Text Analytics
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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
Founders' Mondays: Strengthening the Signals - Customers
**Why we’re here?**
Give serious AI-native founders in Singapore an edge so they keep moving from *building* to *delivering.*
**Who it’s for?**
* Actively building *(pre-MVP, post-launch, late-stage)*
* Want’s likeminded peers and structured problem-solving
* Interested in at-least weekly cadence
* Open to committing if the value is real
***
## **How the day plays out?**
**10am — Doors open**
As we say in Singapore, OTOT.
**12.30pm — Lunch & Social**
BYOF. Meet your peers. Build real relationships over food.
**2:30pm — The Work Room**
From founder topics that broaden your awareness, to real-time problem-solving. This is where you build your founder muscle and keep moving
**5pm — “Next move”**
We roundup & wrap here.
***
## **The Work Room**
> We bring a veteran.
> You come with something real: what you’ve done, what changed, what’s stuck.
> This is *your* time to focus on being a founder, leader, business owner. Not just tech, not just AI, but running a business.
> It could be: Pipelines. Product. Marketing.
> Segments. Users. Traction. Flywheels.
> Budgets. Teams. Funding. Pricing
> Contracts. Taxes. Regulation…
> Bring a problem, leave with a decision/direction/solution that’s yours. Follow-up next week.
> **Weekly Founder Topic**
> *20-30 mins, talk or learning*
> Short session on a real founder topic, drawn from the room, or brought by someone who’s lived through it.
> **Founder Cases**
> *2-3 cases, up to 45 mins each*
> Facilitated and collaborative problem-solving with your peers in the room.
**This week's session will focus on: Testing what's real.**
This will be an ongoing series for tuning your business engine:
* Part 1: "Seeing your engine" (completed)
* Part 2: "Testing What's Real" (completed)
* Part 3: Strengthening the signals
* Part 3a: customers (this week)
* Part 3b: Scope
* Part 3c: Economics
* Part 3d: Repeatibility
It will be facilitated by: Matthew Hillier Founder & Principal Navigator, The Third Way
* *Angel Review Committee (ARC) Member, AngelCentral*
* *Former EVP Product & Platform Innovation, CloudPay \~18 years across Product, SaaS, and global teams.*
Poetry Meeting
Welcome to the Poetry Group! We meet once every other month for round table group critiques of each other's poetry.
This in person meeting will take place at the Book Bar, close to Tanjong Pagar MRT. The bookshop also hosts a cafe with food, light snacks and drinks. Please come along for a night of poetry and refreshments. Since Book Bar has generously allowed us to use their space, we would like to ask members to purchase at least one drink during the meeting. https://www.bookbar.sg/
Thank you.
General Group Notes:
* Please email Singaporewritersnetwork@gmail.com for submissions with this Subject Heading and file name: poems_submission_(your name). If the heading and your file do not contain this information, they will be deleted. To view submissions please wait for the hosts to send you an email with the google drive folder link, at the deadline. If you do not receive an email, please contact the host as soon as possible.
* A maximum of 7 submissions will be accepted, one per person. However, if you are submitting a short form poem, I.e haiku, you can submit up to a two.
* Please read and review all the submissions before the meetup.
* Uploads are due 1 day before the meeting.
* Please view member files for rules and guidelines: https://drive.google.com/drive/folders/1eu0hzJTrMNdSEXsLJ8em0iU5kbHXkiyA?usp=sharing
* File sharing and non-meeting discussion happens in a private Slack group which you can join once you’re a member.
* If you’d like to check out our group, please contact Alaa or Eneida for the monthly reading list or for any questions.
Happy writing and see you soon!
Flamenco Technique & Choreo Group Class (Beginner)
### **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
###
4 tables Mon TT @ Bishan Sports Hall
Capacity of event is number of tables X 4. Having a waitlist does not mean event is full. It is for me to prioritize people as per the following clause:
*Priority is given to regulars, past attendees, intermediate and above level players, players who have their private message function switched on and people whom I have met before. If I am unable to contact you, I cannot ask for your availability and skill level etc and you will be stuck in the waitlist forever and ever.*
This is to ensure that the skill level of players are decent and to eliminate no shows.
• Find us at the following tables in bishan sports hall..
1,2,3,4
Ensure you are feeling well before taking part. Do not attend if you are not feeling well.
*NO GATECRASHING!
• Do bring your own bat. Balls would be provided.
- By participating in this event, you agree that the organizer shall not be held liable to any injuries or damages sustained by you as a result of taking part of this event.
• If for some reason you aren't able to make it on that day, please update your status to "Not Going" at least one day in advance. The earlier you update your status, the easier it is for me to find a replacement.
\*\*\*\*\*NOTE: FOR THOSE WHO HAD RSVP BUT
1. DID NOT TURNED UP ON THE DAY OR
2. DID NOT INFORMED THAT THEY AREN'T ABLE TO MAKE IT OR
3. DID NOT WITHDRAW RSVP WHEN THEY CANNOT MAKE IT,
ON THE FUTURE MEETUP WHICH YOU RSVP, YOU WOULD BE BLACKLISTED.
1. REPEATED OFFENDERS (MORE THAN 2 TIMES) WILL MEAN AUTO DROP DOWN TO "NOT GOING" LIST IF I SEE YOUR NAME ON RSVP LIST ON THE NEXT MEETUP.
\*\*\*\*\*\* Any questions, please feel free to drop me (John Tenergy) a message. Cheers
Text Analytics Events This Week
Discover what is happening in the next few days
Data Tuesday Singapore #28 - AI Reliability Gap - RAG, search and LLM evaluation
## **Just another Tuesday?**
Join us for another casual morning coffee to meet new tech and data industry people - to discuss and explore data innovation in use cases such as Robotics, ML, AI, Quantum Computing, AI Governance, Data governance, synthetic data, Data Regulation, finance, state of data talent demand, investment environment and more!
# **This month’s topic: The AI Reliability Gap - RAG, search and LLM evaluation**
# AI adoption has moved faster than the ability to measure, control and debug it, creating a clear reliability gap in production systems. This event focuses on RAG, search and LLM evaluation - how to ensure AI outputs are correct, consistent and explainable in real use.
Join for a morning networking session ahead of conference week. Casual coffee and peer discussion for professionals in data, AI and business.
We’ll discuss how data governance, operating models, talent capability, infrastructure, and regulation are shaping real-world AI adoption - and what’s evolving as organisations grow.
Expect open, peer-to-peer conversations on topics - No formal presentations. No sales pitches. Just shared learning.
**Location**
The location is The Terrace Cafe at Conrad Centennial, next to the Millennia Walk Monument Square. Please try to locate organizer (Desiree, Zhijing, Michael, Robert or Ville) we do not have specific signage.
**Two rules of the DT event:**
1. Strictly no soliciting or shilling.
2. Coffee is not free. In fact, it is expensive (but of great quality). Please do the right thing and order a coffee or drink, so we can appreciate the amazing venue we have. Breakfast available.
Thank you - we look forward to seeing you on Tuesday morning!
**How to find us:**
Location: The Terrace cafe - Conrad Centennial Singapore 2 Temasek Blvd Singapore 038982
Cafe is next to Monument Square of Millenia Walk (18-metre tall white marble spiral helix and roundabout).
From Conrad lobby walk through to the other side. You can see The Terrace cafe at the corner of roundabout. Ask Lobby for directions if you can't find.
Beyond Vibe Coding: Hands-on Workshop on Spec Coding | 16 May | Singapore
Join this in-person hands-on workshop startup founders and developers to learn spec coding and build an app using spec coding in Singapore
Join us for an exclusive in-person hands-on workshop on 16 May in Singapore to elevate your software development practice using Agentic Spec Coding with sam.navan.ai
### **Workshop Details:**
* **Date:** 16 May (Saturday)
* **Time:** 9:00 am - 11:00 am SGT
* **Location:** The Working Capitol, 1 Keong Saik Road, Singapore. Map link for the venue: [https://maps.app.goo.gl/jNCzRCNXt6XyMWRe9](https://maps.app.goo.gl/jNCzRCNXt6XyMWRe9)
* **Fee:** SGD 40 per participant
### **Agenda:**
* Going beyond vibe coding: what is spec coding?
* Difference between vibe coding & spec coding
* Getting started with spec coding - tools, agents and setup
* Hands-on: Building a web app using spec coding
* Networking
### **Who is it for:** Startup founders and software developers
### **What you get:**
* Learn Agentic Spec Coding hands-on.
* Access to sam.navan.ai to build your application using agentic spec coding.
* Access to SAM agents on Antigravity, Cursor, and Claude Code.
* Understand how traditional software development works and how you can automate it using AI.
* Learn to build your application using Agentic Spec Coding.
* Networking with peers from the industry.
### **Trainer for the workshop:**
Santosh Rout - Founder of navan.ai and Saaragh. Santosh is an alumnus of IIT Kanpur with over 25 years of experience in IT and AI. He has built and launched several AI and GenAI products and solutions.
### **Sponsors and Partners:**
* Venue Partner: The Working Capitol: [https://www.theworkingcapitol.com/](https://www.theworkingcapitol.com/)
**Get a FREE 1-day pass at The Working Capitol's coworking space by attending this event.**
### **Organized by navan.ai:**
[navan.ai](https://navan.ai/) is an AI & Generative AI products and solutions company headquartered in Singapore with operations in Singapore and India. We also run a bootcamp to help founders to convert their ideas into scalable products using agentic spec coding. Know more about the bootcamp here: [asca.navan.ai](https://asca.navan.ai/)
### **Want to join us as a community partner? Contact Us:**
For questions or further information:
* **Website:** [navan.ai](https://navan.ai/)
* **Email:** varun@navan\.ai\| connect@navan\.ai
* **Phone:** \+91 8655482220 \| \+65 8608 9171
### **Register NOW to save your spot: [https://www.eventbrite.sg/e/beyond-vibe-coding-hands-on-workshop-on-spec-coding-25-apr-singapore-tickets-1986892100759](https://www.eventbrite.sg/e/beyond-vibe-coding-hands-on-workshop-on-spec-coding-25-apr-singapore-tickets-1986892100759)**
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.
Take Control of the 3 Highs - Simple Ways to Improve Your Health Naturally
Are your blood pressure, blood sugar, or cholesterol levels quietly rising — even though you “feel fine”?
Most people don’t take action until it starts affecting their daily life…
Low energy, poor sleep, stubborn weight gain, and relying more on medication.
It doesn’t have to get to that stage.
Join our **offline health sharing session** and discover simple, practical ways to manage the “3 Highs” — without extreme diets or complicated routines.
You’ll learn:
• Easy lifestyle shifts to support healthier numbers
• Smarter nutrition choices that fit your daily routine
• How to build sustainable habits for long-term wellness
Imagine waking up with more energy, thinking more clearly, and feeling confident that you’re back in control of your health.
Whether your goal is prevention, improvement, or maintaining long-term wellness — this session will give you actionable steps you can start immediately.
Seats are intentionally limited to ensure a focused, high-quality experience.
👉 Secure your seat now — message us or register today before spots are filled.
AI Engineer Gemini Event
AI Engineer is coming to Singapore - and Google DeepMind (as a sponsor of the event) also wants to contribute to its general aura of awesomeness!
Talks (subject to updates...):
**"Prototyping fast in Antigravity" - Ivan Leo**
Ivan has been using Google Antigravity to rapidly build and prototype systems-level Zig libraries like teul and gil. He’ll walk through his actual day-to-day workflow and share the biggest lessons he's learned about steering AI when writing low-level code. Before joining Google DeepMind, Ivan worked on building agents at Manus AI (SG) before its acquisition by Meta in 2026, and so brings a practical view on what it takes to turn agent capabilities into products developers can actually use.
**"Robotics Planning with Gemini" - Chaitanya Jadhav & Anurag Roy**
Seizing the opportunity to do a lightning talk at the intersection of Robotics (the subject of the April MeetUp) and Gemini, Anurag and Chaitanya will demonstrate how Gemini's multimodal and reasoning capabilities can power a pipeline that converts photos of an indoor space into a map and generates executable task plans for robots with different embodiments.
**"Something cool with TTS" - Martin Andrews**
In this lightning talk, Martin has been playing with the Gemini Flash TTS models - and will demo both its regular API, and how it can be incorporated into various workflows.
**"From Lab to Laundry: Scaling Robot Autonomy in the Real World" - Daniel Ng & Siddharth Krishnan**
Google DeepMind’s ALOHA accelerated robot learning and model development, yet a gap remains between successful lab demos and robots working reliably in production. Daniel and Siddharth share their experience deploying ALOHA-based teleoperated robots in real work environments to bridge this autonomy gap; and explain why teleoperation will play key role in autonomous deployment. Apparently, there will be hardware!
**FOOD UPDATE :** Google has told us that **there WILL BE** pizza at the event
\-\-\-
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.
Due to some recent security incidents at the venue please take note of the new DevSpace security procedures [https://bit.ly/devspace-security](https://bit.ly/devspace-security)
Attendees will not be admitted later than 15min after the talks have started.
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.
Tuesday Reading @ Clementi
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: Clementi
Text Analytics Events Near You
Connect with your local Text Analytics community
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards**
In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these.
While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics.
**About Our Speaker**
Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council.
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)
Quarterly Community Gathering
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.linkedin.com/company/transformlabs/)
Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)
CBusData - Practical AI for Power BI Developers
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.
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability.
You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required.
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.
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
NFT AI ART Columbus
NFT's are here to stay folks!
This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more.
**PLUS**
This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.
TBD
**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**
TBD
**YouTube Link**
TBD




















