Cloud Computing

**Details** Happy New Year to everyone =). We would like to kickstart this year with a series of talks by AI Scientists from ST Engineering on Physical AI. Starting with an architecture that connects the three pillars of Physical AI (Agentic, Spatial & Robotics), we will explore why successful Agentic AI systems require moving beyond standalone tools to integrate business processes, infrastructure, and ROI-driven strategy for lasting organisational impact. We will also explore the frontiers of Spatial Intelligence and Robotics Intelligence, dissecting the algorithms that allow diverse, heterogeneous robots to coordinate and compete in complex, high-stakes environments. We are moving our events to Luma! **Please subscribe to the DSSG calendar on Luma.** You can find it [here](https://luma.com/datascienceSG?k=c). **​Agenda** 6:30 PM – 7:00 PM Registration & Networking ​7:00 PM – 7:15 PM Introduction to Physical AI @ ST Engineering by Kai Xin ​7:15 PM – 7:35 PM Agentic AI - Why AI Tools Alone Don’t Create Successful AI Systems by Michal ​7:35 PM – 7:55 PM Spatial AI - When World Model Meets Humanoid by Ruofei ​7:55 PM – 8:15 PM Robotics AI - Robust Physical AI by William ​8:15 PM – 8:30 PM Q&A and Closing **Synopsis** Agentic AI - Why AI Tools Alone Don’t Create Successful AI Systems Today, powerful AI tools are everywhere, yet most organisations still struggle to translate them into real business impact. Why is that? In this talk, Michal shares perspectives from consulting business units, evaluating AI startups, and designing end-to-end AI systems. He explains why many widely adopted tools, despite being technically impressive, fail to meaningfully transform organisations—and what needs to change for AI to deliver lasting value. The discussion moves beyond tools into the broader system: business processes, ROI and outcome measurement, software engineering discipline, self-hosting and infrastructure considerations, and model selection strategy. Attendees will leave with practical tips on what it actually takes to move from AI adoption to AI impact. Spatial AI - When World Model Meets Humanoid Dive into the frontier of Spatial Intelligence where generative agent-based simulations meet the reasoning power of LLMs and VLMs. We will discuss the architecture of scalable data factories designed to fuel robust robotics training and bridge the gap between virtual reasoning and physical execution. Join us to explore how these converged technologies are accelerating the development of advanced humanoid applications and embodied AI. Robotics AI - Robust Physical AI Uncover why Physical AI’s upcoming challenge is less about making smarter plans and more about executing reliably in the real world. Learn how coordination breaks down at scale and how NEAR Lab focuses on turning research into deployable autonomy. **Speakers** [Kai Xin Thia](https://www.linkedin.com/in/thiakx/) is VP at ST Engineering Group Technology Office (GTO), heading the AI.DA Strategic Technology Centre (STC). AI.DA STC focuses on the research translation of AI, including Physical (Robotics Intelligence, Spatial Intelligence & Systemic Intelligence with Agents), Quantum, Urban Computing & AI Solutions. Kai Xin works at the intersection of data and product innovation, with over a decade of experience driving innovation across finance (London Stock Exchange, DBS), media (Tech in Asia), eCommerce (Lazada-Alibaba), and healthcare (Khoo Teck Puat Hospital). Kai Xin holds an MSc in Computer Science from Georgia Tech. [Michal Polanowski](https://www.linkedin.com/in/polanowskimichal/) is the Head of Generative AI at AI.DA STC. He builds production-ready AI systems and advises leadership and internal business units on strategic AI adoption. He focuses on transforming cutting-edge research into AI-first workflows that solve real operational problems and deliver tangible, verifiable ROI. With nearly two decades of experience across big data, data mining, data science, deep learning, and now Generative AI, Michal has seen both the hype and the reality of enterprise AI. His approach is deeply pragmatic, grounded in hands-on experience, focused on what works, and uncompromising about measurable outcomes. Michal holds a PhD in Consumer Economics / Market Research from The University of Georgia. [Ruofei Ouyang](https://www.linkedin.com/in/ouyang-ruofei/) is the Head of Applied AI at AI.DA STC, specialising in spatial intelligence & simulation AI. He holds a PhD in Computer Science from NUS. His academic expertise lies in decentralised data fusion and distributed computing. He has established a strong research track record, with publications in top-tier venues in artificial intelligence and robotics, including UAI, AAAI, AAMAS, and Autonomous Robots. His professional profile combines deep theoretical knowledge in probabilistic modelling with practical experience in large-scale data science applications. [William Teo](https://www.linkedin.com/in/willteo/) is the Robotics AI Research Lead at AI.DA STC NEAR Lab, where he directs research in multi-robot systems and embodied AI applications. He is concurrently pursuing a PhD in Robotics at NUS MARMoT Lab, specialising in multi-agent robot learning. His diverse academic background includes a Master of Science in Computer Science from Georgia Tech and a Master of Engineering in Supply Chain Management from MIT. Currently, he focuses on bridging academia and industry to make robots Smarter Better Faster.

AI is transforming how developers work, and this session will show you how to stay ahead. We’ll explore the transition from coding fundamentals to AI engineering, dive into generative AI and edge computing trends, and discuss how businesses measure the ROI of AI projects. **Guest Speaker: Ho Zi Hao** An AI and machine learning engineer who will share practical insights on both the technical skills and the business impact needed to thrive in AI engineering. [LinkedIn](https://www.linkedin.com/in/hozihao) Whether you’re a student, a career switcher, or already in tech, this event will give you knowledge and inspiration to grow in the evolving AI landscape.

**DISCLAIMER: NOT FINANCIAL ADVICE** \~\~\~\~ Hi all! this month (10th Jan to 31st Jan) is slightly special. I am participating in the #RUNFORHAL event which is an initiative to support those affected by ALS/MND and to spread awareness for the urgency to find treatments and cures. Also in memory of Hal Finney and his contribution to Bitcoin: https://x.com/halfin/status/1992697342081081664?s=20 You can make a donation here for Hal Finney ALS Research Fund.: https://secure.alsnetwork.org/site/TR/Endurance/General?pg=personal&px=1248759&fr_id=1690 \~\~\~\~ Casual run of about 3.5km - 4km. Hais, seems like there isnt a a community run group on bitcoin in Singapore. No choice i have to do this. Please visit below page to sign up (Dont pangseh hor). https://www.meetup.com/runningbitcoinsg It is the only way I can filter out the bots. There is always more things to learn about Bitcoin. One of it being low time preference. The group welcomes anyone who is interested in knowing more about saving in bitcoin or simply just want to join us to have a good run. Dont say I bojio\~

Craving a midweek reset? Slide into Burgers, Board Games & Chill - our weekly Tuesday night hangout where the buns are toasted, the vibes are relaxed, and the conversation’s always juicy. ​We’ve added **11** new board games — come by, play a few rounds, and help with new ideas! ​Check the latest burger review from Daniel Food Diary > **[https://danielfooddiary.com/2025/05/15/opensourced](https://danielfooddiary.com/2025/05/15/opensourced)** ​ Come solo or bring a friend. It’s low-pressure, good food, and great company — perfect if you’re new in town, working nearby, or just need a breather from the grind. **Venue:** Open Sourced **Website:** [www.opensourced.so](http://www.opensourced.so) **Date:** Tuesday **Time:** 6.30pm-9pm **Location:** 10A Perak Road, Singapore 208131 **Bonus:** Free tatter tots upgrade with every burger

🚨 ***FIRST TIMERS*** 🚨 * This is a 90-min Intermediate-level fitness bootcamp suggested for those who do HIIT/bootcamps/F45/etc at least 2x/week * Depending on weather/WOD, we rotate between 5 different spots, thus check comments/photos here on Tue 6pm for exact location & grouping * Rain-or-shine event: won't be cancelled. Held under shelter if it rains * RSVP closes on Tuesday 530pm. If you’re unable to attend, kindly cancel your RSVP by then, so our leaders have a more accurate count to plan the workouts more effectively * Recommended: Water, Mat, Gloves, Light weight/bottles for added resistance Cya then! 🔊 ***DISCLAIMER*** 🔊 Please take a minute to read the following information regarding your participation in FitFam workouts. By signing up for this session, you confirm that you have read and understood the terms and risks detailed in our Disclaimer and Release of Liability Agreement: https://drive.google.com/file/d/1MV9siOKELtbsSmCwwvp1rzJ-_GiAHGEW/view

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

**Hosted by AWS User Group Singapore x AWS Security Users Group Singapore** Hey AWS Community, A new year is here, and so is our first meetup of 2026. Expect new speakers, practical security insights, and plenty of energy at the AWS Singapore office. This meetup brings together both security and cloud practitioners. Security is broad. Cloud moves fast. Let us meet in the middle, share what works, what breaks, and how we can build safer and faster on AWS. Whether you work in development, operations, architecture, or security, you will walk away with ideas you can apply the next day. 📅 **Date:** Thursday, 15th January 2026 🕡 **Time:** 6.30pm – 9.00pm 📍 **Location:** AWS Singapore; 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🎤 **Speakers** ✅ **Building and Securing Systems at Scale - Lessons from Cybersecurity Practice** 📌 *Gaurav Keerthi – CEO, StrongKeep* Gaurav will share lessons from building and securing systems at scale, drawing from his experience across national digital infrastructure and his current work in cybersecurity. He will reflect on real world security challenges, how cloud has shaped security decisions, and what practitioners should focus on as systems grow in complexity. ✅ **AI Security Operations: AWS Frontier Agents + Custom Agent Development with Bedrock AgentCore and Kiro** 📌 *Loi Liang Yang – Principal Security Specialist Technical Account Manager, Amazon Web Services (AWS)* Loi explores how teams can deploy enterprise AI security using two complementary approaches on AWS. He will show how ready to use AWS AI Investigative, DevOps, and Security Agents can be enabled quickly for autonomous threat detection, while custom agents built with Bedrock AgentCore and Kiro handle unique security needs. You will see how combining managed and custom agents enables scalable, practical AI powered security operations that actually work in real environments. ✅ **Accidentally Exposed MCP Servers: Lessons From a Real Incident** 📌 *Mayank Nauni – Cybersecurity Researcher* Mayank shares findings from a real investigation into Model Context Protocol servers unintentionally exposed to the public internet. He will explain how these exposures happen, what internal context can leak, and why this matters even outside traditional OT environments. The session concludes with practical steps to secure MCP on AWS, including private VPC deployments, identity controls, and continuous posture checks. 🚨 **IMPORTANT – REGISTRATION IS REQUIRED VIA THE AWS SECURITY MEETUP PAGE** 👉 **Please RSVP here:** 🔗 [https://www.meetup.com/aws-security-users-group-singapore/events/312353393/](https://www.meetup.com/aws-security-users-group-singapore/events/312353393/) 📌 This event is hosted under the **AWS Security Users Group Singapore**. 📩 All attendees **must register** via the link above to receive a confirmation email and secure access to the venue. ❗ Registrations on other meetup pages will **not** be considered valid. 📸 Kindly note that photographs and recordings captured during the event will be used for future promotional purposes. 🍕 **Agenda & Housekeeping** 💡 Pro Tip: Arrive early to avoid queues and secure your seat for the sharing sessions! 🍕 Pizza Time: Dinner starts at 6.30pm, enjoy pizza and drinks before the talks begin. 🎤 Talks start around 7.00pm 🍻 Post-Event Networking: Stick around to meet fellow builders, practitioners, and experts. 🎁 Swag & Promo Codes: AWS swag and giveaways await those who stay till the end! 🔗 Connect with us: Meetup: [AWS Security Users Group Singapore](https://www.meetup.com/aws-security-users-group-singapore/) Meetup: [AWS User Group Singapore](https://www.meetup.com/aws-sg/) LinkedIn: [AWS User Group Singapore](https://www.linkedin.com/company/aws-user-group-singapore/) Discord: [https://discord.com/invite/nkZagBG](https://discord.com/invite/nkZagBG) 📬 Enquiries: [aws.usergroup.singapore@gmail.com](mailto:aws.usergroup.singapore@gmail.com)

Hey AWS Security fam 👋 A new year, a new meetup, and plenty to look forward to. January is here — and we are kicking off 2026 with fresh stories, new faces, and another night of security and cloud in action at the AWS Singapore office. **Our goal remains the same: bring security and cloud practitioners together.** Security is wide; cloud teams move fast. Let us meet in the middle — share what is working, what is painful, and how we can ship safer, faster. Want to speak next time? We are lining up lightning talks and deep dives for upcoming meetups — 30-minute sessions, interactive by design. New voices welcome: operators, builders, blue/red/purple teamers, platform folks. If you have shipped it, broken it, or fixed it, we want to hear it. (Ping the organizers / DM us after you RSVP.) 🎤 **Speakers** ✅ **Building and Securing Systems at Scale - Lessons from Cybersecurity Practice** 📌 *Gaurav Keerthi – CEO, StrongKeep* Gaurav will share lessons from building and securing systems at scale, drawing from his experience across national digital infrastructure and his current work in cybersecurity. He will reflect on real world security challenges, how cloud has shaped security decisions, and what practitioners should focus on as systems grow in complexity. ✅ **AI Security Operations: AWS Frontier Agents + Custom Agent Development with Bedrock AgentCore and Kiro** 📌 *Loi Liang Yang – Principal Security Specialist Technical Account Manager, Amazon Web Services (AWS)* Loi explores how teams can deploy enterprise AI security using two complementary approaches on AWS. He will show how ready to use AWS AI Investigative, DevOps, and Security Agents can be enabled quickly for autonomous threat detection, while custom agents built with Bedrock AgentCore and Kiro handle unique security needs. You will see how combining managed and custom agents enables scalable, practical AI powered security operations that actually work in real environments. ✅ **Accidentally Exposed MCP Servers: Lessons From a Real Incident** 📌 *Mayank Nauni – Cybersecurity Researcher* Mayank shares findings from a real investigation into Model Context Protocol servers unintentionally exposed to the public internet. He will explain how these exposures happen, what internal context can leak, and why this matters even outside traditional OT environments. The session concludes with practical steps to secure MCP on AWS, including private VPC deployments, identity controls, and continuous posture checks. 🧭 **Event Details** 📅 Date: Thursday, 15th January 2026 🕡 Time: 6:30 PM – 9:00 PM 📍 Venue: AWS Singapore, 2 Central Blvd, IOI Central Boulevard East Towers, Level 5 🛂 **Registration & Check-in (Important)** Watch for an email titled: AWS Security User Group Singapore: Registration Confirmed for AWS Security Meetup – January 2026 Show this email at Level 1 Concierge to access Level 5 for verification. Walk-ins: Only if capacity allows. Confirmed registrations get priority. No confirmation email = walk-in; entry not guaranteed. 🙌 **What to Expect (and why it’s worth your evening)** * 30-minute interactive sessions — no death-by-slides * Live Q&A & show-and-tell — bring questions, tooling, and war stories * Security × Cloud crossover — incident learnings, IaC guardrails, identity, data protection, cost/risk trade-offs 🍕 **Agenda & Housekeeping** 6:30 PM — Pizza & drinks (vegetarian + halal options) Talks — Start right after dinner Networking — Meet builders, defenders, and platform folks 📸 Photos/recordings may be used for future promo Pro tip: Arrive early to skip queues and snag a good seat 🎁 Swag & promo codes — stay till the end for giveaways

**⚠️ REGISTRATION IS REQUIRED VIA [THIS SIGN UP FORM (LUMA)](https://luma.com/bwg0i788) ⚠️** — **ABOUT THE RANGE VILLAGE** ​The Range Village is a community driven cyber range interest group aimed to provide community curated Cyber Range content for people who are interested in practicing their cyber skills such as active directory testing, lateral movements, defence evasion, and provisioning of an attack infrastructure. We live in a world where cybersecurity education is within a Google search or a GenAI prompt, but the access to a certain range or resource to practice those skills can be costly to individuals who are not in the position to self-fund a paid cyber range or premium access range. **ABSTRACT** The workshop will cover: 1. ​Introduction to Active Directory 2. Active Directory Attacks 101 **SET UP INSTRUCTIONS FOR PARTICIPANTS** Participants will need to bring their own laptop with a Kali Linux virtual machine **AGENDA** * ​10:30 \| Door opens * ​11:00 \| Workshop starts * ​12:00 \| Mini lunch break * ​12:45 \| Workshop continues * ​13:45 \| End of workshop \- start of hangout * ​16:00 \| End of event **SPONSORS** * VENUE SPONSOR: [CyberSG TIG Collaboration Centre](https://www.linkedin.com/company/cybersg-tig-collaboration-centre/) **LEAD FACILITATOR** **Sim Cher Boon \|** Cher Boon is a Security Engineer at Grab and the Co-Founder of the Range Village community group. He has competed in multiple CTFs, both locally and overseas, spoken at local and overseas conferences on security topics, and now focuses on developing the next generation of cyber talents through guidance and meetups. **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)

**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.

Kampung Ravenswood, Singapore's largest BOTC group brings gaming @ Marina One! Whether you are a light social gamer, a strategy gamer or totally new to gaming, enjoy your weekend with friends and enjoy gaming here! This event is focusing on Blood on the Clocktower, a murder mystery social deduction game with a twist. If you're new to the game, our experienced hosts will be guiding you every step of the way. What is Blood On The Clocktower (BOTC)? Watch here: [https://youtu.be/M-aZP47Nm9g?si=GEoGvRoApcY-6Alw](https://youtu.be/M-aZP47Nm9g?si=GEoGvRoApcY-6Alw) BOTC is a social deduction game played in a large group of 7-15 players. Be mentally prepared to engage in chaotic back-and-forth conversations and work together with your team to win the game. Lying in a social deduction game? Who knew... Game review: [https://youtu.be/ImcG8sC7qT4?si=8-eCYYf6Skt-rLzO](https://youtu.be/ImcG8sC7qT4?si=8-eCYYf6Skt-rLzO) Price: FREE! Come down and enjoy. Venue: Marina One, B2 (East Tower), opposite Luckin Coffee. Please contact Momo ([wa.me/6596701344](wa.me/6596701344)) or Muthu ([wa.me/6597125916](wa.me/6597125916)) for assistance.

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 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 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.

Dulles Code & Coffee is a collaborative community of software and technology enthusiasts seeking to learn, grow, and help each other. All skill levels are welcome. The concept is simple. Bring a laptop and ideas. We’ll provide coffee, tea, and donuts. Thank you to [BTI360](https://www.bti360.com/) for sponsoring this event. ## **Event Format** 1. At 9:15 everyone introduces themselves and briefly describes what brought them out this morning (project, homework, networking, etc.). 2. For the rest of the day folks work in the communal space, socializing and asking/giving help as desired. ## **Location** BTI360’s Office in Herndon The office is across from Worldgate, looking down on the toll road. ## **Address** 12930 Worldgate Dr, Ste 400, Herndon, VA 20170 [[map](https://goo.gl/maps/pF5ZrPUviX1vtmdSA)] ## **Logistics** * **Must be a U.S. Citizen to attend. Real ID verification is required.** * PARKING: Use the surface lot. All spaces marked MIII are open for parking. Please avoid Management spaces, State Farm and SP+ * ARRIVAL: Follow the signs from the front entrance to the freight elevator located in the parking garage on level P2. Take the elevator to Suite 400 (Floor 4). * How to find us video: [https://youtu.be/ohqFzyqiASE](https://youtu.be/ohqFzyqiASE) ## **Community Guidelines** We value the participation of each member of the community and want all attendees to have an enjoyable and fulfilling experience. To ensure a conducive environment, all participants are required to conform to our [code of conduct](https://github.com/DullesCodeCoffee/.github/blob/main/code-of-conduct.md).

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.

Ready for the **FIRST Loudoun CyberTech Event of 2026** \- featuring the **Loudoun County CISO**?!?! Join us on **Tuesday, January 13, 2026,** at **Honor Brewing Company** at **42604 Trade West Dr, Sterling, VA 20166**! Want a custom name tag to enhance your networking opportunities? Register here and yours will be ready at the door: https://share.hsforms.com/1J8_8W2-vSe2WSqQbnxxz0Adwxz1 Are you prepared for what cyber threats will define 2026? Which ones matter and which should be ignored? What does modernization look like in 2026 at the intersection of risk, cost, and security? Join us for an exciting evening with the **Loudoun County CISO** and our spotlight speaker, **Dr. Elizabeth Di Bene**, as she explores these questions and addresses what to expect in cyber in 2026! **Dr. Elizabeth Di Bene** is the **CISO** for **Loudoun County Government,** overseeing information security strategies with a focus on risk management, data analytics, and SaaS. She brings more than 20 years of cyber leadership experience across the federal government and private sector, including roles at **CACI International,** **the U.S. Department of Justice,** and the **U.S. Marine Corps** where she also served in cyber leadership roles at **Marine Corps System Command**. Dr. Di Bene is nationally recognized for her expertise in network and information security and is a frequent industry speaker and FinOps ambassador. Join us next month to meet **Dr. Elizabeth Di Bene** to learn what should matter most for cyber in 2026! **Agenda** 5:30 Social hour and networking begins 6:10 Welcome 6:20 Spotlight Speaker - **Dr. Elizabeth Di Bene** 6:50 Q&A 7:00 Open Mic & Networking Continues 7:30 Adjourn

Federal Executive GovCon - "Supporting Government Efficiency with Thought Leadership" When: Thursday, January 22, 2026, 5:30 – 8:00 Location: Lost Rhino, 21730 Red Rum Dr, Ste 142, Ashburn, VA 20147 (\*\* NEW LOCATION \*\*) Come network with other local GovCon Executives and enjoy a few free beers on us and engage with our sponsors and Industry speakers. Please register here for your spot and please enter full name and company so a badge will be waiting for you. Sponsorships: 1 of 2 spots are available. DM me to claim the 2nd sponsorship to highlight your company to an invitation-only executive audience.

**Agenda :** * 4.30 to 4.45 PM ET: Food and Networking * 4.45 to 5.30 PM ET: "Building Smarter Agents with Microsoft Copilot Studio (Jan 2026 Edition)" Hello Everyone! Please join us for our Jan 13th edition of the AI-ML MeetUp. **Please note this is an in-person meeting and light refreshments/food will be provided.** **Title:** Building Smarter Agents with Microsoft Copilot Studio (Jan 2026 Edition) **Description:** Discover how to design intelligent, task-driven AI agents using **Microsoft Copilot Studio**. Learn how to connect copilots to enterprise data, workflows, and external systems. Explore real-world use cases, best practices, and architecture patterns for scalable agents. Get hands-on insights into what’s new in the Jan 2026 edition and what’s coming next **Location:** The meeting will be hosted in the Applied Information Sciences ( AIS ) office in Reston, at 11440 Commerce Park Dr # 600 · Reston, VA. The location is also right off the Silver Line metro's Wiehle-Reston Metro Station. **Parking:** Parking is paid and can be validated at the AIS office reception. We will meet in Room Lake Anne. We hope to see you all there!!!!

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 :)

Calling all Loudoun County and Northern VA Real Estate Investors, Agents and Professionals! Join the most unique real estate investor club, education, networking and mastermind event in the US! The Cash-Flow Breakfast Club is nationwide but was founded right here in your back yard! **This is a 12 part education series with new topics every month. This event is session 1 of 12!** **This event is free but has very limited seating and we are limited to the first 100 to RSVP! Join us and become a founding member of this amazing community!** *(it is ok to attend even if you missed previous sessions. Each session has stand alone topics. You can also attend other near by locations to get caught up on sessions that you have missed.)* **Very limited seating. In-person only.** **Make sure to RSVP today to reserve your spot.** **When: January 13, 2026 @ 5:45pm-9pm EST** **Where: 20116 Ashbrook Place Suite 200 Ashburn, VA 20147** The Cash-Flow Breakfast Club is NOT just a meet up. It’s the most unique Real Estate Investor Community of Mentors, Coaches & Masterminds. A community of growth oriented, abundance mindset, go-giver individuals with a BARE MINIMUM commitment to become financially free through real estate investing. We focus on providing education and building networks to help every member solve their cash-flow freedom equation, so they can have the time-freedom needed to follow their passions, make a lasting impact and even change the world! The unique format of this event, which consists of high-level education, gamified networking, mastermind breakout sessions, case studies, group deal analysis, market deep dives, and peer-to-peer coaching facilitation makes this the most impactful local real estate investor group a real estate investor can be a part of. The foundation of the group is built around the belief that everyone in the room has the potential to change the world… however most of us never have the time, energy or financial situation to even dare to dream big enough. Most of us have passions that will never be followed, amazing businesses or ideas that will never be pursued… unless we can solve the Cash-Flow Freedom Equation, which ultimately leads to Time-Freedom. Once that happens it is usually much easier for us to think bigger, dream bigger, be bigger. · 🤯 Learn more about the Cash-Flow Breakfast Club [HERE](https://cashflowbreakfastclub.com/) · 🥇 Get in the VIP List to be notified about the next event in your area [HERE](https://the.cashflowbreakfastclub.com/VIP) · 🤙🏼 Learn more about Launching your own Cash-Flow Breakfast Club Location [HERE](https://cashflowbreakfastclub.com/launch-your-own-club/) · 🤝🏼 Learn more about becoming an Affiliate-Sponsor at one of our club locations [HERE](https://cashflowbreakfastclub.com/affiliate-sponsors/) · 📷 View photos and videos of some of our recent events [HERE](https://cashflowbreakfastclub.com/about-the-cash-flow-breakfast-club/) · 😎 Looking to represent? Browse Cash-Flow Breakfast Club apparel and fly swag [HERE](https://cashflowbreakfastclub.com/shop/)