Automated Trading Strategies

Join us for an evening of deep technical insights into the future of AI-assisted software development. This meetup brings together industry leaders to explore cutting-edge approaches to agentic engineering, from specification-driven development to preserving human flow states in AI-powered workflows. **Venue:** Suntec Tower 3, 8 Temasek Boulevard, #30-01/02, Singapore 038988 **Date:** 25 Feb **Schedule:** * 6:00 PM - 7:00 PM: Registration & Networking * 7:00 PM - 9:00 PM: Speaker Sessions & Q&A ## Featured Speakers **Sergey Saburov, Director of Software Engineering, Acronis** **Topic:** *Spec-Driven Development: Modern Strategies for Human-AI Collaboration* Dive into an in-depth comparison of specification-first methodologies in the era of AI-assisted engineering. This session evaluates different approaches to Spec-Driven Development (SDD), contrasting rigid, blueprint-heavy frameworks with lightweight, iterative change-tracking systems. Sergey examines practical workflows—from initial design to automated implementation—discussing how treating specifications as the "Source of Truth" helps teams eliminate technical debt, minimize AI hallucinations, and maintain architectural integrity in complex codebases. **Sanjeev Solanki, NLP Lead Engineer (AI),** **Constructor Technology** **Topic:** *AI Research Assistant: From Papers to Production with Agentic AI* This talk explores how AI can go beyond chatbots to become a structured research collaborator. We’ll look at an AI Research Assistant that reads papers, analyzes code, understands datasets, and generates executable plans using multi-agent orchestration. Learn how agentic workflows and context engineering help reduce hallucinations and bridge the gap between research ideas and production-ready solutions. **Ake, Developer Experience Director, Chainstack** **Topic:** *Building a Flow State Companion for Agentic Coding* We as humans have the capability of entering flow states—the deeply productive, creative, and rewarding sessions that almost always produce the best results. Flow requires consciousness. AI doesn't have one, and it can easily snap yours. Multi-instance agents, parallel workflows, and orchestrated swarms are TikTok for builders. In this talk, Ake shares his experience building a solution to protect flow, navigating the intricacies of cognition and metacognition along the way. ## What to Expect * Cutting-edge insights into AI-assisted development workflows * Practical strategies for human-AI collaboration * Networking opportunities with engineering leaders and practitioners * Q&A sessions with industry experts **Registration opens at 6:00 PM. We look forward to seeing you there!**

http://photos2.meetupstatic.com/photos/event/d/7/6/1/600_434875137.jpeg Check out http://www.A2Movements.com for detailed info! Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

With the rise of AI, software and application development is changing fast. Today, it’s less about whether you code in Vue, React, or another framework—it’s about **how you leverage AI-driven development** and which languages and frameworks work best with LLMs. At this meetup, we’ll explore how AI is transforming software development. Even if you focus solely on frontend, you’ll discover new approaches and practices that can reshape the way you build applications. Join us to discuss **Agentic Engineering** and the new horizons AI opens for developers!

Specially for those who love **STREET ART** in Hidden Alleys, **TIONG BAHRU'S RICH HISTORY & FOOD, GLORIOUS FOOD!** (Due to requests, we're organizing this Tiong Bahru Heritage Walk again for those who could not get slots on our previous FREE TOURS) Remember this song? ... This is Home truly ... yes let's rediscover our beautiful Homeland! SingapoREdiscovers! For the typical Singaporean, Tiong Bahru evokes images of good food. Tiong Bahru Pau, Soon kueh, Famous Lor Mee, Bak kut teh, Chwee kway etc. More recently, the neighbourhood has even lent its name to upmarket artisan bakeries and Michelin Food-joints as well. But is there more to this old neighbourhood beyond food? What secrets do Tiong Bahru’s low-rise flats and narrow streets hide? Come, join us on this lovely morning **Food & Heritage Trail** as we uncover the hidden secrets of these interesting old places. This trail is part of the National Heritage Board’s efforts to capture and bring to life the history of neighbourhoods around Singapore. So let's relive the good old days and take a walk down memory lane. This trail will take us to at least 10 interesting Insta-worthy photo stops along this Tiong Bahru Heritage & Food Trail that we will be exploring. A dancing girl sculpture, an elderly lady cobbler mending shoes from her window, a famous bird corner, a former Hu Lu (Gourd) temple, a secret air-raid shelter during the 2nd World War as well as interesting funny wall murals depicting life in the past are just some of the hidden gems we will visit. And of course ... **FOOD!** Yes, we will introduce you to some of the well-known **"die, die must try"** food stalls / eateries for you to enjoy these famous local delicacies. **Event Details:** Group Size - **24 pax** (excluding Tour Leader) Cost: FREE FOR TLC MEMBERS & INVITES ONLY! (Normal Tour Price is $95 p/pax) As slots are limited, PRIORITY will be given to all who've joined us on our overseas trips before and those who've signed up for our upcoming trips. **NOTE:** You'll need to RSVP with your Mobile Number so that we can add you to the WhatsApp ChatGroup which will be set up a day before the Event and forward you the Tour details and the exact Meeting Place. **Meeting Time: 8.15am** – Meet at Tiong Bahru MRT Station (Exact location will be sent to all on the Going List) Look out for our TLC Group and Sign *** • What to bring? 1. Wear light clothing and comfortable shoes 2. Filled water bottle 3. Umbrella / raincoat 4. Sunblock / sunglasses / cap 5. Cash for breakfast/ Food stops 6. Your HP and/or camera 7. Your charms and smiles *** **Hosted By:** ***David (TLC Organizer) - Hp: 9745 1777*** Join us for a memorable walk, to meet & make new friends & discover hidden gems. We hope to see you there!

Our classes are led by certified instructors who will teach you the proper techniques and strategies to help you dominate on the court. You will have a great time getting some exercise, meeting new people, and improving your pickleball game in a way that is efficient and impactful. ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

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

Our classes are led by certified instructors who will teach you the proper techniques and strategies to help you dominate on the court. You will have a great time getting some exercise, meeting new people, and improving your pickleball game in a way that is efficient and impactful. ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

PAPI'S BARBECUE – PREMIUM Proteins Edition This Sunday, the meet up will be at the Water Sports Park – East Coast, Coastal Rhythm restaurant/bar Right at the sea lagoon, by the water, relaxed atmosphere, come and catch the fresh air and vibes… One of the best spots in Singapore to spend your Sunday. The concept: A solid training session Premium meat BBQ Good friends Amazing location We warmly welcome those who are open to training on this Sunday, sharing a solid workout, and enjoying a good meal together afterwards simple, authentic, good energy. Looking forward to meet everyone send me a DM for details https://www.instagram.com/papis_barbecue?igsh=MXJna2VhZzhrdDF6cw%3D%3D&utm_source=qr

**You asked, we listened - our free n8n Intro to Automation workshop is back by popular demand!** **Secure your spot for this free workshop by registering here: [lew.ag/workshops/intro-to-automation](lew.ag/workshops/intro-to-automation)** The workshop will take place around Cuppage Rd. **Exact venue details** will be shared via email with confirmed participants closer to the event date. \-\-\-\-\-\-\- **️ About the Workshop** At Le Wagon, our mission has always been to help professionals future-proof themselves in an ever-changing world. As AI continues to evolve at breakneck speed, it’s becoming increasingly difficult - especially for busy working individuals - to keep up with what’s relevant, and the risk of falling behind is real. That’s why we created this workshop - a fast, hands-on way to learn and stay relevant with practical & essential skills you can apply at work & daily life. Join us for our free hands-on n8n 1-day workshop where you’ll learn how to **build your own automations using n8n** \- without writing a single line of code\. In just 3 hours, we’ll teach you how to create simple automations and AI agents using real-world examples, automate tasks in your work and daily life, and optimize workflows to work smarter, not harder. \-\-\-\-\-\-\- **This is your chance to:** ⚡️ Experience the real power of creating your own automations & AI agents (fair warning: they’re addictive). Actively stay relevant without the overwhelm, whether you’re just curious or future-focused. Connect with people who care about learning continuously and adapting to how work is evolving. Open to anyone from any background! No prior tech experience needed. \-\-\-\-\-\-\- **Please note:** **Spots are limited**. Register your interest early to secure a seat. You will need to have a **paid LLM tool** for this workshop. We will register for n8n on the workshop day itself. The workshop will be held at Cuppage Rd area. The **exact venue details** will be emailed to participants who have confirmed their spot through the registration link provided. *** See you there ☺️

** SG Investors & Traders Meetup (Age 21–40)** Are you passionate about investing or trading? Whether you’re into stocks, crypto, real estate, or just getting started—this is for you. Join us for a **dinner & drinks** with like-minded people in Singapore. No slides, no sales talk—just good conversations, idea exchanges, and networking with fellow investors and traders. ✅ Age 21–40, based in Singapore ✅ Pay for your own food & drinks (just order something you like ) ✅ No Financial Advisors (to keep it comfortable for all) If you’re looking to share tips, learn from others, or simply enjoy a laid-back evening with investing enthusiasts—come join us! ️ We’ll PM everyone the day before to confirm attendance. If you’re unable to attend, please let us know so we can release your slot to others. Please fill in this quick screening form (occupation required for entry): [https://forms.office.com/r/xp3G1XAFTU](https://forms.office.com/r/xp3G1XAFTU) See you there!

**RSVP**: [https://www.traders.sg/enrich/celebration/cny-lohei-2026-fire-horse/](https://www.traders.sg/enrich/celebration/cny-lohei-2026-fire-horse/) **Celebrate Prosperity, Connections & Bold New Beginnings** Welcome the **Year of the Fire Horse** with an evening of **prosperity, powerful connections, and market insights**. Join us for a special **Chinese New Year Lohei gathering** designed for traders, investors, and market enthusiasts to come together, share experiences, and kick off the year with clarity and confidence. This **2-hour festive networking event** blends tradition with trading—where symbolic abundance meets real-world market wisdom. **RSVP**: [https://www.traders.sg/enrich/celebration/cny-lohei-2026-fire-horse/](https://www.traders.sg/enrich/celebration/cny-lohei-2026-fire-horse/)

**\*\*\* Please register at** [https://shorturl.at/df4dn](https://shorturl.at/df4dn) **\*\*\*** **Super-Individual Secret Club (SISC): The Money Laundering AI Chapter** 27 February 26 (Fri) 7pm to 10pm Register to see Address [https://shorturl.at/df4dn](https://shorturl.at/df4dn) We’ll explore how Money Laundering and AI intersect — AI as both a powerful tool for detecting illicit flows and a force that can automate financial crime at scale. Are we entering the era of algorithmic crime and algorithmic enforcement? **​Expect demos, discussion, and ideas worth stealing.** **Register now! →** [https://shorturl.at/df4dn](https://shorturl.at/df4dn)

**\*\*\*This post is for announcement purpose only. To register, please visit [https://www.eventbrite.sg/e/rise-above-the-algorithms-keeping-your-edge-in-the-ai-era-tickets-1982856377803/](https://www.eventbrite.sg/e/rise-above-the-algorithms-keeping-your-edge-in-the-ai-era-tickets-1982856377803/)** Agile SG and Honour SG are co-hosting a fireside chat on “Rise Above the Algorithms: Keeping Your Edge in the AI Era” on Thursday, 26 February! Join us for an evening of conversation, connection, and communitas as we come together to celebrate the Lunar New Year. We’re honoured to be joined by our esteemed panellists: * **Brandon Lee** – Assistant Chief Executive of Transformation Support Group, Workforce Singapore * **Roman Lobus** – Vice President of Agile Product & Portfolio Management, Singapore Airlines * **Estelle Wang** – Global Head of Consulting & Engineering, Aumovio (formerly Continental) Facilitating the discussion are **Victor Loke** and **Michael Koh**. Together, we’ll explore the opportunities and challenges ahead for Singapore — and how we can stay at the forefront of technology and human capital as AI continues to evolve at an extraordinarily rapid pace. As a festive cultural highlight, **Mr Jimmy Koh, PBM,** Member of the Woodlands Citizens’ Consultative Committee and grassroots leader with the People’s Association network, will conduct a free 春联 (Chunlian) calligraphy moment — sharing auspicious Chinese New Year blessings that symbolise renewal, prosperity and hope, adding a meaningful touch to our AI-era gathering. **Event details** * Date: Thursday, 26 Feb 2026 * Time: 6.00pm – 9.00pm (fireside chat starts at 7pm) * Location: Newcastle Australia Institute of Higher Education - Bugis Junction Towers, 230 Victoria Street, #04-09/10, Singapore 188024 **Dinner and Lo Hei will be provided.** A commitment fee of $6 applies. Please note that registration via Eventbrite is required to attend. We look forward to connecting, learning, and celebrating the Year of the Horse with you at the event!

**Caller: Frank Buschelmann** **Band: The Rosenthorns** **Big Scioty Contra Dance** **temporarily returning to our long ago location for Jan-March - First Congregational Church, 444 E. Broad St., Columbus 43215** WHAT IS CONTRA DANCING? Picture the Grand Ball scenes like you’ve seen in period films such as “Pride and Prejudice”, where the dancers are lined up in long lines, across from each other. That’s English Country Dancing, the predecessor of contra dancing. Now, add moves like “swing your partner” and “do-si-do,” like you’ve seen in square dancing. Set it to fabulous, high energy, live music with fiddles, guitars, percussion and more, alá “Riverdance.” Finally, set the whole scene down in the middle of Woodstock, with a hip, groovy atmosphere, a bit of tie-dye, and hints of counter-culture attitude. THAT’s Contra Dancing! Wear cool and comfortable clothes (you will get warm) and clean shoes that won't mark up our nice wood floor. Be sure to come for the beginner's lesson from 7:30 - 8:00, followed by dancing 8:00 - 10:30. All dances are taught; we will help you learn! Beginners always welcome, no need to bring a partner. Cost is $10.00 adults, $5.00 ages 12-26. Under 12 free. Free parking in church lot. For more information contact me or check out our website: [www.bigscioty.com](http://www.bigscioty.com/) Please bring your own refillable water bottle. Snacks to share are always welcome!

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads**®**, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

This is a free, in person meeting. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

(Note: RSVPing here on meetup does NOT reserve your seat. To do that, you’ll need to register at our website, **[HERE](https://www.coreerocks.com/Events.aspx?ID=Columbus-in-person-chapter-meeting-Your-2026-Buy-Box-Successful-Rentals-101-14-3-3-2026)**.) Let’s be honest. In 2026, you can’t use 2023 strategies and “hope” a deal works out. Demand for rentals, wholesale deals, retail deals, and even loans has changed, and that means that the most active, experienced investors have changed the way they do deals (and maybe even the kinds of deals they’ll do). Here at COREE, our job is to shortcut your learning curve by introducing you to the people and concepts you need to take the shortest path from here to financial freedom, and we think you’ll agree that this meeting is a no-brainer, if you’re serious about making wealth-building deals this year. Here’s the detailed agenda: From 6:00–7:00 p.m., From 7:30–9:00 p.m., Agenda: 5:00–6:00 p.m. Complimentary Light Dinner & Networking 6:00–7:00 p.m\*\*. New Investor Meeting: Basics of Making Money in Rentals with Vena Jones-Cox\*\*. If you’re planning to buy rentals today, you have to know how to evaluate the REAL income and expenses before you make an offer. If you’re new, you’ll finally understand how rentals really produce profit. If you’ve been around a while, you’ll see how today’s numbers change the math. 7:00 –7:30 **Buy-Sell-Trade (Members Only)** Bring your deals, money, buyer lists, referrals, and requests. Fast-moving. Bring flyers or business cards. Guests get a quick orientation with Executive Director Vena Jones-Cox. 7:30–9:00 p.m. **Main Meeting: Your 2026 Buy Box: What Experienced Investors are Buying in 2026 (and what they won’t touch).** Our panel of active, experienced investors will lay out their 2026 buy boxes. Not hypotheticals. Not “in theory.” What they are actually buying—and what they won’t touch. They’ll share: * What property types investors are actively pursuing * What strategies they’ve stopped using * The exact numbers they require before they say yes * How insurance, taxes, and rates have tightened the buy box * What instantly disqualifies a deal in today’s market * How to define your own 2026 buy box based on capital and risk tolerance Members and non-members at any level of knowledge and experience are welcome—as long as you’re serious about real estate, value experience-based, no B.S. education, and want to give as much as you get. Remember, to actually reserve your seat, you have to go **[HERE](https://www.coreerocks.com/Events.aspx?ID=Columbus-in-person-chapter-meeting-Your-2026-Buy-Box-Successful-Rentals-101-14-3-3-2026)** and register on our website!