Automated Trading Strategies

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)

http://photos1.meetupstatic.com/photos/event/d/5/8/7/600_434874663.jpeg Check out http://www.A2Movements.com for detailed info! [Open Sessions] Monday 1pm - 6pm [Ladies classes] Monday 7pm at Free Runner Lodge Bring water, wear sporty attire (long pants & covered shoes + rubber sole and the waiver form (can be found on website)

### **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 8955 3824

Join us for a fun and exciting session! RSVP if u are coming. Whatsapp 93366835 for any enquiry or if u are coming. Don't pop up unannounced. Game will only start with 4 px minimum. Located at the Pickleball Ang Mo Kio courts, our group welcomes players aged 25 and above who are passionate about both pickleball and discussing the latest happenings in Singapore, business, investing and anything under the sun. Come prepared to enjoy some friendly and serious competition on the courts, and forge meaningful friendship with fellow Pickle-chus! Reserve your slots now. All u need to bring is yourself, pickle paddle, hydration for yourself, a towel to dry yourself, comfortable shoes and attire and you're good to go. For first time members, a one time only $4 admin fee is payable for provided equipment (net) and expensive silent balls. That's all. Subsequently it will be $1 a month just to cover cost of setup etc.

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/)

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!**

**\*\*\* 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)

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.

**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!

**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

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)