Data Integration

**Special topic for this week: This week we have a short talk on Ocaml language features you definitely want to know!** 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!

Welcome! Gist below! :-) 1. Bring a book to the meet! 2. Buy a drink (and a bite if you're hungry). 3. Say hi to the folks. 4. Read! 5. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Ang Mo Kio (NS18)

Please RSVP @ [https://www.eventbrite.sg/e/1986957038991](https://www.eventbrite.sg/e/1986957038991) 活动亮点： 1\. 企业发展阶段全景解析 2\. 各阶段管关键应对 3\. 与企业主深度交流，拓展人脉资源

Hi OpenSearch Community in Singapore, This is our first networking event for OpenSearch enthusiasts and builders in Singapore. OpenSearch is evolving rapidly, and we're witnessing significant shifts in how the project approaches everything from AI integration to everyday log management. **Agenda** * **6:30 PM – 7:00 PM** — Networking and Meet & Greet with some Pizzas! * **7:00 PM – 8:00 PM** — *What's New, What's Next: OpenSearch Community Meetup* **Speakers -** **Michael Supangkat** and **Farid Baharuddin** **What We'll Cover** We'll open with highlights from the **OpenSearch 3.5 release** — features you can start using today. These include the **Prometheus Discover experience**, which enables you to visualize metric data from Prometheus data sources directly alongside your logs and traces, as well as new support for **agentic conversation memory**, making it significantly easier to manage context and history for LLM-powered applications. We'll then take a broader look at the **2026 vision**, exploring planned features that signal where the project is headed: * **Automated Query Insights** — How the engine is moving toward self-healing capabilities by automatically detecting slow query patterns and recommending optimizations. * **Interleaved A/B Testing** — A closer look at tuning search relevance using live data directly within the engine, eliminating the need for external tooling. Looking forward to seeing you and learning from each other!

To confirm your participation, please email **completeme@outlook.sg** or WhatsApp **(65)** **81252321** us at least 3 days before the event. Please note that marking yourself as “Interested” on Meetup does not confirm your slot. Kindly contact us early to secure your place. **Walk-ins are not allowed.** Everyone deserves a chance at love — no matter where life has taken them. Fresh Starts is a welcoming speed dating event specially curated for those who are divorced, widowed, or simply looking to begin a new chapter. Meet like-minded singles in a supportive, judgment-free space where genuine connections are the goal. Through a relaxed 1-to-1 rotational format, you’ll have the opportunity to engage in meaningful conversations, and mutual matching will be done at the end to help take things further with someone you click with. Whether you're rediscovering love or open to something new, this is your chance to start fresh — because love doesn’t have an expiry date. ❤️ Your experience doesn’t end there. You will be invited to a private Telegram group for one week, providing the opportunity to continue conversations either in the main group or privately with your matches. Your ticket includes: ✨ 1 complimentary drink ✨ Guided 1-to-1 rotations ✨ Mutual matching ✨ A week-long facilitated Telegram chat group If you’re looking to meet new people, expand your circle, and potentially discover someone special — this is an event designed for you. **Cost:** Lady's Ticket $38 Gentleman's Ticket $38 This event is organised by **CompleteMe Dating Agency**. Founded in 2012, CompleteMe is a Singapore-based dating agency known for its curated dating events and speed dating sessions designed for working professionals. Having organised over 1,000 dating activities, the agency has helped countless singles meet, connect, and build meaningful relationships over the years. As a legit dating agency, CompleteMe conducts verification checks to ensure that all participants are legally single.

The Singapore Oracle Users Group is proud to host a knowledge-filled day on Oracle Tech. # ​**Welcome to SGOUG SW Monsoon Conference 2026!** ​**Date:** Thursday April 16, 2026 ​**Time:** 9 am to 5.00 pm (registration and coffee starts at 9.00 am) **Registration:** https://luma.com/y2nkav8j (All attendees **must** register using the link provided) ​**Location:** *See registration site for details.* ​Join us for our one-day conference where we dive into the future of data and AI. We are excited to showcase **Oracle AI Database 26ai**, now available on-premises. It is packed with everything you need to build next-generation AI applications and modern enterprise apps right where your data lives. ​Attendees will also have the chance to opt in to participate in Oracle University's complimentary course and certification to be an **Oracle AI Vector Search Professional**. The certification exam regularly costs SGD 338.57! ​Don’t miss out on the ultimate developer tech conference of the season. # ​**Agenda** ​*The main track has seven sessions that cover a broad range of subjects including AI, Agents, Oracle AI Database, Oracle APEX, and Oracle Fusion integrations.* ​**09:00** \- Registration and Breakfast **09:30** \- Keynote **10:00** \- APEX vs\. AI: Evaluating ChatGPT\, Claude\, and Copilot \| *Morten Egan, Standard Charted* **10:45** \- A Humbling Experience \- From Database Expert to an AI Newbie \| *Connor McDonald, Oracle* **11:15** \- From Python to AI Lakehouse: Deploying an Autonomous Database End\-to\-End in the Cloud \| *Bruno Reis da Silva and Patrik Hollming, Miracle* **12:00** \- Sponsor session **12:15** \- Lunch **13:15** \- 100% Live Demo\! 26ai \- Zero Slides\, Zero PowerPoint\, Zero Marketing \| *Connor McDonald, Oracle* **14:00** \- Building Real\-Time Extensions to Oracle Fusion Applications \| *Richard Dalvi, 4i Apps Solutions* **14:45** \- Afternoon break **15:00** \- Proving the Data: Oracle GoldenGate Veridata in Action: Setup\, Compare\, Optimize \| *Nassyam Basha and Zaheer Syed, Techvisions* **15:45** \- An Agentic AI Solution for Retrieving Knowledge from a Large Haystack of Unstructured Documents \| *Matias Helskyaho and Patrik Hollming, Miracle* **16:30** \- Closing and Raffle\! # ​**Don't Miss Out!** ​Beyond content, this exclusive conference also offers an unparalleled chance to: * ​Network with fellow professionals and industry experts * ​Gain hands-on experience with Oracle technologies * ​Stay ahead of the curve with the latest innovations and trends * ​Unlock new opportunities for growth and innovation in your organization ​See you soon! # ​**Sponsor** ​We are grateful to Oracle for supporting the conference with a venue, food, and drinks!

To confirm your participation, please email **completeme@outlook.sg** or WhatsApp **(65)** **81252321** us at least 3 days before the event. Please note that marking yourself as “Interested” on Meetup does not confirm your slot. Kindly contact us early to secure your place. **Walk-ins are not allowed.** Looking to meet new people in a more relaxed way? This session is designed for singles who enjoy discovering new experiences while meeting like-minded individuals. Using the SG Culture Pass, we’ll explore a cultural experience together — giving you something engaging to do, talk about, and connect over. We are expecting 8 – 12 singles. At the end of the session, our mutual matching process helps your newfound connections continue beyond the event. Your experience doesn’t end there. You will be invited to a private Telegram group for one week, providing the opportunity to continue conversations either in the main group or privately with your matches. **This Month’s Experience** Here’s what you can expect at our tumbler workshop: Pick 5 Stencils You Love – Choose from our curated collection made specially for stainless steel tumblers. Premium Tumbler Provided – We’ll set you up with a high-quality stainless steel tumbler as your canvas. Lasting Designs – Our special priming & curing process keeps your art vibrant and long-lasting. **Event Fees** This event consists of two separate payments: $75 (Activity Fee) Payable directly via your SG Culture Pass using the vendor’s booking system. $18 (Matching & Facilitation Fee) SG Culture Pass credits cannot be used for this fee. Covers: ✨ Guided group rotations ✨ Mutual matching ✨ A week-long facilitated Telegram chat group **How It Works** 1\. Register & Payment Register and pay the $25 facilitation fee by 11 April. Places are on a first-come, first-served basis. 2\. SG Culture Pass Payment We’ll confirm the event at least one week in advance, before you proceed with payment using your SG Culture Pass. Payment must be completed by 12 April. **Cost:** Lady's Ticket $18 Gentlemen's Tickets $18 This event is organised by **CompleteMe Dating Agency**. Founded in 2012, CompleteMe is a Singapore-based dating agency known for its curated dating events and speed dating sessions designed for working professionals. Having organised over 1,000 dating activities, the agency has helped countless singles meet, connect, and build meaningful relationships over the years. As a legit dating agency, CompleteMe conducts verification checks to ensure that all participants are legally single.

🌏 **We’re excited to announce Global Azure Bootcamp 2026 – Singapore Edition!** 📅 **Mark your calendars for Friday, April 17th!** Join us for a day filled with inspiring sessions, expert insights, and hands-on learning as we dive into the latest in **Microsoft Azure**. This year’s bootcamp features **one action-packed track** covering a wide range of topics including **Natural Language Processing, Chatbots, Azure Applications, Data**, and more — all delivered by **Microsoft MVPs and industry experts**. 📌 **Agenda:** 9.30 AM-10 AM : Key Note 10 AM-10.45 AM : Turning Data into Insights with Data Agents in Microsoft Fabric by Dharmendra Keshari, Cloud Solutions Architect at Microsoft 10.45 AM-11.30 PM : From Prompt to Product: Becoming an AI-Native Developer by Mohamed Zafir,Solutions Engineer at Microsoft 11.30 PM-12.15 PM : Data Monetisation with Fabric by Naginder Singh Virdi, Sr Cloud Solutions Architect -Analytics Lead at Microsoft 12.15 PM-1 PM : MCP Server for Enterprise Solutions by Senthamil Selvan, Microsoft MVP, Solution Architect at Acumant 1 PM-1.30 PM : Lunch Break 1.30 PM-2.15 PM : Agentic AI in Action: Exploring Tools, A2A, MCP and Azure AI Foundry by Dinesh Priyankara, Microsoft MVP, Data & AI Architect, CEO at dinesql 2.15 PM-3 PM : TBD by Dileepa Rajapaksa, Microsoft MVP, Cloud, Channel Specialist at Pax8 3 PM-3.45 PM : AI Driven Kubernetes Operations with AKS-MCP by Sivaiyah Yakkaanti, Senior Cloud Engineer at AMD 3.45 PM-4 PM : Closing Note Follow this space for updates. We can’t wait to see you there.

Ready to connect with like-minded entrepreneurs and discover how AI can revolutionize your wellness business—live and in person? Join us for this exclusive live meetup where we bring together forward-thinking business owners, wellness advocates, and digital entrepreneurs. You’ll learn how to use AI tools to simplify your marketing, boost your online presence, and grow your income—all while promoting better health and balance in your life and business. Picture a vibrant room filled with positive energy, powerful insights and real collaboration opportunities. You’ll walk away with practical AI strategies, valuable connections and an inspired vision for building a wellness brand that truly works for *you*. Don’t miss this in-person opportunity to learn, network and elevate your wellness business. RSVP now to secure your seat—spaces are limited for this live meetup!

**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]

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)

We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**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** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

**Details:** If you haven’t yet built an Agent yourself, this is for you! A hands-on workshop where you build a production-ready AI chatbot from scratch using Python, Streamlit, Claude AI, and RAG (Retrieval-Augmented Generation). **Speaker Bio:** Gus Cavanaugh is a former strategy consultant turned GTM leader in data and analytics. He teaches Python, data, and AI through local meetups and enjoys helping others get hands-on with modern tools. He lives in Winston-Salem with his family and starts most days at 6am in the gym. **Audience Takeaway:** By the end of this workshop, you'll have created: * ✅ AI-powered chatbot that answers questions about uploaded documents * ✅ RAG implementation with vector search and semantic retrieval * ✅ Web search integration for current information * ✅ Professional web interface using Streamlit * ✅ Cloud-deployed application that runs immediately * ✅ Portfolio-ready code you can customize and share No AI experience required. No local installation needed. Everything runs in the cloud. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** **[AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **AlphaSense's Overview:** The world’s most sophisticated companies rely on AlphaSense to remove uncertainty from decision-making. With market intelligence and search built on proven AI, AlphaSense delivers insights that matter from content you can trust. Our universe of public and private content includes equity research, company filings, event transcripts, expert calls, news, trade journals, and clients’ own research content. * The acquisition of Tegus by AlphaSense in 2024 advances our shared mission to empower professionals to make smarter decisions through AI-driven market intelligence. Together, AlphaSense and Tegus will accelerate growth, innovation, and content expansion, with complementary product and content capabilities that enable users to unearth even more comprehensive insights from thousands of content sets. Our platform is trusted by over 6,000 enterprise customers, including a majority of the S&P 500. Founded in 2011, AlphaSense is headquartered in New York City with more than 2,000 employees across the globe and offices in the U.S., U.K., Finland, India, Singapore, Canada, and Ireland. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Apr 15. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

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)