Master Data Management
Meet other local people interested in Master Data Management: share experiences, inspire and encourage each other! Join a Master Data Management group.
0
members
0
groups
Frequently Asked Questions
Yes! Check out master data management events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the master data management events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find master data management events near your location here. Connect with your local community and discover events within your area.
Master Data Management Events Today
Join in-person Master Data Management events happening right now
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
###
Pickleball for Pickleball, Business and Investment Enthusiasts
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.
MONDAY EVENING PICKLEBALL DOUBLE BACKHAND 3 SESSIONS BEHIND TECK WHYE LRT
Master Your Double Backhand: A Pickleball Coaching Session
Unlock the full potential of your pickleball game with our specialized coaching session focused on mastering the double backhand.
Event Details:
· Date & Time: Monday, 15th, 22nd, 29th June 7PM - 8PM
Location:
106 Teck Whye Ln, Singapore 680106 (Outdoor court, behind Teck Whye LRT)
· Cost: S$48 per person
Registration:
Spaces are limited and filling up. To confirm your attendance, please complete payment via PayNow to the number below.
**· PayNow to: +65 9880 1398 (TAX SEX LIX)**
What to Bring: Please come with appropriate sports attire, water, a towel, and a positive attitude. Paddles and balls are provided.
Join us to transform your double backhand into a formidable weapon on the pickleball court and gain a significant advantage in your matches!
*No refund policy, but feel free to find your own replacement. If raining, the session will be changed to another date.*
Health & Safety Disclaimer:
By participating in our pickleball games, you acknowledge that this is a friendly, voluntary activity involving physical movement and occasional competitive energy. Please play within your limits, stay hydrated, and be mindful of others on the court.
We are not responsible for any injuries, paddle-related pride wounds, or unexpected bursts of athletic greatness. Warm up, play safe, and most importantly, have fun!
Women's 11v11 Football Social Game
We are looking for players to play in our upcoming friendly against a club side reserves. Any positions welcome. Good opportunity to get to work out your fitness. Game will be managed by a qualifed, experienced licensed Women's Coach so you can learn from the game! Gain match fitness and lots of friendship!
Natural Grass. $10/pax. White Top. Full Gear (including shin pads, no jewellery. Trimmed nails.
Report at 7 pm. KO at 7.30 pm.
3x30 mins. Rolling Sub.
Master Data Management Events This Week
Discover what is happening in the next few days
Speed Dating 💘 Huge Event 💘 Singles 20s-30s
Hi there! 😊
**Note:** This event is posted on multiple platforms, so more people come than just the RSVPs here.
This is a **Speed Dating event** ❤️
**Why participate:**
Easy and fun way to meet your **new girlfriend / boyfriend!**
You do not need to go up to anyone first, **the host does everything for you.**
Easy and fun way to make **new friends.**
**🎫 GET YOUR TICKET HERE: 🎫**
**www.datemap.net/singapore -** (if link doesn’t work - it means we sold out)
🕊️ **Changed plans?** Just DM us 24h before the event for **full refund**! 😊
❗ **Note:** We often sell out around **1 week** before the event!
❤️ **Why People Love Our Events:**
⚖️ **50/50 gender ratio guaranteed** \- planned with care so both sides stay even
😌 **Professional host included** \- the host takes care of the whole event for you
☺️ **Relaxed, welcoming atmosphere** \- fresh\, easygoing\, and social
🎉 **Friendly people** \- lots of guests are thoughtful\, cheerful\, and relaxed\!
🧭 **YOUR FIRST TIME? 😊 HERE IS HOW IT WORKS:** 🧭
You have a **5 min conversation** with every participant ⏱️
There are **question cards** on every table to keep chats moving!
Men move every 5 minutes, women stay seated.
At the end you get your matches. ❤️
📍 **LOCATION:**
The venue location is sent to **ticket holders** after purchase.
It is always a big cafe lounge in a central location.
💌 **QUESTIONS?**
Email us! We get back to everyone!
**🎫 GET YOUR TICKET HERE: 🎫**
**www.datemap.net/singapore -** (if link doesn’t work - it means we sold out)
🕊️ **Changed plans?** Just DM us 24h before the event for **full refund**! 😊
❗ **Note:** We often sell out around **1 week** before the event!
I’m so happy to welcome you!
See you soon! 😊❤️
Grandmaster Choa Kok Sui's Spiritual Business Management
According to the Ancient Esoteric Teachings, Management through the 7 Rays Reflects the 7 Energies Utilized in the Process of Creation. If you want to be Successful, Copy the Management System of God!
On 3 July 2026 (Fri), 9am \~ 6pm
Together with Master Stephen Co @CIS Centre, Downtown Gallery
*Click on the link to view the video introduction on [MCKS Spiritual Business Management](https://www.youtube.com/watch?v=IX41C_4uiCA) by Master Stephen Co.*
*Pre-requisite:*
* Completed Foundational (Basic) Pranic Healing Course
[If you have not attended Basic Pranic Healing Course, you can still join our class on 16 & 17 May 2026 OR 6 & 7 June 2026. Learn more [HERE.](https://pranichealing.us5.list-manage.com/track/click?u=2455ea2a7fb5ac4f422df34d9&id=229f4b543c&e=911bd08448)]
**Date:** 3 July 2026 (Fri)
**Time:** 9am \~ 6pm
**Venue:** Centre for Inner Studies - 6A Shenton Way, OUE Downtown Gallery, #02-09/10, Singapore 068815.
**Course Fees:** [New] \*$498; [Review] $288
**[Registration Link](https://pci.jotform.com/form/261174309398464)**
* *MCKS Kabbalistic Cycle Wheel and Achieve the Impossible Sutra, are sold separately at $28 & $16 respectively.*
* *Provision of vegetarian lunch for all participants on the day.*
**Spiritual Business Management** is a *1-day experiential workshop* designed to apply **esoteric and spiritual laws** to managing both *life and business*. Rather than traditional corporate training focused purely on techniques, it adds a new perspective in *energy work, meditation, and ancient wisdom* to enhance success, productivity, and harmony in professional and personal settings.
The course is structured around several powerful concepts designed to give attendees an "edge" in the workplace.
***Get to learn...***
* **Management by the Seven Rays**: Based on the esoteric teaching that seven energies govern creation, you will learn to understand human archetypes. This provides deep insights into your own personality and those of your colleagues, helping to improve professional relationships and team dynamics.
* **The Science of Life Cycles (Right Timing)**: You will be taught how to identify and leverage the natural cycles that govern life and nature. By understanding this rhythm, you can discern the right timing for actions and initiatives to align with natural energies for greater success.
* **Stress & Energy Management through Meditation**: Practical, simple meditation and breathing techniques are core to the curriculum. These tools are designed to rapidly recharge the physical body and mind, dissolve stress, and maintain a sense of calm and sharp mental clarity—even when under pressure and needing to make critical decisions.
* **Productivity & Efficiency**: Learn systematic ways to prioritize activities and practice "one-pointedness" to increase efficiency . The goal is to achieve more in less time with greater output.
* **Personal Empowerment**: You will develop stronger leadership skills that inspire confidence. The spiritual empowerment from the practices is said to result in increased strength, clarity of goals, and dynamism to handle any business situation.
* **Harmonious Work Environment**: The course provides techniques to bridge the gap between management and the workforce. By fostering mutual respect and creating a positive organizational environment, you can boost overall employee productivity and return on investment and much, much more!
While the teachings are rooted in ancient spiritual wisdom, this workshop is highly practical and structured for the modern world.
Participants would be able to apply what they learn with tangible outcomes that can benefit both their professional and personal lives!
**👉🏻 [Register with us Today!](https://pci.jotform.com/form/261174309398464)**
Singapore Hashicorp User Group 12th Meetup @ SMU School of Information Systems
Hey Hashicorpians,
We’re excited to invite you to the Cloud Native and HUG Singapore May Meetup, a collaborative in-person event with the Singapore CNCG meetup, hosted at SMU School of Computing and Information Systems
👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** and join us in person!
This meetup brings together the cloud-native community to explore AI innovation and Kubernetes data security, share practical insights, and connect with fellow practitioners.
👉 **[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** and join us in person!
📅 Date: Wednesday, 1st July, 2026
⏰ Time: 6:00 PM – 9:00 PM (GMT+8)
📍 90 Stamford Rd, Singapore 178903, SOE/SCIS2 Seminar Room B1-1
🎤 Talks include:
1. **Engineering "Invisible" Platforms With Crossplane and Score,** by [Mumshad Mannambeth](https://www.linkedin.com/in/mmumshad/), Founder & CEO of KodeKloud
2. **Terraform at Scale: Architecture, Automation, and AI-Assisted AWS Delivery** by [Nisal Wickramage](https://www.linkedin.com/in/nisal-wickramage/), Senior Consultant at Thoughtworks
3. **Enable Zero Trust for Service Connectivity across Hybrid Cloud with HashiCorp Consul ⛅️**by [Sai L.](https://www.linkedin.com/in/sailinnthu/), Sr. Solutions Architecture Specialist
🏟️ Venue - Sponsored by **SMU Artificial Intelligence Club (SmuAI)**
🍕 Networking, food & drinks - Sponsored By 𝗛𝗮𝘀𝗵𝗶𝗰𝗼𝗿𝗽, 𝗮𝗻 𝗜𝗕𝗠 𝗖𝗼𝗺𝗽𝗮𝗻𝘆
🎁 Quiz, swag & vouchers - Sponsored By **KodeKloud**
3 Lucky winners will also get an opportunity to win **KodeKloud** Subscriptions
5 Lucky winners will get an opportunity to win Hashicorp Associate exam vouchers.
1 Lucky Winner will get - Print Copy of Terraform Authoring and Operations Professional Study Guide Azure Edition written by [Mattias Fjellström](https://www.linkedin.com/company/96315339/admin/page-posts/published/#),
https://lnkd.in/gkByqHfQ
Whether you’re a platform engineer, SRE, developer, or cloud architect, this is a great opportunity to learn, connect, and grow with the **CNCF & HUG community.**
👉[ ](https://konfhub.com/singapore-cncf-and-hug-20260701)**[RSVP now](https://konfhub.com/singapore-cncf-and-hug-20260701)** and join us in person!
Join Our Telegram Channel:
**[Singapore HUG Telegram Public Channel](https://t.me/+4TSTIb7Z31JkMTk1)**
**[CNCF Telegram Public channel](https://t.me/+7nwzcfCV03JjMzhl)**[ ](https://t.me/+7nwzcfCV03JjMzhl)
LinkedIn:
**[Singapore Hashicorp User Group](https://www.linkedin.com/company/singapore-hashicorp-user-group-hug/)**
**[Singapore Cloud Native Community Group - Official CNCF Community](https://www.linkedin.com/company/cloud-native-community-group-singapore-cncf/)**
See you there!
Singapore HUG Organizers.
Human at the Core: Leading, Building and Thriving in the Age of AI
**Register here (subject to approval):**
[https://luma.com/fongxt81](https://luma.com/fongxt81)
*This is an in-person event. Successful Registration is subject to approval.*
**ABOUT**
**In association with [Women's Dev Singapore](https://www.meetup.com/women-devs-sg/), [Zenika](https://www.linkedin.com/company/zenikasingapore/) presents -** An engaging session exploring what it means to lead, build and adapt when AI becomes part of everyday work.
AI is transforming how teams operate, make decisions and build products.
**Yet the biggest challenges remain deeply human:**
* Creating conditions where **people can do their best work** — with high support and high challenge in equal measure
* **Building products that solve real problems**, not just ship solutions
* **Engaging with AI** and change with curiosity rather than fear
This session explores the convergence of three forces reshaping how value gets created today: **leadership, product thinking, and AI**. Through the lens of modern product teams and real-world experience, **[Jolyn](https://www.linkedin.com/in/jolyn-c/)** will make the case that these are no longer separate conversations.
Participants will walk away with three honest questions every leader and builder should keep asking themselves:
* **Lead** — *Am I creating conditions where people can do their best work?*
* **Build** — *Am I solving real problems or just shipping solutions?*
* **Adapt** — *Am I engaging with change with curiosity or with fear?*
The future belongs not to those with the most information, nor to those who fear disruption — but to those who stay human at the centre of it all.
Join us for an evening of honest insights, practical frameworks and real-world stories for navigating the future of leadership and product in an AI-enabled world.
📍 **Venue:**
This meetup is brought to you by Zenika Singapore, 20 Bendemeer Rd, #03-10 BS Bendemeer Centre, Singapore 339914.
**NOTE: Successful Registration is subject to approval. Sign up here:**
[https://luma.com/fongxt81](https://luma.com/fongxt81)
**EVENT SCHEDULE:**
**6:30 PM - 6:45 PM:** Registration + Networking
**6:45 PM to 6:55 PM:** Intro to WDS
**7:00 PM to 7:10 PM:** Intro to Zenika
**7:15 PM to 8:15 PM:** Human at the Core: Leading, Building and Thriving in the Age of AI by Jolyn + Q&A
**8:15 PM onwards:** Networking + Photo-taking
**TERMS & CONDITIONS**
* Zenika Singapore reserves the right to amend these Terms and Conditions at any time.
* Although very unlikely, please note that Zenika Singapore reserves the right to cancel or reschedule the event if necessary. However, in case of a cancellation, Zenika Singapore will inform all attendees one day in advance and will endeavor to provide an alternative date.
* Please note that photographs and/or videos will be taken at this event for marketing, publicity, and archival purposes. Should you have any concerns with your image being captured or used, please approach one of our staff members.
* Zenika Singapore owns the sole copyright of all content.
* You will be added to our mailing list upon registration of this event and will receive updates on our next events and open positions at Zenika.
Human at the Core: Leading, Building and Thriving in the Age of AI
**Register here:** https://luma.com/fongxt81
🚀 What does it mean to lead, build, and adapt in an AI-enabled world?
Women Devs Singapore is excited to collaborate with Zenika for an insightful evening exploring the intersection of leadership, product thinking, and AI with our guest speaker, Jolyn Chuah.
As AI becomes part of everyday work, the questions that matter most are still deeply human:
✨ Are we creating environments where people can do their best work?
✨ Are we solving real problems or simply shipping solutions?
✨ Are we approaching change with curiosity rather than fear?
In this session, Jolyn will share practical frameworks and real-world experiences from product management, systems thinking, and data analytics to help leaders and builders navigate an increasingly AI-driven landscape while keeping people at the centre.
You'll leave with three powerful questions to reflect on:
🔹 Lead — Am I creating conditions where people can do their best work?
🔹 Build — Am I solving real problems or just shipping solutions?
🔹 Adapt — Am I engaging with change with curiosity or with fear?
Whether you're a developer, product professional, team lead, or simply curious about the future of work, this conversation is for you.
📅 Join us for an evening of honest insights, practical takeaways, and meaningful discussions.
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 Easy 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.
TKG Manga Drawing Foundation Course
Welcome to the TKG Manga Drawing Foundation Course!
This is for young to not-so-young aspiring artists across a number of ages who wants to try manga drawing in a structured and guided face to face environment.
We have 4 categories:
A.9-11 years. They say the best manga talents start doodling at 4-7 years. This is the next best thing. Art in school is boring. You want to be better than your art teacher. This is it.
B. 12-18 years. Some of the best years for learning manga drawing early. Be mindful that this is not your usual school CCA. It is lit.
C. 19-28 years. You have decided to learn drawing at a more serious level. You like manga. You want to meet people of similar interest and who are equally serious about it. This is gonna be awesome.
D. 29-45 years. You have sort of put this off for some time and you decided that this is time to revisit this hobby again for whatever reason. You want to be professional while you still can because some damn 9 year old is starting on the dream you want and you are just salty. It could also be the last opportunity you can live your mangaka dream and you want to take the plunge. YOLO.
Classes are usually conducted on Saturdays or Sundays in 2 hours blocks from 2 pm onwards. Do let us know your schedule and we see if it works out. Go ahead and meet us for a chat. There are no obligations.
The starting cost is $280 per month for an equivalent of 8 hours or 4 sessions. We know it is not cheap. It should not be. Welcome to Singapore.
You can check out what we do at www.tkgcc.com. We are also involved in tabletop games and a variety of pop culture related muses. We are a living example of what manga drawing can lead to.
As a general overview, the TKG Comic Circle uses 3 tiers of advancement at the Bronze, Silver and Gold levels.
For a slightly more detailed breakdown of the content covered:
http://www.tkgcc.com/html/TATA%27S%20STUDIO/PROGRAMME%20GROUP/courseschedule.htm
For those interested in the portfolio of our associates and charges:
http://www.tkgcc.com/html/TATA%27S%20STUDIO/Tata%27s%20Studio.htm
Feel free to write us an email at admin@tkgcc.com but nothing beats meeting us in person for a chat over a lazy 2- 6 pm-ish afternoon tea session.
***
We are living in the era of Phase 2 - Covid 19. We need precautions and classes are conducted with the following measures.
***
Important Rules:
1. All participants are to wear face masks at all times unless you are consuming food and drink. Do note that you should not be using this excuse to keep your mask off longer than required.
2. All admissions into our premises will be via SafeEntry. All participants will need to bring their own mobile devices to scan the QR codes located at the entrance when entering and leaving.
3. Only a maximum of 8 participants are allowed in a course group, inclusive of your instructor.
***
If you have a portfolio, feel free to make a trip down for a chat. If you don't have one but will like to start somewhere, go ahead and come down as well.
Master Data Management Events Near You
Connect with your local Master Data Management 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)
ServiceNow AI Deep Dive: Hands-On Learning Session
We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!
BeComing Circle Initiates
http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg
Instructor - Crow, HPS
Class fee is $30 at the door or approved exchange
RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642.
Reservations made directly to Enchanted Elements will be added to the class list manually not online.
Private Instruction ~ Closed to the Public ~ Initiated Members Only
Please come prepared for ritual.
Blessings ~ Crow
Columbus Medical Marijuana Meetup 6/30/26 - Network/Learn/Celebrate/Mix/Chill
Our next much-awaited **COLUMBUS** meetup is **Tuesday June 30th from 7-10 pm EST at ACE OF CUPS**. Meet patients, cultivators, processors, dispensary managers/staff, physicians, home growers, educators, activists, nonprofits, artists, attorneys, business owners, writers, students, and supporters to network, share our knowledge, collaborate, support each other and make new ones!
Hope you will be there too! Save the date and pass the word. **Please RSVP** so we know who is coming and how many to expect.
Find us to say hi and we will introduce you to others. We should be easy to spot. (The happy-looking group wearing cool nametags! See photos from our past events.) Sign in, grab a name tag, start your own bar/food tab, meet old friends and make new ones! Everyone is welcome. SEE YOU THERE!
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.
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.












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







