Algorithms

**Register now to attend! =>**[https://konfhub.com/ksug-sg-2026-01-14](https://konfhub.com/ksug-sg-2026-01-14)**<=** **Latest promotions** discovered by [KSUG.AI](https://ksug.ai/?ref=meet) community! * **30%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI** * **30%** off [Linux Foundation](https://ksug.ai/?ref=meet) Certs using code **30K8SUG** * Up to **30%** OFF popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) * **25%** off [THRIVE-ONE subscription](https://jf1.ksug.ai) We're excited to welcome you to the upcoming **KSUG.AI Singapore Meetup** — happening both in-person at **[Nutanix](https://www.nutanix.com/)**[ ](https://www.nutanix.com/)office and online via [Zoom](https://linktr.ee/ksug.ai)! 🎉 **Agenda and topics preview:** * Food, drinks and Socializing * Welcome / Introductions by the Organizers @**[KSUG.AI](https://ksug.ai/?ref=meet)** * **Topic 1:** Microservices Canary Deployment in a DevSecOps Pipeline Powered by Service Mesh and CELYNA AI by [Doddy Kristianto](https://www.linkedin.com/in/doddy-kristianto-3888ba1a/) [Lukas Septa Hernanda](https://www.linkedin.com/in/lukasepta/) and [Restu Nursobah](linkedin.com/in/restunursobah) at [Telkomsel](https://www.linkedin.com/company/telkomsel/) * **Topic 2:** AI-Driven Kubernetes Operations Integrating with Model Context Protocol (MCP) by [Siva Yakkanti](linkedin.com/in/sivaiah-yakkanti-83a57412), Platform Engineering. * **Quiz time:** nice swags giveaways Food and drinks will be provided between **6 and 6.30 pm** on a first-come, first-served basis. This is a great opportunity to learn and network with our peers. Thanks to our sponsors @**[Nutanix](https://www.nutanix.com/)**, @**[KodeKloud](https://kodekloud.com/k8sug)**! **[Register here](https://konfhub.com/ksug-sg-2026-01-14) to secure your spot!** See you all there! **Location:** [Nutanix Singapore office, 38 Beach Road #33-11 South Beach Tower, Singapore 189767](https://maps.app.goo.gl/sfAu6mKEBjQyPq1WA) Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ 30% OFF **[Kubernetes](https://lf.ksug.ai/)** Certs - Code: **30K8SUG** ☸ 37% OFF **[KodeKloud](https://ksug.ai/kk/?ref=meet)** Plans - Code: **K8SUGKK** 𝐖𝐡𝐲 𝐖𝐞 𝐃𝐨 𝐓𝐡𝐢𝐬: ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/?ref=meet)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://ksug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meet)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

**\*Subject: Join Me at the Next BNI Chapter Meeting!\*** Hi, I hope this message finds you well. I would like to extend a special invitation to you to join me at our upcoming BNI Chapter meeting. It's an event I'm excited about, and I believe you'll find it both valuable and enjoyable. BNI (Business Network International) has been a game-changer for my business, helping me connect with like-minded professionals, expand my network, and generate quality referrals. I believe that you, too, could benefit from being a part of our dynamic BNI Chapter. At the meeting, you'll have the opportunity to: * Network with fellow professionals from various industries. * Share information about your business and what types of referrals you are seeking. * Learn more about the power of referral marketing and how it can boost your business. * Discover the success stories of other BNI members. This meeting is a great chance for you to see firsthand BNI's incredible potential and how it can help you grow your business. I will be there to introduce you to fellow members and guide you through the process. Date: 9 May 2024 Time:7.30 am to 10.00 am Fee: $58 Venue: Chui Huay Lim Club 190 Keng Lee Road #04-01 Singapore 308409 Dress Code: Business Attire If you can make it, please RSVP by 8 May at 4.00 pm so we can ensure your spot at the meeting. [https://www.eventbrite.sg/e/9-may-24-bni-synergy-weekly-networking-meeting-tickets-885471006617?aff=oddtdtcreator](https://www.eventbrite.sg/e/9-may-24-bni-synergy-weekly-networking-meeting-tickets-885471006617?aff=oddtdtcreator) I genuinely believe that your presence at this meeting can significantly impact your business and professional network. If you have any questions or need further information, please don't hesitate to let me know. I'm looking forward to seeing you at the BNI Chapter meeting and introducing you to this fantastic group of business professionals. Together, we can take our businesses to new heights. Best regards, P/S: For more information about BNI, click here: [https://www.youtube.com/watch?v=JTLWbaIKJuw&t=5s](https://www.youtube.com/watch?v=JTLWbaIKJuw&t=5s) To find out more about BNI Synergy, click here [www.bnisynergy.sg](http://www.bnisynergy.sg) If you have any questions, please feel free to WhatsApp me at 98394575 or Email soononn@kashacademy.com

**Event Date:** Wednesday, 14 January 2026 **Venue:** Open Government Products 51 Bras Basah Rd, #04-08 Lazada One, Singapore 189554 **\#\#\# No food is provided for this meetup \#\#\#** **Venue Sponsor:** Open Government Products \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Presentations** **Topic: Becoming a Product Manager** **Speaker:** Gaille Teo, Senior Product Manager, Open Government Products https://www.linkedin.com/in/gaille-teo **Description** TBC **About Gaille** Gaille is a Senior Product Manager at Open Government Products, responsible for the Redeem platform that drives the CDC Voucher Campaigns. She was previously a PM at GetGo. Her professional background spans data science, strategy, and product innovation, particularly in leveraging AI and data analytics. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Topic: Model fine-tuning for Bioacoustics** **Speaker:** Aryn Choong Yue Lin, Senior Manager, NUS Enterprise https://sg.linkedin.com/in/ychoong **Description** Technical talk of my current project **About Yue Lin** Software Engineer for more than 15 years. Still love programming and solving software problems. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Schedule:** 7:00 to 7:15 - Event Registration & Networking 7:15 to 7:20 - Introductory Remarks 7:30 to 8:00 - Topic 1 8:00 to 9:00 - Lean Coffee Discussion 9:00 - Supper **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.

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We start 2026 with an evening that covers a range of topics at the frontier of AI - and please note that the topics below are "subject to change" depending on new model releases, etc... Talks: **"Nested Learning; mHC/Engram and Sub-1bit Compression" - Martin Andrews** In his talk, Martin will outline several interesting recent works: (a) Nested Learning from Google (which follows on from their TITANS paper at NeurIPS); (b) mHC and Engram from DeepSeek, which may be foreshadowing an upcoming release; and (c) "LittleBit: Ultra Low-Bit Quantization" which had flown under the radar until NeurIPS itself... The goal is to explain a little of both the "why" and the "what" behind this research. **"The Big Shift: From "Bigger Models" to "Smarter Systems"" - Sam Witteveen** In this talk, Sam will go through some of the papers and topics covered at NeurIPS and in general research over the past few months that cover how in the race for AGI, research is moving to Agentic Systems rather than just Big Models **"EmergentDB: What if Your Database Learned Like an LLM?" - Rach Pradhan** In his lightning talk, Rach will describe his highly-rated entry into the recent DeepMind Gemini Hackathon held in Singapore. His "EmergentDB" is a proof-of-concept vector database that uses MAP-Elites (Quality Diversity) to automatically discover optimal index configurations. Instead of hand-tuning HNSW parameters or guessing at partition counts, the idea is that the database evolves configurations specific to your data with impressive speedups over alternatives. **FOOD UPDATE :** Google has told us that **there WILL BE** pizza at the event **ALSO:** Sign-ups are on **MeetUp** this time! Registration here should be FREE - if MeetUp requires you to sign up for a subscription somehow, let us know! (We haven't heard of this happening for registrations via their mobile app, FWIW). \-\-\- Talks will start at 7:10pm (entry at 6:45pm) and end at around 9:00pm, at which point attendees can come up to the front for a bit of a chat with each other, and the speakers. As always, we're actively looking for more speakers - both '30 minutes long-form', and lightning talks. For the lightning talks, we welcome folks to come and talk about something cool they've done with keras, PyTorch, JAX and/or Deep Learning for 5-10mins (so, if you have slides, then #max=10). We believe that the key ingredient for the success of a Lightning Talk is simply the cool/interesting factor. It doesn't matter whether you're an expert or an enthusiastic beginner: Given the responses we have had to previous talks, we're sure there are lots of people who would love to hear what you've been playing with. If you're interested in talking, please just introduce yourself to Martin at one of the events.

**Coworking for writers in your area** Join us for some focused writing time on Wednesdays and Thursdays at 10am....All writers and all experience levels are welcome, and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com/). **Other Important Details:** **WiFi**: Simply Bread cafe does not have wifi, but if needed, you can use the one from next door at CBTF. **Address**: Simply Bread, 1 Fifth Ave., #01-03 Guthrie House, Singapore 268802. **MRT stop**: Blue line, Sixth avenue **Parking**: Basement parking available at Guthrie House **Venue Guidelines**: Please thank our hosts by purchasing something. **What to Bring**: Your FULLY CHARGED laptop / digital writing device - there are no power outlets available there.

​\*\*[Moment of Now] Workshop by Thribe x Cloop\*\* ​ ​Step into the **[Moment of Now]**, a transformative workshop led by **Gerra and Lin from Thribe** that invites you to slow down and rediscover the beauty in the discarded. In this hands-on session, we move beyond traditional crafting to explore the intersection of circularity and self-expression. You will be guided through the process of turning textile waste into a unique Cloop Identity Tag. ​[By](https://tag.by/) assembling fragments of fabric, you'll learn to see identity as a beautiful patchwork of experiences. Join us for a session of mindful creation, where every weave is an act of presence. Location: 22 New Industrial Rd #06-22- Direction here: [bit.ly/CloopPrimax](https://bit.ly/CloopPrimax)

​\*\*[Moment of Now] Workshop by Thribe x Cloop\*\* ​ ​Step into the **[Moment of Now]**, a transformative workshop led by **Gerra and Lin from Thribe** that invites you to slow down and rediscover the beauty in the discarded. In this hands-on session, we move beyond traditional crafting to explore the intersection of circularity and self-expression. You will be guided through the process of turning textile waste into a unique Cloop Identity Tag. ​[By](https://tag.by/) assembling fragments of fabric, you'll learn to see identity as a beautiful patchwork of experiences. Join us for a session of mindful creation, where every weave is an act of presence. Location: 22 New Industrial Rd #06-22- Direction here: [bit.ly/CloopPrimax](https://bit.ly/CloopPrimax)

***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.

Register at [bit.ly/gdgsg-jan26](https://bit.ly/gdgsg-jan26) \-\-\- Join us for an exclusive session with Thorsten Schaeff, Developer Relations Engineer at Google DeepMind. This isn't just another overview; it’s your first look at the next generation of multimodal models and the tools that will redefine your development workflow. What to expect: * Meet Gemini 3: Be among the first to explore the capabilities of the latest Gemini 3 family, including the highly anticipated Nano Banana Pro model. * Defy Gravity: Discover Google Antigravity, the new tool designed to remove friction from your build process. * Master the Studio: A guided walkthrough of Google AI Studio to help you prototype faster and smarter. Whether you are an AI researcher or a mobile developer looking to integrate on-device smarts, this session will equip you with the knowledge to accelerate your work. #GoogleDeepMind #GoogleForDevelopers #GDGSingapore

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.

Join us for another session of our study group as we dive into the fascinating world of Large Language Models (LLMs) using the book **Build a Large Language Model from Scratch** from Manning. In this session, we will finish **Chapter 7: Fine-tuning to follow instructions**. In the last session, we talked about how to prepare the dataset for instruction fine-tuning and in this session we will perform the fine-tuning and evaluate the model afterwards. This isn't just a lecture! Come ready to ask questions, share insights, and code along. Whether you're a beginner or have some experience, this is the perfect opportunity to build a strong foundation together. If you plan to work with the code on your own laptop during the session, try and set-up the environment ahead of time (https://github.com/rasbt/LLMs-from-scratch/tree/main/setup). We will be meeting at the North County Governmental Center this time that is across from the Reston public library.

We're experimenting and trying a new place! Activities: Writing Sprints (individual time boxed writing time) These writing times can be used to do any writing-related activities like plotting/outlining, and most importantly writing and working on your own writing! Make sure to bring your writing tools (laptop, notebook, your brain). We start the first sprint promptly at 10:15 between every writing sprint we take 5-15 minute breaks We shoot for a total of 3 sprints (45 minutes of writing) Location: Corner Bakery Parking: Is free Food: breakfast until 11:00 Standard lunch menu after that https://cornerbakerycafe.com/

We will be meeting at Starbucks to learn together. Come with an online class you're already going through or an interest and we will try to connect you with a course where you can learn it. Already have a skill you want to contribute to a Kaggle Datascience competition? We will work on these too! Laptop required :)

Come by for an hour of evening writing with fellow creative folks. Everyone works on their own thing, no obligation to share — just show up and make any kind of words happen. If you're spending too much time thinking about writing, join us for an hour of focused writing. Guidelines: * While some discussion is encouraged to get to know one another, strive for silent, focused writing from 6:45 PM - 7:45 PM. * Generally avoid disruptive sensory input/behaviors, such as repeated or unpleasant noises, smells, physical movements, etc. (if you have health-related reasons, or some other aspect out of your control due to which this could become an issue, show up anyway and explain that potential disruptions are not intentional.) * Repeated breaking of the above rules without a valid reason may result in dismissal from the group at any point during a session. **Why is Shut Up & Write(!) so effective?** [http://arsenalofwords.com/2015/10/14/why-i-shut-up-write/](http://arsenalofwords.com/2015/10/14/why-i-shut-up-write/) **LOCATION:** Gaithersburg Library, Study Room 2 (if we aren't in 2, check 1!) **SCHEDULE:** 6:30 \| Pre\-session check\-in \- What will you work on? 6:45 \| Shut up and write for 1 hour\! 7:45 \| Post\-session check\-in \- How did it go? Feel free to keep writing and finish your lingering thoughts past this point, but know that the library closes at 8 PM! **BRING:** Whatever you need to be able to write! ***If you are interested in a more collaborative and discussion-focused writing group, the Gaithersburg Library hosts such a group on Sundays from 4:00 to 5:30 PM! Ask Chris or the library staff for more details.***

Gaming, AdTech, EdTech, Media Streaming, and FinTech are just a few of the workloads where high-availability cloud infrastructure matters. Whether you’re doing battle daily in one of these spaces or are just curious about ways to improve performance, meet us in Reston for an in-person discussion on bare metal cloud architecture. You’ll meet our product lead, James MacKenzie, who will walk through how modern bare metal serves as a control plane for hybrid and private cloud architectures. **What we will cover** * Ways to leverage bare metal, containers, and orchestration for better performance and predictable economics; * Real-world hybrid, disaster recovery, and data-intensive architectures; * Our approach to eliminating ingress and egress fees. **Who should attend** * Cloud architects and platform engineers; * DevOps professionals and infrastructure leads; * FinOps stakeholders managing data-heavy or hybrid workloads. **Why attend** This is a technical, architecture-first conversation. You will leave with a clearer understanding of high-availability cloud infrastructure and how organizations are scaling cost-effectively. Food and drinks will be provided. Space is limited to keep the discussion interactive.

Let’s meet at Thai Tanium in Kentlands for some of their delicious food. Please only rsvp if you will attend. It is not fair to the restaurant to have no shows.