)
Want to test your skill at the sport? Be the Willliam Tell or Robin Hood?
Absolute Archery (Singapore) was inaugurated in 2020, aiming to provide training venue, competitive coaching, fun shoot events and a place for the community bring people together to advocate and support each other in pursuing the sports.
Our head coach, Colin, has been active in the sports since late 90s till date. Being a competitive archer, he was with the National Team and had accumulated experiences which he could share with the archers and students.
**Past Experiences**
* National Team (Compound) 2000 - 2002
* National Junior Development Team Coach (Compound) 2013 - 2015
* Community Club Compound Coach 2013 - 2018
* National Team (Compound) 2018 - 2020
* Tampines Meridian Junior College Archery Coach 2018 - now
### **Address**
9 Ah Hood Rd, East Asia Institute of Management
### **Schedule**
Fridays 1030AM - 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.
Padel Group Class + Match (Low Intermediate)
These classes will help you develop the correct foundation to progress faster and improve your game in new areas.
### **Address**
2 Jurong Gateway Rd, #01-14, JPG 608512
### **Schedule**
Fridays 430PM - 6PM
### **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.
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)**
Muay Thai Fundamentals Group Class
Inspire Fitness Asia is the first-ever fitness concept to combine Muay Thai, Interval Training and Meditation.
At Inspire, both physical and mental health carry equal weight.
After battling anxiety for many years, founder Daryl Lawlor discovered muay thai and meditation brought him deep peace of mind. He designed Inspire Fitness’ studio as an extension of his experience, to help others who might be struggling with similar anxiety to find peace.
This class will involve:
* Bagworks
* Padwork
* Footwork
### **Address**
462B Joo Chiat Rd, Singapore 427674
### **Schedule**
Fridays 7PM - 745PM
### **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.
Magento Designers Events Near You
Connect with your local Magento Designers community
American Sign Language Beginners Meetup Group
We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able!
Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!
Building Momentum: From Ambiguity to Execution
**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.
Psychic Development Series II - Pueo Group
Private Group. Closed to the Public
Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy.
In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected.
The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve.
I look forward to sharing and discovering with you. - Cynthia
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
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
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










![STACK Meetup [Engr.]: Balancing Stability & Agility in a Multi-Product Ecosystem](https://secure.meetupstatic.com/photos/event/6/8/2/a/highres_533966666.webp?w=640)










