Machine Learning

🎤 The Premium Vocal Class in Singapore Meet the No.1 Korean Vocal Trainer since 2012 “Bring the song you cannot sing now — I’ll make sure you can. If not, I’ll refund.” ⸻ Why Choose LIM MIRI (林美利)? ✨ Singapore’s Top Korean Vocal Coach • 13+ years of teaching (since 2012) • Holder of National Level 1 Vocal Training Certificate • Winner of Busan MBC Hyunin Music Competition 🏆 • Vocal coach of the 2024 Best Song Award Winner • Professional singer & teacher with international stage experience ⸻ N-in-1 Premium Class With one coach, you can master all genres: • 🎼 Classical vocalisation • 🎷 Jazz vocalisation • 🎤 Pop, K-pop, J-pop, C-pop • 🎸 Rock vocalisation 👉 No need for multiple teachers. 👉 A single, streamlined premium program to cover every vocal style. ⸻ The Guarantee: High Notes, Real Voice 🎶 +5 Keys Up in Chest Voice — Guaranteed If you can’t reach the high notes with your real voice (진성), I will refund. That’s how confident I am. Bring the songs you cannot sing now — you’ll sing them flawlessly within my training. ⸻ More Than Singing — A Voice for Life This is not just about singing. I also provide speech correction & vocal health training for: • Professionals who lose their voice easily when speaking • Students struggling with presentation & public speaking • Anyone who wants a clear, powerful daily voice 👉 When your voice changes, your whole life becomes happier. ⸻ The Premium Experience 💎 Every session is 3x more effective than ordinary classes. 💎 In just 4 lessons, you will discover your inner voice. 💎 A deep, high-quality curriculum designed originally for students preparing to debut as professional singers in Korea. This is not a casual hobby class — it’s a transformational premium program that delivers results. ⸻ Courses 💎 Trial Session 40 minutes — only $20 🎤 1:1 Premium Coaching $550 / 1 pax / 4 lessons / 45 min each 🎶 2 Pax Group Session $350 / each pax / 4 lessons / 50 min each ⸻ Start Now 🎵 Don’t miss the chance to learn from the best Korean vocal trainer in Singapore. 📩 Contact me today and experience the class that no one else can offer. ⸻ 🔖 #PremiumVocalClass #LuxuryTraining 🔖 #Kpop #Pop #Jazz #Classical #R&B #Cpop #Jpop 🔖 #HighNoteGuarantee #LifeChangingVoice whatsapp 89553824

**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!

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

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)

We are launching a new Beach Tennis Group Class every **Wednesday from 745–915 PM at West Coast Park**. Whether you’re completely new to the game or an experienced player looking to sharpen your skills, this session is designed for **all levels**: * Beginners will learn the fundamentals — strokes, movement, and coordination on sand. * Intermediate and advanced players can work on strategy, consistency, and competitive drills. You can register your interest here: [https://form.jotform.com/pacificbeachtennis/pbta-sign-up](https://form.jotform.com/pacificbeachtennis/pbta-sign-up), or contact Luke at 9476 5258 to register

Beginner class come drill n play

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!

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!

🌏 **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.

**Expat Nearby : TGIF Chill 🍻** The week is ending — how would you like to spend your Friday evening? Instead of heading home and scrolling through your phone, join us for a relaxed TGIF gathering where expats, global professionals, and locals in Singapore can meet, unwind, and enjoy good conversations. This is a simple and friendly social event where you can: • Meet new people • Make new friends • Share stories and experiences • Enjoy food, drinks, and great company 💰 **Event contribution: SGD $10** (Helps support the community and event organization) Whether you’re new to Singapore or have lived here for years, everyone is welcome. No pressure. No awkward networking. Just good people, relaxed vibes, and a great way to start the weekend. Come by, say hello, and enjoy the evening with us.

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!

**Dates:** * 4 April 2026 * 18 April 2026 * 2 May 2026 **Timing:** 2pm onwards **Venue:** HackerspaceSG **Address:** Textile Centre, #08-10, Singapore 199018 ​We'll be hanging out to practice some LeetCode questions together. **\#\# No food provided \#\# Bring your laptop \#\#** # ​Format: * ​Pick a random LeetCode question (easy or medium). * ​One volunteer will connect to screen and attempt the question within 40 minutes. * ​Rest of the group will either role-play as interviewer, collaborator or just observe. * ​At the end of the attempt, the group will provide feedback to the volunteer. # ​Format of Feedback: ## ​Soft skills * ​Ask good questions? * ​What should be talked about? What should demo thru code? ## ​Technical feedback * ​Quality of execution. # ​About JuniorDev SG: ​JuniorDevSG is a developer interest group that focuses on providing a place for junior developers to learn and network with each other. ​At the same time, we seek to be a support system to help junior developers break into tech, navigate their careers as well growing them to one day become senior developers or tech leaders in the tech industry.

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)

**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

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

Curious about “vibe coding” but not sure what it actually means? This beginner-friendly talk is about how people are using AI to build websites, apps, automations, and small software projects by describing what they want in plain English. We’ll cover what vibe coding is, what AI is good at, where it falls short, and how to actually use it without getting lost. The goal is not to hype AI as magic — it’s to show how to use it as a practical tool. This session is designed for beginners, curious builders, non-programmers, and developers who want a clearer picture of how to build with AI today. Topics include: * What “vibe coding” means * What AI can help you build * Where AI is useful and where it is unreliable * A simple workflow for building with AI * Prompting tips for better results * Common beginner mistakes to avoid If you’ve ever thought, “I have an idea, but I don’t know how to build it,” this talk is for you. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com