EDI

Hi everyone, We will be having our monthly meetup event on 2nd May Saturday at 2pm at Tiger Brokers office pantry area located at 1 Raffles Place, Tower 2, #35-61, Singapore 048616. Near Raffles Place MRT. Look for Mr Teddy Lee when you reach the place. My hp no. is 9645 7493. This is a networking and talk event for everyone interested in AI or ChatGPT and to discuss about the latest developments in the use of AI in Finance. You can join our LinkedIn group at [https://www.linkedin.com/groups/14301790/](https://www.linkedin.com/groups/14301790/) and also our Telegram group at [https://t.me/+oJTJ-6fBKs04MTI1](https://t.me/+oJTJ-6fBKs04MTI1) Speaker 1: Mr Samuel Wong Tiger Brokers (Singapore) Investment Representative Samuel brings over five years of active trading experience across diverse market segments, specializing in precious metals and cryptocurrency. His deep understanding of market fundamentals allows him to navigate the complexities of these dynamic asset classes effectively. Currently serving as an Investment Representative at Tiger Brokers Singapore, Samuel is dedicated to guiding both new and experienced investors through their financial journeys with personalized care and strategic insights. Talk title 1 of Mr Samuel Wong: Navigating Market Trends in AI Sharing Summary: As the rapid evolution of Artificial Intelligence and the semiconductor industry continues to redefine the global financial landscape, we are pleased to host an exclusive AI in Finance seminar designed to equip you with a competitive edge. This session will provide a concise breakdown of the latest market trends driving these sectors, alongside introduction from our IR on high-potential stocks and ETFs categorized by key market segments. Whether you are looking to understand the "AI Super-Cycle" or identify specific investment vehicles, this briefing offers the strategic insights necessary to navigate one of the most transformative growth stories of the decade. Speaker 2: Mr Peter Ong Gaik Sun Mr Peter Ong was a Singapore PSC Scholar at the National University of Singapore for the Physics Bachelor of Science (1983) and the Institute of Education for the Post-Graduate Diploma in Education (1984). After lecturing and teaching in Junior College for a number of years he then converted to IT through the Post-Graduate Diploma in Systems Analysis (1988). He has been in the IT industry and specifically large enterprise and MNCs like IBM Software and BMC Software, marketing software to Financial Institutions including Banks and Insurance companies, and also Government bodies in the Asia Pacific region. Through the years he has gone from technical to sales and had opportunities to also train adults and speak at International conferences across the Asia Pacific region including Australia. In the new millennium, from 2000, he has also run his own regional companies to market and train in the IBM-zSeries mainframe area. He has been training AI and ChatGPT Prompt Engineering since May 2023. In late 2021, he was also certified for the HRDF in Malaysia. Since then he has taught numerous classes and talks in Generative AI for professionals and consulted with companies in Singapore, Malaysia and Thailand. Talk Title 2 of Mr Peter Ong : "From AI Assistant to Trusted Brokerage Copilot: Practical GenAI Use Cases for Tiger Brokers". Sharing Summary: Tiger Brokers has already entered the AI era — the question now is how to move from isolated features to trusted, scalable workflow capabilities. This session cuts through the hype to explore six high-value GenAI use cases tailored to brokerage: from smarter investor support and personalized onboarding to internal research copilots, compliance drafting, and growth workflows. Critically, it also addresses what can go wrong in regulated finance environments and what a practical AI governance model looks like. Designed for a technology-led firm operating under MAS regulation, this talk offers a clear, grounded roadmap for teams ready to turn AI potential into measurable business capability. Agenda 2pm Registration and networking session 215pm Sharing by Speaker from Tiger Brokers 3pm Sharing by Speaker from AAIA Mr Peter Ong 345pm Networking session 4pm End of event Note: Please bring along your name cards for networking purposes or exchange your LinkedIn profile is also possible.

***Hi there!*** **Sahaja Yoga Meditation Singapore** invites you to a **FREE** meditation class, which is facilitated by an experienced practitioner. *Learn easy meditation steps and purify your inner being with joy, and love.* *Get rid of frustrations, anxiety, stress, and doubts, and feel the energy within.* **What to expect during the class?** -Introduction to Sahaja Yoga Meditation -Meditation session -Learn the topic of the week -Homework for you to try at home -Question and Answers **Address** Sahaja Yoga Meditation 140 Paya Lebar Road, #07-15 AZ Building Singapore 409015 Nearest MRT: MacPherson MRT (Downtown Line/Circle Line), Exit A *See you there :-)* **Sahaja Yoga Meditation** **Singapore**

**Click here for more WSET course dates, fees and information** 🎓 Offset Your Course Fee with SkillsFuture Credits – No Out-of-Pocket Payment Needed for Eligible Singaporeans! 💼 NTUC Members Enjoy Up to 50% Subsidy with UTAP [https://www.finewines.com.sg/wset-level-1-wine-course-singapore/](https://www.finewines.com.sg/wset-level-1-wine-course-singapore/) Learn the specific skills needed to identify the different styles of wine and enhance your senses to evaluate wine as well as the professionals. You will get into in depth study of the systematic approach which will equip you with the necessary skills through wine tasting. By the end of this course you will be eloquent in the language of wine and have picked up key knowledge of food and wine pairing to further specify your culinary style and taste. Diversify your skills in a fast-growing economy through Level 1 WSET and add value to your career portfolio. This course is also a fun way to get up to speed on what wine is and how it differs by style. Highly suitable for individuals with a strong interest in wine as well as for professionals kickstarting a career in hospitality or F&Bs by enriching service staff to confidently raise the profile of the company’s wines and enjoy increased revenue from every drop sold. **WHAT YOU WILL LEARN:** You will go through the production of wine and learn about the main styles of wines and grape varieties. Our certified WSET wine educators will guide you through tasting techniques and the wine service process. You will get insight into practices and issues in the wine industry and be able to discuss about wines from different regions. You will be evaluating and tasting seven different kinds of wines and identifying good or bad food pairings. **Click here for more WSET course dates, fees and information** Get up to 50% Subsidies With NTUC UTAP [https://www.finewines.com.sg/wset-level-1-wine-course-singapore/](https://www.finewines.com.sg/wset-level-1-wine-course-singapore/)

### Stillness by the Sea – Where Karma Meets the Tide *Stillness by the Sea* is a quiet, daily morning meditation held at dawn, where the rhythm of the ocean becomes a mirror for inner awareness. As the sun rises and the tides move, we sit together in silence, guided breath, and gentle reflection inspired by the **Bhagavad Gita’s understanding of karma** — not as philosophy, but as lived experience. This is a space to: * Slow down and return to the present moment * Observe karmic patterns without judgment * Release accumulated mental and emotional weight * Begin the day with clarity, responsibility, and inner balance There are no rituals and no expectations. Only a simple invitation to sit, listen, and realign — allowing the sea to carry away what no longer serves. Open to anyone seeking stillness, sincerity, and a conscious start to the day.

**For ages 13 and above.** This class focuses on the most essential techniques that all ETP students must learn. ### **Address** 311b Jln Besar, #03-01, Singapore 208970 ### **Schedule** Saturdays 11AM - 1145AM ### **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.

As adults, meeting new people isn’t as easy as it used to be. Between busy schedules and shrinking social circles, it can feel hard to form fresh connections—and while we’re constantly interacting online, it rarely matches the warmth and depth of a real, face-to-face conversation. That’s where our Fast Friending Evening comes in. It’s all about genuine, in-person connections with like-minded ladies and gents in the city city — hosted in a safe, well-organised environment where women’s safety is a clear priority. Just show up, be yourself, and enjoy an evening of effortless conversations and meaningful new connections 🎟 Tickets (cash only; collected at the start at your host Frisca): Ladies – FREE Gents – 20 SGD ✨ What Makes This Event Special? \- FREE entry for ladies \(RSVP required\) \- Guided social experience to help you meet people comfortably \- Fun icebreakers to make conversations even easier \- Fast\-friending rounds so you can connect with multiple attendees \- A reserved space just for our group \-\-\- 🕖 Evening Flow 8:00 PM – Arrival & Welcome Settle into our reserved area, grab a drink, and let Shelly introduce you to a few friendly faces. 8:30 PM to 9:30 PM – Fast Friending \- Meet a new person every 3\-6 minutes\. \- Frisca will guide each switch so you can connect with many lovely attendees in a short amount of time\. After 9:30 PM – Open Mingling Continue conversations with your favourite connections or meet more people at your own pace. **Our venue for the evening -** We have a reserved area where our members can meet each other in a supportive environment! \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 20 to 40 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\. \- We are not a dating group\. Our events are not organised to manage your dating life\. Our group is created to help ladies and gents meet other like minded ladies and gents\. Please do not attend our event if a perfect gender balance is important for your enjoyment of our meet\-up\. \-\-\-\-\-\-\- Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). **Here are some videos which will give you some guidance -** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs) How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI) Why you should attend our evenings - [https://www.youtube.com/watch?v=wEjwGBXzJE8](https://www.youtube.com/watch?v=wEjwGBXzJE8)

**Click here for more WSET Level 2 course dates, fees and information** Get up to 50% Subsidies With NTUC UTAP [https://www.finewines.com.sg/wset-level-2-wine-course-singapore/](https://www.finewines.com.sg/wset-level-2-wine-course-singapore/) WSET wine courses are the backbone of Singapore’s F&B and wine industry and a must for anybody considering joining it. This is an internationally recognised wine certification which will help you to advance your career anywhere in the world. If you are currently working in the wine industry or possess basic wine knowledge and are keen to enter into the F&B or wine trade, our WSET Level 2 wine course furthers your wine knowledge in a more in-depth programme. Our experienced WSET certified educators will provide you with the practical skills and technical knowledge required in a career of the complex world of wine. The WSET Level 2 course is also a perfect option for wine lovers looking to increase their wine knowledge in a structured way. Also its the stepping stone to the progress to the WSET Level 3. **WHAT YOU WILL LEARN:** How to taste and describe wine using the WSET Level 2 Systematic Approach to Tasting Wine (SAT). Understand the factors that influence a wine’s style, quality and price. Learn & taste 22 grape varieties produced in important geographical indications (GIs) around the world. Interpret key labeling terms to understand the style, flavour and method of production of still, sparkling and fortified wines. Why tannin, acidity and terroir play a role in terms of the wine tastes. Principles of food and wine pairing and the storage and service of wine. Intensive & effective wine palate training by tasting over 40 bottles of wines! **Click here for more WSET Level 2 course dates, fees and information** Get up to 50% Subsidies With NTUC UTAP [https://www.finewines.com.sg/wset-level-2-wine-course-singapore/](https://www.finewines.com.sg/wset-level-2-wine-course-singapore/)

**COME AND SPEAK MALAY AND INDONESIA WITH US** **(Advanced Beginner to Intermediate)** Come and join us this Saturday afternoon and brush up your Malay and Indonesian speaking skill from proficient speakers in a friendly and casual atmosphere. If you are a Malay and Indonesian speaker, come join in the fun and share your knowledge of the language with avid learners. This is for **advanced beginner** and **intermediate** Malay and Indonesia learners\*\*.\*\* For absolute beginner, you may wish to join our beginner lesson. For those that joined us for the first time and for information regarding **all** our events, please join our Telegram group by clicking the link below. https://t.me/+NoKWGVYyUgllNzY9 *** GETTING THERE Nearest MRT station: Promenade *@ Downtown (blue) Line or Circle (yellow) Line* Other MRT stations: Esplanade *@ Circle (yellow) Line*; City Hall *@ North-East (red) Line* LOCATING US INSIDE THE FOOD COURT We are seated at the far end of the food court where the wall is, away from the stalls. Look for groups that look like they are studying rather than merely eating. You can drop the Event Host a message if you are lost. NO COMMERCIAL ACTIVITIES We welcome anyone who is keen to learn a language or help others learn the language. However, this is NOT the platform for individuals who have other intentions, such as recruiting members for their business or organization or selling products or services. We will not hesitate to ask such individuals to stop attending our meetups.

**For ages 13 and above.** A fast paced freestyle choreography class that will work your groove and musicality through Desi tracks. Well-suited for dancers with some dance background. Don't forget to bring a whole lot of swag with you! Dance Embassy is everything about fitness and wellness of the body and mind. We have facilitated more than 10,000 members to experience and spread the transformative power of dance and fitness since 2015. ### **Address** Tiny Studio, 291 Serangoon Road, #04 – 02, Singapore 218107 ### **Schedule** Saturdays 230PM - 330PM ### **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.

**For ages 13 and above.** Bellydance is one of the oldest dance forms originating in the Middle East. Various dance styles have evolved from it, depending on the country and the region with the Egyptian style being the most common. ### **Address** High Street Centre, #B1-14 1 North Bridge Road Singapore 179094 ### **Schedule** Saturdays 11AM - 12PM ### **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.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

Whether you've never done improv before, or you've done it for so long you knew Del Close on a personal level, or anywhere in between, come join us! Swing by *Gresso's* for the **Columbus Improv Comedy Meetup** for some fun and games! The idea behind improv is to create entire scenes from scratch based on a suggestion from the audience. This can be done in game form, like *Whose Line Is It Anyway*, *ComedySportz*, or *Wild 'n Out*; it could also be done to tell stories, like *Middleditch and Schwartz*. Our meetup, which is central Ohio's longest running (and free!) weekly comedy event, brings the games (and occasionally different forms) for you to play in a safe, supportive, and compassionate environment. Not only is it a lot of fun, but you get to work on thinking faster on your feet, plus it's an excellent way to meet new people and make friendships that'll last a lifetime! **AND TODAY IS OUR THIRTEENTH ANNIVERSARY!!!** So be ready for a celebration of everything that's made Improv Meetup wonderful: you, the amazing performers! Ask yourself if you want to join the **Columbus Improv Comedy Meetup**, and say "Yes, And" that you'll have fun!

Join us for our Sunday Meditation Service - !' Or join us on Facebook Live! Our Facebook Page is Golden Lotus Yoga for Spiritual Awareness

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!