IT Execs

**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.

Most people in Singapore haven’t tried beach tennis yet — and honestly, that’s part of the appeal. It’s fast-paced like tennis, social like volleyball, and played barefoot on sand. You don’t need prior experience, and the learning curve is surprisingly quick. Beach tennis is big in Brazil, and it’s now starting to pick up in Singapore. Sessions are run by Pacific Beach Tennis Academy, which is Singapore's first dedicated beach tennis academy. If you’re looking to: – try a new sport without pressure – meet people in a more relaxed setting – or just switch things up from your usual workouts this might be worth checking out. Sessions are beginner-friendly, and all equipment is provided. If you’re keen or have any questions, feel free to message Luke at 8950 0295. You can learn more about Pacific Beach Tennis Academy here as well: Website: https://pbta.sg/ Instagram: https://www.instagram.com/pbta.sg/

**[Join our WhatsApp Cyber community.](https://chat.whatsapp.com/DmwkbD1Q1LvIFewdjVaopt?mode=gi_t&utm_source=luma)** In today’s evolving cybersecurity landscape, building a successful company is only part of the journey. Understanding how to scale, position, and ultimately exit has become just as critical. Join us for an intimate session with leading cyber founders who have built and scaled companies across different markets. We will explore what it takes to go from zero to scale and what the next wave of exits in cybersecurity might look like from Singapore and beyond. ​​This event is part of the **CyberBoost initiative by CyberSG TIG Centre**, aimed at supporting the next generation of cybersecurity startups in the region. What to expect: * Real founder stories on building and scaling cyber startups * Insights into exit strategies and timing ​​What makes Singapore a unique launchpad for cyber startups * ​​What makes Singapore a unique launchpad for cyber startups ​​The conversation will be followed by **open networking with founders, investors, and cybersecurity professionals**. ## Speakers: **[Paul Hadjy](https://www.linkedin.com/in/paul-hadjy-316a026/)** CEO & Co-founder, Horangi **[Tan Teik Guan](https://www.linkedin.com/in/teikguan/)** CEO & Co-founder, pQCee **[Uzair Javaid](https://www.linkedin.com/in/uzair-javaid/)** CEO & Co-founder, Betterdata ## Hosts: **[Guy Katsovich](https://www.linkedin.com/in/guykatsovich/)** Founding Partner, Fusion **[Raz Kotler](https://www.linkedin.com/in/razko282)** CEO, Valkore **[Sin En Soh](https://www.linkedin.com/in/sinensoh/)** Programme & Venture Lead, CyberSG TIG Centre ## **​​Who Should Attend?** * ​​Cybersecurity founders and builders * ​​Investors interested in cyber and deep tech * ​​Security professionals exploring startups * ​​Members of Singapore’s cybersecurity ecosystem *** ## **​​About CyberBoost** ​​CyberBoost is a founder-focused initiative by the **CyberSG Talent Innovation & Growth (TIG) Centre**, designed to support and accelerate cybersecurity [startups in Singapore.](https://chat.whatsapp.com/DmwkbD1Q1LvIFewdjVaopt?mode=gi_t&utm_source=luma) **​[Join our WhatsApp Cyber community.](https://chat.whatsapp.com/DmwkbD1Q1LvIFewdjVaopt?mode=gi_t&utm_source=luma)**

We’re excited to be part of **“Agentic AI At Work”** — a community meetup happening on **14th May**. If you’re exploring how AI agents are being built and used in the real world, this is a great session to join and learn with the community. From the Redis side, we’ll be presenting: **“Building Production-Ready GenAI Applications with Redis.”** In this talk, we’ll share practical patterns to take GenAI apps beyond prototypes — covering common challenges like **latency, cost, and accuracy**, and how Redis can act as a **real-time context/working memory layer** using approaches like **semantic caching, vector & hybrid search, and efficient retrieval**. If you’d like to learn more about Redis and how teams are using it in GenAI applications, we’d love to have you join. **Important:** RSVP on Meetup is **not enough** — you must register via the **Luma link** to get the joining details and confirmation. Register here (via Luma): https://luma.com/pb93q27u

**You’ve built a career—but are you building something that truly matters?** If you’ve ever wondered whether your skills could be used for something more meaningful, you’re not alone. Join us for an evening of professional networking and knowledge sharing focused on meaningful work and venture building. Connect with like-minded professionals, engage in meaningful conversations, and discover opportunities to contribute to a more sustainable future. This meetup is the perfect platform to expand your network, exchange ideas, and learn the secrets behind venture building. Let’s explore how your experience can help build a better future—alongside others who are turning that same restlessness into real impact. [Note: Do get a drink or food from the venue to support them]

Join leading professionals at our premier Investor Relations Seminar and Corporate Access in Singapore. Designed for institutional investors, IR executives, and financial media, this event delivers strategies to navigate dynamic markets. Learn directly from distinguished Hong Kong-listed companies as they share proven tactics for crafting corporate narratives that secure long-term investor confidence **Feature Speakers included:** Joanne Chan - Founder of LBS Communications Joanne Chan, Managing Director As the Founder of LBS, Joanne manages the overall business and IR services development for clients. With over 15 years of extensive experience in financial communications, branding and media industry, she has substantial experience in advising sizable enterprises on senior management training to develop their investors and media communications skills. Joanne is also an expert in corporate identity development, media strategies and crisis management. She has led the PR work for over 100 listing and fundraising projects in HK and overseas which include over US 10 billion fund raising projects and the largest 500 enterprises worldwide. Expertise • Strategic planning and implementation lead in an international branding company • General Manager at a top tier financial PR firm, Wonderful Sky Financial Group, in charge of the management of investors and media relations services, IPO communications strategic planning and execution • Head of Financial Communications at a listed company, BMI • Renowned clientele includes China University Business School, London Business School, SEB Bank, The Economist, East Capital, Noah Wealth Management, Agricultural Bank of China, China Eastern Airline, Shanghai Pudong Development Bank. She is proficient in English, Cantonese and Mandarin. **Justin Xiao - Principal, Clariti Financial** Justin is a passionate fintech professional with more than 22 years of experience developing, launching, and commercializing new and emerging financial products in US and Asia. Prior to leading fintech startups Railsr and Solaris’ expansion into Asia, he worked at leading financial institutions Visa and Citi. Justin was one of the early champions of the push payment model through card networks and adapted this into QR code payments technology as well as using payment cards for crypto asset off-ramp. He launched the first network QR code payment solution in India, Indonesia, and Thailand. He is now leveraging his experience, network and expertise to support founders and their teams to execute product development, go to market, and fund-raising initiatives. **Raghav Kapoor - Chief Karminator at Smartkarma** Raghav Kapoor is Co-Founder and CEO of Smartkarma, a global investment intelligence platform that enables strategic decision-making through real-time insights, advanced analytics, and direct access to top-ranked analysts. He founded Smartkarma on a clear thesis: technology can address structural inefficiencies in financial research and reshape how investment decisions are made, with a focus on transparency, scalability, and intelligence. Prior to Smartkarma, Raghav was Managing Director at Religare Capital Markets, following the successful exit of Aviate Global (Asia), where he was a Founding Partner. Earlier in his career, he served as Vice President, Regional Equities Sales at Citigroup. Raghav was ranked Asia’s #1 investment idea generator from 2011 to 2013, based on a performance analysis of over one million investment ideas. He holds a First Class Honours degree in Computer Science from University of Cambridge and a Master’s in Management Science & Engineering from Stanford University. **David Ng - Co-Founder and CEO, Arki Finance** David Ng is the CEO and Co-Founder of Arki Finance, a Singapore-based fintech startup using AI to democratise wealth management. He previously served as Deputy CEO of CSOP Asset Management in Singapore, where he led the firm to become a top three ETF issuer in Singapore, and as Group COO oversaw AUM growth from USD 3.7 billion to over USD 15 billion. David has held senior roles at Bank of America Merrill Lynch and Morgan Stanley, and holds an MBA from the University of Chicago Booth School of Business. He also previously served as an IMAS Executive Committee Member, a Singapore Fund Industry Group Executive Committee Member, and Chair of the IMAS Digital & Innovation Committee. **Kailin Zhang - Deputy Director of Investor Relations, Shenzhen Xunce Technology Co., Ltd.** 张凯琳，香港中文大学经济学理学硕士，2016-2020年历任东兴证券社会服务及商贸零售行业首席分析师，大消费行业组长，全面负责社会服务、教育、商贸零售及海外行业研究。2021年加入同道猎聘集团，任投资者关系部门总经理、总裁助理。2026年加入深圳迅策科技股份有限公司，任投资者关系副总监。 **Fanny YAN - Senior Manager, Investor Relations , Nissin Foods Company Limited (1475.HK)** Fanny Yan joined Nissin Foods as Senior Manager of Investor Relations in 2022, responsible for formulating investor relations strategies, communicating with the investment community and managing the daily IR operations of the Company. She has over 19 years of experience in investor relations, corporate finance, corporate communications and corporate governance. Prior to joining Nissin Foods, she held various investor relations positions in Sino Land Company Limited (0083.HK), Xinyi Glass Holding Limited (0868.HK), China Shanshui Cement Group Limited (0691.HK) and Differ Group Holding Company Limited (6878.HK). Fanny received her bachelor’s degree in business administration from The Chinese University of Hong Kong. She is a holder of Certificate in Investor Relations issued by the UK Investor Relations Society. **Nirgunan Tiruchelvam - Head of Consumer and Internet, Aletheia Capital** Nirgunan Tiruchelvam is an equity analyst with over 20 years of experience in emerging markets. He leads the consumer and internet research team at Alētheia Capital, a leading independent investment research firm based in Singapore. Nirgunan's provides actionable and insightful analysis on the trends, opportunities, and challenges in the consumer and internet sectors, covering e-commerce, food & beverage, soft commodities, and FinTech. He has published thematic work on private debt and venture debt, and has extensive coverage of companies such as Grab, GoTo, Coupang, Bukalapak, and Wilmar. He is an expert in private company valuation. Nirgunan has held senior positions in equity research with Standard Chartered, RBS, Exotix and ABN Amro. He is the author of Investing in the Covid Era, which was published by Marshall Cavendish in 2021. It is one of the first accounts of the opportunities and pitfalls for investors during the pandemic. His work has been featured in the Financial Times, Wall Street Journal, and New York Times. He appears on Bloomberg, CNBC and BBC.

**Grow Your Business Through Genuine Relationships** This weekly referral networking session brings together SME owners and professionals who are focused on building meaningful business relationships and expanding their client base through referrals. Many attendees join to build long-term referral partnerships and expand their professional network with like-minded business owners. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What Makes This Different** Unlike casual networking events, this session is structured, efficient, and focused on helping attendees build genuine professional relationships. You will meet fellow SME owners and professionals who are actively growing their businesses and open to building partnerships. The session is professionally facilitated to ensure everyone has the opportunity to introduce themselves and connect meaningfully. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What You Can Expect** • 7.30AM - 9.30AM • Structured introductions from attendees • Opportunity to present your business and services • Referral and opportunity sharing • Professional networking with SME owners and professionals The environment is welcoming, professional, and respectful of your time. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **Who Is This For** This session is suitable for: • SME owners • Business owners and founders • Lawyers and legal professionals • Doctors and medical professionals • Consultants • Immigration service providers • Accountants and professional service providers • Professionals responsible for business growth and client acquisition Whether you are growing an established business or expanding your professional network, this session provides valuable connections. [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **What To Bring** • Name cards • A short introduction of your business • A professional mindset [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7) **Why Attendees Attend Regularly** Many attendees find this to be one of the most effective ways to: • Build trusted professional relationships • Increase referral opportunities • Expand their business network • Stay connected with the local business community [RSVP Here](https://forms.gle/Gt7UemdzUjgRG4ci7)

Saturday HIIT — Let’s move together! 🔥 Worried the workout might be too intense? Can’t run or squat? No problem! Our professional coach will guide both beginner-friendly and advanced variations, so everyone can join at their own pace and get healthier together 💪💪 周六 HIIT，大家一起动起来！🔥 不用担心动作太激烈，不会跑、不能深蹲也没关系！ 我们有专业教练带领，全程会示范 “新手动作” 和 “进阶动作”，让每个人都能跟上自己的节奏，一起变健康 💪💪

Welcome beginners and intermediate to join us. Please pm me to confirm your slot, or feel free to reach out if you have any enquiries. thanks 😊 Add my xiaohongshu id: 27421369691 欢迎新手 / 中等水平球友加入我们！如果有什么问题可以私我， 谢谢～ 欢迎加我小红书ID: 27421369691

⚠️ **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)

😴 Who walks 50KM in the middle of the night? We do. 👣🌙 📍 2026.05.16 Saturday 🚇 Start Point: Bishan MRT 🕣 Time: 8:45PM We’re not here for sightseeing. We’re here to challenge ourselves. ⚡ This is the type where you’re still power walking at 2AM, questioning your life choices… while somehow still having fun. 👣😹 🔥 50KM long-distance challenge 🔥 All-night endurance walk 🔥 No racing — just keep moving 🔥 Drawing a giant cat with our footsteps 🐾 Somewhere before sunrise, when the city is still asleep and your legs are barely functioning… you’ll realize this is the kind of adventure people remember for a long time. 🌙 If you’ve ever wanted to experience a real walk-through-the-night adventure… Come join us. 🐈‍⬛👣

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)**

**Friday is our open co-working day.** ​​Friday is our open co-working day. Arrive anytime from 10AM — bring your laptop, grab any open seat, stay as long as you like. ​Most people show up after lunch and settle in before The Stage. It's quiet, focused, and builder- and founder-led. **The Stage @ 1.30pm: Demo Day!** Sign up for demos here: [https://www.notion.so/sq-collective/Demo-Day-The-Stage-303aae2f95ae80a78560c0502ee8ff6b?source=copy_link](https://www.notion.so/sq-collective/Demo-Day-The-Stage-303aae2f95ae80a78560c0502ee8ff6b?source=copy_link&utm_source=luma) This week is Demo Day. ​​Everyone gets 5 minutes to share what they are building. ​​If you are new, this is your chance to show what you are working on now. If you have presented before, come back and show how the project has changed since the last time. ​​The point is not polish. It is progress. Show the work as it is, share what has changed, and let the room see the build happening in real time. ​After the session, we go back to work.

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.

**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.

**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

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.

Join us as we get together to see the top-reviewed comedy-drama, I LOVE BOOSTERS! The film comes from writer/director Boots Riley and follows a group of shoplifters who take aim at a cutthroat fashion maven. Here are details, trailers and our plan for this event: DESCRIPTION: The film follows a group of shoplifters who take aim at a cutthroat fashion maven. It is written/directed by Boots Riley (Sorry to Bother You) and stars Keke Palmer, Naomi Ackie, Taylour Paige, Poppy Liu, Eiza González, LaKeith Stanfield, Will Poulter, Don Cheadle, and Demi Moore. BUZZ AND ACCLAIM: I Love Boosters was the opening film at this year’s SXSW Festival and premiered to rave reviews! It is currently earning a tremendous 97% positive rating on Rotten Tomatoes where critics call it, “an unexpected celebration of friendship, community, and solidarity.” Others call the film “an exercise in radical empathy,” a “masterful” and “optimistic” film designed to “provoke discussion” while making the audience laugh. TRAILER: [https://www.youtube.com/watch?v=r4lPRISgr9c](https://www.youtube.com/watch?v=r4lPRISgr9c) SUMMER OF ICE CREAM: GRAETER’S! Established way back in 1870 in Cincinnati, this historic, family-owned brand is famous for their delicious small batch ice cream and any chocolate chunk flavors! They are currently the only commercial ice cream maker using the French Pot method that they’ve been using since they first opened! Plus, those chocolate chunks, oh my goodness! Vegan options are available. PLAN: We’ll plan for a 7pm-ish showing and will meet in the lobby area about 20 minutes before the show. Advance ticket purchase not required for this theater but Showtime and complete details will be confirmed/announced as the date gets closer. Look forward to seeing you there, Dan

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

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

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.