Search, Information Retrieval

Come hang out with us every Friday as the sun sets. It's a chance to share your wins (and setbacks) while unwinding. Whether you're new to the city, hoping to meet new people, or just looking for a laid-back spot to relax after a busy week, Friday Sundown Socials is the ideal place to connect in a casual atmosphere. Venue: Open Sourced Website: [www.opensourced.so](http://www.opensourced.so/) Date: Every Friday Time: 6pm onwards Age Group: 25 to 59 Location: 10A Perak Road. Singapore 208131 Admission: $10 (includes free drink) 🍺🍷🍸

Feeling confused about weight management or tired of starting and stopping diets? **Weight Management Made Easy** is a beginner-friendly sharing session designed to help you understand weight in a clear, practical and sustainable way — without pressure, restriction or extreme methods. This relaxed and easy-to-follow session is perfect for beginners who want to feel healthier, lighter and more confident, one step at a time. **What You’ll Learn:** * Why weight gain happens (explained in simple terms) * What “sustainable habits” really mean for everyday life * Easy nutrition principles you can apply daily * How to support your body for long-term results **Who This Session Is For:** * Beginners who feel overwhelmed by weight-loss information * Anyone tired of strict diets that don’t last * Those looking for a realistic and sustainable approach to health **What This Session Is Not** ✨ No crash diets ✨ No complicated science ✨ No extreme rules Just simple, practical habits that work in real life. If you’re ready to stop guessing and start managing your weight with clarity and confidence, this session is for you. Join us and take your first step toward sustainable results.

Whether you are looking to buy your first home or considering investing in real estate properties, this meetup is perfect for beginners in real estate investing. Book Coach Douglas for an informative session on the basics of real estate, different investment strategies and how to make the most out of your property purchase for personal use or as an investment. Take the first step towards achieving your financial goals through property ownership. Don't miss out on this opportunity to learn and grow your real estate knowledge!

#### **Attention:** Ready to connect with like-minded entrepreneurs and discover how AI can revolutionize your wellness business—live and in person? #### **Interest:** 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. #### **Desire:** 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*. #### **Action:** 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!

* Please remove your RSVP if you can't make it by 5pm (except for wet weather) so that others can take over and enjoy the game. * Please bring your paddle or look for Jimmy or Sarah for the spare paddle if you do not have one. * Venue: Tampines St 45, Blk 498C (Multi-storey car park top level) * Time: 6:30 pm to 9:00 pm * Only those RSVPs are allowed for the session. * Please follow the queue system on the court. * No cancellation announcement will be made due to wet weather, it is on the player's discretion to decide whether to attend the session.

**wind down from a busy week with a crafty activity.** choose between sticker jamming or bear figurine painting. do it solo, side-by-side, or with light chats — you choose how much interaction you want. if you prefer to work on your own thing but want to be here for the community, that's fine too. ***what to expect?*** \- free & easy event without host \- a safe space to try something new\, work on crafts or just do your own thing \- for activity: choice of sticker jam or bear figurine \- connection’s optional\, comfort’s essential: chat when you feel like it\, and honor others’ space when they don’t note: this event supports solo participation. let us know via whatsapp if you will be uncomfortable attending alone so we can make arrangements. ***fee*** **entry** \| $15 per pax inclusive of 1 complimentary activity or drink ***please whatsapp 83370678 and make payment to secure your slot*** \> PayNow via UEN: 202423107Z ***location*** The Noodle Place, 15A Circular Road (2nd floor) Singapore 049371 *(no outside food & drinks please!)* ***want to reach out?*** whatsapp us at 83370678 **💰 *why we charge*** fees help cover costs (venue, manpower, materials) and create a better-quality crowd, attracting attendees who are intentional and committed about their rsvp.

FOC. Room #02-05 opens 6.30pm for networking. Meeting starts 7pm sharp. Free of Charge. Meeting on Zoom. Come Upgrade yr Public Speaking Skills & Leadership skills at the most premier club in Singapore. 1st IN THE WORLD to qualify for 10/10 of the distinguished club program. The club which clocks in all the Memberships ribbons conquer yr Fear of Public Speaking. Singapore's Top Public Speaking Club. FREE OF CHARGE (Usual $10/meeting)

You're warmly invited to join **Hearts United** for a special afternoon of **prayer, connection, and community** with fellow Catholics (30-45yo). We highly encourage you to attend the **12:00pm Novena Devotion**, centering our hearts in prayer and reflection. Afterward, we’ll gather for an hour of relaxed **fellowship and mingling** — a chance to meet like-minded individuals who share your faith, values, and life stage. We’ll conclude our time with a **closing prayer**, lifting up the intentions of our group and giving thanks for the new friendships being formed. **Schedule:** ✝️ 12.00pm – Novena Devotion (attend at your own pace) 😄 12.30pm – Fellowship & Mingle (see comment below for location) 🙏 1.30pm – Closing Prayer 💬 **After-Novena Conversations** Let’s take a moment after the Novena to unwind, share our thoughts, and enjoy each other’s company. There’s no set agenda — just friendly conversations about faith, life, and everything in between. If you’re not sure where to begin, here are a few ideas to get things flowing: 🌿 **Faith & Reflection Topics** * What do you find most meaningful about attending the Novena? * What part of today’s homily spoke to you personally? * What helps you stay close to your faith when life gets busy? ☕ **Personal Growth & Connection Topics** * What qualities do you value most in friendship or community? * How do you like to spend your weekends or free time? * What’s something new you’ve tried recently or would like to learn? 💬 **Light & Fun Conversation Starters** * What are your hobbies or interests? * What’s your go-to comfort food after church? * If you could travel anywhere, where would you go? Whether you're new to the group or a returning friend, we look forward to seeing you there! Please feel free to introduce **Hearts United** to friends whom you know would be a great fit for this community. **With faith and friendship, *Hearts United***

***a gentle origami session for first-timers to build quiet connections*** difficulty: 1.5 / 5 we'll aim to learn 2 to 3 origami model per session, focusing on practice to build muscle memory. ###### ***what to expect?*** \- small group led by participant\-host \- newbie\-friendly; all materials provided to learn together \- option for interaction: question prompts hidden in origami \(*your choice* *to share or ignore!*) \- connection’s optional\, comfort’s essential: chat when you feel like it\, and honor others’ space when they don’t 🪑 ***who is this for?*** \- introverts who enjoy lowkey social settings and natural conversations led by activities \- bonus if you enjoy crafts or trying new stuff ***fee*** entry \| $12 per pax\, inclusive of required materials ***please whatsapp 83370678 and make payment to secure your slot*** \> PayNow via UEN: 202423107Z ***location*** The Noodle Place, 15A Circular Road (2nd floor) Singapore 049371 *(no outside food & drinks please!)* ***want to reach out?*** whatsapp us at 83370678 **💰 *why we charge*** fees help cover costs (venue, manpower, materials) and create a better-quality crowd, attracting attendees who are intentional and committed about their rsvp.

To confirm your participation, please email **completeme@outlook.sg** or WhatsApp **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 someone who shares your outlook on life? This unique speed dating event is tailored for Buddhists and free-thinkers — individuals who value open-mindedness, thoughtful conversation, and meaningful connection. You’ll enjoy meaningful 1-to-1 rotations with the opposite gender, specially curated to help you create genuine connections. 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. 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 Gentlemen's Tickets $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.

Hello Leader-Readers Happy New Year! I hope the festive season has treated you well, filled with good food, rest, and joyful celebrations. What better way to kick off the new year than by coming back to the library for February’s Book Club session! In collaboration with Book Lovers Club, we will be discussing Mind Over Money by author and BBC Radio 4 presenter, Claudia Hammond. Registration for the upcoming session is available at this link: https://go.gov.sg/nlbblc. A few things to note: * Registration is through myLibrary ID, do have it ready before proceeding with registration. * If all slots are taken up, you will be able to register into a waiting list via the same channel. * As slots are limited, please be considerate - attend the slot you have signed up for and be punctual!. If you are unable to make it, please drop me an email. * Registration closes on 6 February, 12pm. Cheers, SG Self-Development Book Club

## Build an AI Backend ​Chatbots are frontend. The interesting question is: what happens when AI moves into your backend? ​Not a copilot. Not a chat widget. A reasoning layer that sits alongside your services - making decisions that used to be hardcoded, replacing brittle if-else chains with logic that actually understands context. ​[AgentField](https://umami-production-286d.up.railway.app/q/qu0EUyujU) is infrastructure for this. Agents that share memory without Redis. Agents that find each other without service registries. Just Python/typescript functions - no DAGs, no YAML, no workflow definitions. ​Come build something that belongs in a backend, not a chat window. ​**The Workshop:** ​In one hour, you'll build a system where multiple agents research a topic in parallel, share what they find, and go deeper where it matters. ​Not by wiring up message queues. Not by defining DAG configs. You'll write Python (or typescript) functions, and the coordination just happens. * ​**Reasoners** \- Functions where AI makes decisions * ​**Skills** \- Functions where code does the work * ​**Memory** \- State that flows between agents automatically * ​**Discovery** \- Agents call each other by name\, routing happens ​By the end, you'll have a working deep research system - the same pattern that powers everything from due diligence pipelines to adaptive content generation. ​Want to try it before the hackathon? [Join our Discord](https://discord.com/invite/aBHaXMkpqh) \- ask questions\, get help if you get stuck\, or just say hi\. ​**What makes this different:** * ​**Memory without infrastructure** \- Memory that works across all your agents\. No Redis\, no Postgres\, no config\. * ​**Agents find each other** \- Discovery engine routes automatically\. No service registry setup\. * ​**Reasoners vs Skills** \- AI decides\, code executes\. Clean separation that's easy to test and reason about\. * ​**Just simple** \- No workflow DSLs\. No DAG definitions\. Write functions\, decorate them\, done\. ​**The Challenge:** ​Rethink what AI applications look like after the chatbot. ​The chatbot was AI-as-interface: human inputs, AI responds. The AI backend is AI-as-infrastructure: agents that make decisions, share context, and do work - whether a human is watching or not. ​Build the application that exists on the other side of that shift. ​**🏆 Prizes:** ​$2,000 USD in OpenRouter credits: * ​1st Place: $1,000 * ​2nd Place: $600 * ​3rd Place: $400 **⚡ Agenda:** * ​10:00 AM - Kickoff + Workshop: From Hello World to Deep Research * ​10:30 AM - Team formation + hacking begins * ​12:00 PM - Lunch * ​3:30 PM - Hacking ends / Live demos (3 min per team) * ​4:30 PM - Winners announced * ​5:00 PM - Close **Who should come:** * ​You've built chatbots and want to build something deeper * ​You're curious what AI looks like when it's not a UI feature * ​You want to replace some hardcoded logic with reasoning * ​You just like building things ​Python or TypeScript. No agent experience needed. ​**How we'll judge:** 1. ​**New problem space** \- Is this AI\-as\-infrastructure in a domain we haven't seen? Show us something beyond chatbots\. 2. ​**Replaced complexity** \- Did you simplify an architecture that was previously a mess of services\, queues\, or hardcoded rules? Does it make sense cost\-wise? 3. ​**High leverage** \- Either high volume \(worth automating\) or high stakes \(worth reasoning about\)\. Bonus if both\. 4. ​**Previously impossible** \- Does this enable something that couldn't exist before? Not just faster or cheaper \- genuinely new\. **💡 What could you build?** * ​**Pricing that adapts in real-time** \- Considers inventory\, demand\, and competition \(for example\) simultaneously\. Reasoning and autonomous\, not rules\. * ​**Supply chain that coordinates** \- Shortage detected\, alternatives evaluated\, routes recalculated\, alerts sent\. * ​**Code Security Review for PR** \- Every PR launching and finding complex security threats and patterns that are non\-trivial ​Build something we haven't thought of here, and you have your own startup at hand ! ​**📚 Resources:** * ​Docs: [agentfield.ai/docs](https://agentfield.ai/docs/?utm_campaign=hackaton_1&utm_source=aibuilders&utm_medium=hackaton&utm_id=hack_sing-1&utm_content=docs-cta) * ​GitHub: [github.com/Agent-Field/agentfield](https://umami-production-286d.up.railway.app/q/qu0EUyujU) * ​Discord: [Join](https://discord.com/invite/aBHaXMkpqh) to prep and find teammates * ​Deep Research Guide: [Build your first system](https://umami-production-286d.up.railway.app/q/qu0EUyujU) * ​Blog: [The AI Backend](https://agentfield.ai/blog/posts/ai-backend/?utm_campaign=hackaton_1&utm_source=aibuilders&utm_medium=hackaton&utm_id=hack_sing-1&utm_content=blog-cta) **🤝 Hosts:** * ​**AgentField** \- Backend infrastructure layer for autonomous AI\. * ​**AI Builders** \- Community of engineers building the future of AI\. ⚠️ Limited spots. Register now.

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

We will have lunch at Cap City Diner in Gahanna at 12:00 then walk over to the theater afterwards. The Movie Solo Mio starts at 1:20.It will be posted when tickets available to purchase probably the week before then we’ll post our seat number so we can all sit together 😎

**[There will be one surprise activity at this event - I will update the description as I am allowed]** Let's get together and **WORKSHOP** about Job Searching and Career Management. Here are some of the content areas we can cover - expect this to change. * Using AI effectively (search, resume). * Job Search Tooling (i.e. TopResume, Job-Squid). * Resume / LinkedIn Review * Practice Interview * Practice Elevator Pitch Food and drinks will be available. **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

Let’s try MILO this week. Back to our old stomping ground COLUMBUS RECREATION CENTERS require membership fee to play. Register & Pay at the desk when you arrive. $5 day pass is available for first time players. I have some extra pickle ball paddles and balls if you don’t have one. Definitely bring your own paddle if you have one and bring some balls if you have them. Legal Stuff: The event hosts/Organizers are just fellow member volunteers. By participating in any event, you assume all risks of liability and injury inherent in these activities. You are responsible for your own safety and for determining if you are in condition fit to participate. You are also responsible for knowing and abiding by all laws and rules during your participation in any event.
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