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Frequently Asked Questions
Yes! Check out text analytics events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the text analytics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find text analytics events near your location here. Connect with your local community and discover events within your area.
Text Analytics Events Today
Join in-person Text Analytics events happening right now
How to Use AI to Attract Leads & Customers from the Cold Market
## Struggling to Get Leads from People Who Don’t Know You?
You’re posting content… trying different strategies… maybe even using AI tools…
But still not getting consistent leads or customers.
If that sounds familiar, this session is for you.
## How AI Can Help You Attract Cold Leads (Without Overcomplicating It)
In this live, in-person workshop, you’ll learn simple and practical ways to use AI to:
* Reach cold audiences more effectively
* Generate interest without sounding “salesy”
* Create content that attracts potential customers
* Approach lead generation in a clearer, more structured way
Everything will be explained in a beginner-friendly manner — no technical background required.
## Imagine Having a Clearer Way to Attract Customers
Instead of guessing what works…
You’ll start to see how to:
* Turn strangers into interested leads
* Use AI to save time and effort
* Build a simple approach to attract potential customers
This session focuses on practical understanding — not theory.
## Secure Your Seat
This is a small-group, in-person session to ensure quality learning and interaction.
👉 Reserve your seat now to learn how to start attracting leads and customers using AI.
STACK Meetup [AI]: Delivering AI as a Capability
**ANNOUNCEMENT – Registration via this [link](https://go.gov.sg/stackmeetup-2jul2026-mc) only.**
Moving AI from prototype to a reliable production often raises questions about optimisation, scalability and compliance. At this STACK Meetup [AI], we strip away the hype to offer an exclusive look under the hood of PlatformAI, GovTech’s developer-first platform built to scale AI capabilities reliably for the Government.
Take a peek into how PlatformAI provides an enterprise-ready platform layer to govern and orchestrate large-scale AI model and capability deployments. Our speakers will share strategies on unifying secure model access, balancing costs using Pay-As-You-Go (PAYGO) versus Provisioned Throughput, and leveraging managed multimodal pipelines – Vision, Document, and Audio – without the overhead of maintaining fragmented infrastructure.
Walk away with fresh insights on how GovTech is democratising AI deployment at scale, whilst ensuring proper governance like prompt security, throughput optimisation, and architectural guardrails to address modern scaling bottlenecks.
**Secure your spot for STACK Meetup [AI] today: [https://go.gov.sg/stackmeetup-2jul2026-mc](https://go.gov.sg/stackmeetup-2jul2026-mc)**. Limited seats available!
Who should attend: Product managers, software engineers, AI/ML developers, infrastructure specialists, and system architects, who are looking to bridge the gap between AI prototyping and production-grade software engineering.
**Programme**
6:30pm: Networking
7:00pm: Introduction
By STACK Community
7:05pm: Opening
By Ethan Goh, Director, Product Management, AI Programme, GovTech Singapore
7:15pm: Introducing PlatformAI – GovTech’s one-stop platform for AI Capabilities
By Daniel Yuen, Product Manager, AI Programme, GovTech Singapore
7:35pm: PlatformAI – Models: Unified Access To LLMs
By Tan Xiu Quan, Product Manager, AI Programme, GovTech Singapore
7:55pm: PlatformAI for Multimodal Capabilities, across Vision, Documents and Audio
By Suresh Kumar Sarad, Senior Product Manager, AI Programme, GovTech Singapore
8:15pm: Q&A
8:30pm: End of STACK Meetup
Click **[here](https://go.gov.sg/stackmeetup-2jul2026-mc)\*** to sign up!
\*Registration will be accepted via GovEntry only.
Thursday Evening Reading @ Han's (111 Somerset)
Welcome! Gist below! :-)
1. Bring a book to the meet!
2. Buy a drink (and a bite if you're hungry).
3. Say hi to the folks.
4. Read!
5. We'll do a short round of intros and a short sharing at the end too. :)
Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-)
This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance!
Nearest MRT: Somerset (NS23)
Beach Tennis Open Play (All Levels)
### **Address**
Sapphire Pavillion 30 Siloso Beach Walk
### **Schedule**
Sundays 4PM - 6PM
### **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.
Can the mushroom-derived nutrient ergothioneine prevent dementia?
**Delaying age-related diseases: Can the mushroom-derived nutrient ergothioneine prevent dementia?**
Distinguished Professor Barry Halliwell
host: Kamil Pabis, PhD, co-organized by VIVA foundation
As we sit in this room, we are all breathing oxygen (O2), a gas essential for life for efficient energy production from our food. Yet oxygen has a dark side; some of it makes reactive oxygen species (ROS) such as oxygen radicals, which can damage our body tissues, a factor that contributes to age-related diseases, especially dementia. ROS are not all bad, they help protect against infectious disease via the process of acute inflammation (keeping us alive) yet as we age inflammation isn’t controlled properly and the extra ROS cause more damage that contributes to age-related diseases. ROS levels in the body are controlled by antioxidants, many of which we make ourselves but others come from the diet. Most attention has been paid to vitamins C and E, polyphenols and carotenoids. Consuming diets rich in these compounds correlates with better health, but high doses of them as pure compounds in supplements have had little effect in delaying dementia and other age-related diseases in properly-controlled human clinical trials; supplements cannot replace the effects of a good diet. Interpreting correlational studies as causation is often done, but fraught with danger.
In the past ten years we have studied a diet-derived antioxidant that has been almost totally ignored, namely ergothioneine (ET). It is found in many foods, but the major source is mushrooms. Our work has demonstrated that ET is likely very important in maintaining brain health and delaying or preventing dementia and other age-related disease, and pilot clinical trials support this. Evidence is growing that ET is a “longevity vitamin” to support healthy ageing, but rigorous clinical trials are needed to prove this. Its effectiveness may be due to its many additional mechanisms to protect our organs, in addition to acting as an antioxidant.
FOOD AND CATERING
This event is kindly supported by AVEA.
https://avea-life.com/
Please come hungry to enjoy the healthy food!
LOCATION
6:45 pm SGT
**VIVA Foundation for Children with Cancer**
8 Sinaran Drive, #03-01 VIVA Hub, Novena Specialist Center, Singapore 307470
Muay Thai Group Class (Adults, All Levels)
**For ages 21 and above.**
### **Address**
526a Geylang Rd, Atrium Residence, Singapore 389482
### **Schedule**
Thursdays 5PM - 6PM
### **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.
Text Analytics Events This Week
Discover what is happening in the next few days
The Smart Walking Method: Burn More Fat And Feel More Energized
Are you walking correctly?
Walking is one of the most natural human activities, but most of us aren't optimizing our stride for health and fitness. It’s time to turn your daily steps into a powerful, fat-burning tool.
Join us early for the MetaWellness Fat-Burning Walking workshop. This session goes beyond a casual stroll; it is an active workshop designed to teach you the biomechanics of mindful, effective movement.
Led by **JJ Mok, Accredited Mindfulness Coach**, you will learn how to align your body and mind to increase fitness, aid weight loss goals, and completely transform the way you walk.
**What You’ll Learn in This Session:**
* **👣 Proper Walking Technique:** Forget lazy strolling. We will teach you how to develop strong posture and an engaging, powerful stride that protects your joints and engages more muscles.
* **🔥 Fat-Burning Principles:** Discover the specific techniques that turn a regular walk into a calorie-torching workout, helping you burn more energy with every step you take.
* **🧘♀️ Breathing & Mindfulness:** Learn to integrate mindful breathing with your movement. This enhances mental focus, reduces stress, and helps naturally boost your metabolism.
**Who Should Attend:** This session is perfect for anyone looking to improve their physical health, lose weight sustainably, or simply gain more energy from their daily routine. All fitness levels are welcome.
**Event Details:**
* **Time:** 7:30 AM – 9:00 AM
* **Location:** [Entrance](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html")/[Exit A](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") - [Botanic Gardens MRT Station](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") ([CC19](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html") / [DT9](https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html "https://www.streetdirectory.com/sg/entranceexit-a-botanic-gardens-mrt-station/106578_1.html"))
* **Instructor:** JJ Mok, Accredited Mindfulness Coach
**What to Bring:**
* Comfortable walking shoes or trainers
* Water bottle
* Sun protection (hat/sunscreen) if outdoors
* An open mind ready to learn!
**Start your weekend with intention, movement, and vitality. Secure your spot today!**
Introducing The Best Group 🎾
What if a tennis class became the easiest way to meet new people?
**The Best Group** combines structured, level-based tennis group classes with an optional social matching experience.
Here's how it works:
🎾 Join a tennis group class with players of a similar level
🤝 Having joined a class, you can choose to be matched with **three other people you've never met before** for dinner.
The difference? **Everyone at the table will already have completed a tennis group class with The Best Group.**
Instead of meeting complete strangers with nothing in common, everyone shares the same experience, making conversations feel far more natural from the very beginning.
Think of it as a Timeleft-style social experience—but with a built-in shared connection before you ever sit down for dinner.
**Join the waitlist for early access:**
[https://thebestgroup.base44.app/](https://thebestgroup.base44.app/)
Themed Super Scrabble ANAGRAMMATIST
Welcome to Themed Super Scrabble meetup.
*A word list will be provided for your reference during gameplay.
*Form words from the list to score additional points
*We will have a unique theme each and every week.
After RSVP kindly text me immediately for further meetup details.
Hope to hear from you soon!!
Joseph
88023147
BuddyRead: Taiwan Travelogue (臺灣漫遊錄)
We Read (Taiwan Travelogue) Together and enjoy delicious food and drink. We'll chat a little at the start and discuss a little at the end.
Please buy your own food and drinks to support the venue.
See you!
Nearest MRT: Pasir Panjang
Saturday Afternoon Reading @ Holland Village (Keong Saik Bakery)
Welcome! Gist below! :-)
1. Bring a book to the meet!
2. Buy a drink (and a bite if you're hungry).
3. Say hi to the folks.
4. Read!
5. We'll do a short round of intros and a short sharing at the end too. :)
Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-)
This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance!
Nearest MRT: Holland Village (CC21) - Exit A
The Reading Circle
A chill space for book lovers to read, socialise, and share what we’ve learned from our latest reads.
We dive into stories, swap thoughts, and talk about the lessons that stuck with us. No pressure :) just good books, good vibes, and great conversations!
All kinds of books are welcomed ☺️
**Guidelines to the bookclub**
*
* Pls bring your own book to the event to read :)
* each person is required to order a drink
* Timeline: 45 mins reading followed by 5-10 minutes of sharing each on their book
Saturday Afternoon Reading @ Italian Coffee Lab (Pasir Panjang)
Welcome! Gist below! :-)
1. Bring a book to the meet!
1. Buy a drink (and a bite if you're hungry).
1. Say hi to the folks.
1. Read!
1. We'll do a short round of intros and a short sharing at the end too. :)
Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby. :-)
**Special note:** Unannounced session discovered by our undercover agent, brilliant. Tables and seats for attendees (excl. the waitlister and non-RSVP) are reserved under the host's name. Here is the codename for your RSVP: 007
This is a limited seats, small group event, so do try to update your RSVP early, **ideally at least 24 hours before the event**. That way, if your plans change, someone on the waitlist can take your spot and make themselves available in time. Thanks in advance!
Nearest MRT: Pasir Panjang **(Same station as the Eat 3 Bowls 呷三碗車站)**
Text Analytics Events Near You
Connect with your local Text Analytics community
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data**
How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice.
Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look.
In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it.
**About Our Speaker:**
[Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on.
That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable.
In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork.
This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it.
We’ll cover:
* Why “it looks good” is not enough
* How to improve prompts by changing the input, context, and constraints
* How to compare LLM outputs more systematically
* Basic evaluation techniques for accuracy, consistency, and usefulness
* How embeddings, cosine similarity, and scoring can help evaluate results
* Where automated evaluation works — and where humans still need to stay in the loop
By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
IxDA Chat n Pancakes
You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to.
Thanks to the team at Nationwide of supporting the group.
Lessons To Help the Introvert to Extrovert!
Do you feel introverted when you are in a group setting? Are you shy?
Do other people have more fun than you do? There are simple life hacks you can use to improve your connection to others and improve your social life.
Talking is one thing. Truly connecting is altogether another. It's the whole experience of connecting with people and forming relationships.
It includes the joy, understanding, and love formed among people.
* In our meetings, you will learn:
* A simple life hack to increase your liking and tolerance of other people, or even of yourself!
* How to become more interested and enjoy conversations with people.
* How to be comfortable in social settings.
* How to be yourself
* How to become more extroverted and,
* How to make connections with people.
Feeling lonely, isolated, or bored? This local meeting is exactly what you need! Come join us!
Be sure to click on the red "Attend" button below to come to the local event. We look forward to seeing you there.
This group is created by the Dianetics and Scientology life improvement center.
Pop-up Book Club 5: Rabbit, Run by John Updike
Let’s meet and discuss John Updike's Rabbit, Run, the first in his series of four novels following the life, hopes, and disappointments of former local basketball star, Harry "Rabbit" Angstrom, as he fitfully confronts and evades adulthood.
Melancholia
Be prepared for an entirely different type of sci-fi movie!
Unofficially, the second movie in director Lars von Trier's "Depression Trilogy," 2011 Melancholia depicts the events that occur before a rogue planet is about to collide with the earth. Considered by many to be a masterpiece, the film was included in BFI's 2022 Sight and Sound Poll of the greatest movies of all time.
It is available at the library as well as on Kanopy.

![STACK Meetup [AI]: Delivering AI as a Capability](https://secure.meetupstatic.com/photos/event/4/b/0/6/highres_534979206.webp?w=640)
















