Graphical User Interfaces
Meetup to talk about graphical user interfaces, usability engineering, user interface design, human-computer interaction and user-centered design methods.
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Frequently Asked Questions
Yes! Check out graphical user interfaces events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the graphical user interfaces events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find graphical user interfaces events near your location here. Connect with your local community and discover events within your area.
Graphical User Interfaces Events Today
Join in-person Graphical User Interfaces events happening right now
Wednesday Inter+ Badminton @Baseline Sports Al Quoz 7-9 PM( Above Intermediate )
**New participants are required to contact WhatsApp at 0501497147 before signing up for the event to confirm their slot.**
Badminton Active group plying every Wednesday at 7-9 pm baseline sports academy Al quoz 4.
Cost will be AED 45/- Per person including court rent , premium feather shuttle and average 8 games will get every plyers.
New plyers confirm your slots through WhatsApp ( Rensin +971501497147)
Payment is applicable once confirmed the slot and no cancellation on game day.
Join WhatsApp Group ; https://chat.whatsapp.com/GUlBTloYtkrGVLb2ljK1ZV
Wednesday Badminton @ Sportsbay - Al Karama 8-10PM
📍 **Venue:** Sportsbay - Al Karama
We play badminton here every Wednesday, 8-10 PM.
[Al Karama Venue: Google Map](https://maps.app.goo.gl/RdqEivDhapk7wTL99)
Join our [Join the Al Qouz/Jumeirah Whatsapp Group Here](https://chat.whatsapp.com/FUaEchwklSPFUyeJnSb52W?mode=ac_t)
**👋 First time joining?** [Click here to WhatsApp Sarfaraz (+971551899547)](https://wa.me/971551899547?text=Hey%20Sarfaraz!%20This%20is%20my%20first%20time%20joining%20Badminton%20For%20All%2C%20Dubai.) and confirm your slot.
**📝 Key Info**
This is a group open for players of all levels, nationalities, genders and races.
\*Cost per session: 40 AED
*Duration: Each session lasts 2 hours*
*Equipment: We use feather shuttlecocks; please bring your own racket*
*Slots: Booked on a first-come, first-served basis*
*Play: Players will be rotated around multiple courts and will get games similar to their level of play*
**Late Backout & No-Show Policy**
**We strictly enforce our late backout and no-show rules to ensure smooth operations.** Organising replacements on short notice is difficult and disruptive, especially as our organisers have day jobs. Please be mindful of our policy:
* **RSVP Policy:** Please RSVP for sessions exclusively through the Meetup app. WhatsApp is mainly for regular updates on attendance, timings and last-minute changes. Any requests made via WhatsApp might not be considered for session sign-ups.
* **Late Backouts:** Backing out within 9 hours of the session is considered a late backout. You will be required to pay the session fee in full, even if a replacement is found.
* **No-Shows:** If you fail to show up without notice, you must still pay for the session.
* **Respect for the Organisers:** Our organisers finalise the list the night before or early morning. Last-minute changes mean they need to leave their work to arrange replacements. This affects not just the organisers but the overall experience of the players.
* **Waitlist Responsibility:** If you're on the waitlist and no longer wish to attend, it’s your responsibility to remove your name. We assume that anyone on the waitlist still wants to join the session if a spot opens up.
* **First-Come, First-Serve Basis:** We ensure fairness by adhering to a first-come, first-serve system. Please do not ask for special treatment or last-minute slots outside of this.
**Note: Players may cancel without penalty up to 9 hours before the session. After this time, the session fee applies regardless of waitlist status. Please book and cancel responsibly to avoid disruptions for everyone involved.**
Super Advanced Winning Wednesday 9-11pm Badminton Dubai @Baselines Al Qouz
**This session is for Super Advanced level players.**
✅ 2 hours of badminton
✅ Feather shuttles included
✅ Professional courts at Baseline Sports Academy
✅ Great games, great people, minimal waiting time
**Fee: AED 45**
\*\*\*
**How to Confirm Your Spot**
**Step 1:** RSVP on Meetup
**Step 2:** Pay immediately via Careem Pay/Bank Transfer
📲 0555236521 [Rauf]
📲 0509001406 [Waqsi]
**Your spot is only confirmed after payment.**
If payment is not received, your slot may be given to someone on the wait-list.
\*\*\*
**Cancellation Policy**
Cancel **12+ hours before event** → No charge
Cancel **less than 12 hours before event** → Full payment required (this applies even if you sign up within 12hrs of the game time).
**No-show** → Full payment required.
The cancellation policy is applicable even if there is a waiting-list on Meetup.
\*\*\*
**New Players**
WhatsApp after RSVP:
📲 0555236521 [Rauf]
📲 0509001406 [Waqsi]
[https://wa.me/971509001406](https://wa.me/971509001406)
**🎯 Welcome to Badminton Lovers Dubai!**
**The World's Highest-rated badminton community** from the heart of Dubai with over 11\,200 members and \(A perfect ⭐ 5 star rated ★ \| 7200\+ reviews\)– where fun\, fitness\, and friendship come together on court\!
Whether you’re a **beginner eager to learn** or an **advanced player seeking competitive rallies**, you’ll enjoy:
✔ 2 hours of structured, mix-and-match doubles games
✔ Professional world-class courts
✔ A friendly, welcoming community of players of all levels
\*\*\*
**⭐ Why Join Us?**
✔ Dubai’s **#1 rated sports & social group**
✔ Play with 5-6 players per court → **minimum waiting time**
✔ Separate courts for **advanced competitive matches**
✔ Beginner-friendly – guidance & support provided
✔ **Feather shuttles included** + limited rackets (first-come, first-serve)
✔ Exclusive **discounts at leading sports stores in Dubai**
✔ Social, fun, and a great way to meet new friends
\*\*\*
**📸 Social Media Policy**
* Photos/videos may be used to promote badminton & our community
**👥 Guest Policy**
\*Guests must be registered with **name & level**
* RSVP holder is responsible for guest payment & cancellations
\*\*\*
**🏸 Safety Guidelines & Event Rules**
To ensure a safe, enjoyable, and well-organised experience for everyone, all participants are required to read and follow the guidelines below:
\*\*\*
**1️⃣ Personal Responsibility**
\*All players participate **at their own risk**.
* Please ensure you are **physically fit and medically able** to play badminton before joining the session.
\*Warm up properly and play within your personal limits.
\*\*\*
**2️⃣ On-Court Safety**
\*Always be aware of **other players**, shuttle direction, and adjacent courts.
* Avoid running into other courts or behind players during active rallies.
\*Stop play immediately if a shuttle or player enters your court unexpectedly.
* Wear **appropriate non-marking sports shoes** to prevent slips and injuries.
\*\*\*
**3️⃣ Equipment & Attire**
* Use suitable badminton rackets and equipment in good condition.
\*Badminton Lovers Dubai is **not responsible** for any damage to personal equipment.
\*\*\*
**4️⃣ Personal Belongings**
\*Players are fully responsible for their **own belongings**. **The organisers are not liable** for any loss, theft, or damage to personal property.
\*\*\*
**5 Liability Disclaimer**
By attending this event, you acknowledge and agree that:
\*You voluntarily assume all risks associated with playing badminton.
* **Badminton Lovers Dubai, its organisers, hosts, and volunteers are released from any liability**, claims, demands, or causes of action related to personal injury, loss, damage, or theft of belongings.
THE HUNTERS TRIBE DXB-THE GATHERING BEGINGS
**The Hunters Tribe DXB — The Gathering Begins**
**Many people come to Dubai with a fresh start — but no real social circle.**
**Some want to expand their network.**
**Some struggle with social anxiety or meeting new people.**
**Some simply want to try new activities but don’t have anyone to go with.**
**The Hunters Tribe was created by those same people who felt that gap — and decided to build something different.**
**JOIN US - https://chat.whatsapp.com/LvVw9DhVYFYFXdC4Q879hw**
**⸻**
**🧭 WHAT THIS IS**
**This is a community built around one idea:**
**No one should have to experience Dubai alone.**
**It gives a sense of belonging — a tribe built on support, fun, and shared experiences.**
**Loneliness and boredom are not part of this space.**
**Once you’re in, people don’t feel like strangers anymore — but like a group of like-minded individuals exploring life together.**
**No judgment.**
**No pressure to perform.**
**No fear of embarrassment.**
**Just a space to show up as you are.**
**To Join -https://chat.whatsapp.com/LvVw9DhVYFYFXdC4Q879hw**
**⸻**
**THE HUNTERS TRIBE**
**The Hunters Tribe DXB is a close-knit, active community for people who want to socialise through challenges, unique experiences, and real-world activities.**
**This is not random meetups.**
**It is a tribe and a movement built around structured experiences called Hunt Missions.**
**Each mission is designed differently — with activities, interaction, challenges, spontaneity, and shared moments that naturally bring people together.**
**This is an open invitation to be part of something ongoing — not a one-time event.**
**⸻**
**🧭 HOW IT WORKS**
**• Join the WhatsApp community**
**• Stay updated on upcoming Hunt Missions**
**• Receive invitations for structured meetups and experiences across Dubai**
**• Choose to join the missions that interest you**
**————**
**WILL YOU ANSWER THE CALL OF THE TRIBE?**
**JOIN THE WHATSAPP GROUP -https://chat.whatsapp.com/LvVw9DhVYFYFXdC4Q879hw**
**SHOW UP . JOIN THE HUNT**
🏸 Wednesday Badminton @ Dubai Sports World (DSW) 7-9PM
**Play Where It All Began — A Limited-Time Venue, Unlimited Fun!**
📅 **Every Wednesday \| 🕗 7:00 PM – 9:00 PM**
📍 Dubai Sports World (Za'abeel Halls 2-6, World Trade Centre)
Google Maps Link here: [Dubai Sports World (Sheikh Saeed Halls, World Trade Centre)](https://goo.gl/maps/ZAammta86Srbuqxp6)
💰 **Cost**: AED 45 per session
💳 Pay online or in cash during or before the session
🏸 **Equipment**: Please bring your own racket or borrow one from the venue (limited availability)
🔗 Join the Dubai Sports World [WhatsApp Group Click Here](https://chat.whatsapp.com/KREbzal9A4899L5OzYYsOP)
👋 New here? Click to WhatsApp Sarfaraz and confirm your spot
📝 **What to Expect**
Welcoming group open to all levels, nationalities, and genders
Enjoy rotational games across multiple courts with players of similar skill
Bookings are on a first-come, first-served basis
🤝 Friendly RSVP & Cancellation Policy
We try to keep things fun and fair for everyone! Please:
Cancel at least 9 hours in advance if you can’t make it
Late cancellations (within 9 hours) and no-shows will still need to pay, as it’s tough to find last-minute replacements
If you're waitlisted and can’t join, kindly remove your RSVP
🙏 Our organizers volunteer their time — your cooperation really helps keep the games running smoothly!
🔗 **Want Updates?**
Click here to join our WhatsApp Group: [Badminton for All](https://chat.whatsapp.com/FUaEchwklSPFUyeJnSb52W?mode=ac_t)
First-timer? Click here to[ WhatsApp Sarfaraz (+971551899547)](https://wa.me/971551899547?text=Hey%20Sarfaraz!%20This%20is%20my%20first%20time%20joining%20Badminton%20For%20All%2C%20Dubai.) and confirm your slot.
Mafia Party Game On Yacht 🎭🎭🛥
For the first time ever Mafia Party Game on a Yacht.
Join us for an amazing Mafia party game night ( multiple rounds ) on a yacht.
Starting: at 7pm till late night.
location: Dubai creek Harbour marina.
Yacht is parked all night and not going to move so you can arrive at your leisure.
Complimentary Water / Softdrink & snacks.
Entrance fee: 55 AED
Contact: 058 199 2288 ( Ramin )
WhatsApp group link : https://chat.whatsapp.com/ExhRxxpUtNqE3eNgYfhEQR?mode=wwt
Intermediate+ Badminton @ Al Maaref
*Intermediate and above only.
- Mon - Wed - Fri ( 8 to 10 PM )
*40 AED for 2 hours
- Doubles in rotation.
*3 courts - 18 Players
- Play 2 Rest 1 Model
*Please whatsapp 0552620568 to join.
Graphical User Interfaces Events This Week
Discover what is happening in the next few days
Kizomba - L1 (Into Kiz)
Try out this stunning fusion style of smooth sensual moves and funky transitions in an easy-to-follow dance exercised to classic & modern tunes.
Kizomba is one of the most popular genres of dance and music originating from Angola, reshaped in Portugal & France. It is a derivative of semba, with a mix of Kilapanda and Angolan Merengue. New styles derived from the traditional kizomba were developed in Europe such as urban Kiz and Tarraxinha. Danced to sensual music, happy folklore or electronic trance and fuelled by passion; kizomba is one of the most versatile genres that will help you express your deepest emotions!
AED 89 /1 class
AED 599 /8 classes (monthly package!)
AED 899 /16 classes (monthly package!)
Book your spot NOW!
8 classes
https://moovnation.zbni.co/u/pabEn
16 classes
https://moovnation.zbni.co/u/w7hbw
For enquiries
call/text 055 803 4003
AWS User Group Meetup #49
**Details**
This event offers four key talks: **Mohamad Kawtharani**
on Aws bedrock agent core, **Hameedullah Khan** on AIOps on AWS.
\*\*\*
**AI Lead @ Zero&One (part of NTT Data)**
Mohamad leads AI for Zero&One (part of NTT DATA). He holds a Master’s in AI from the University of York and has spent the last seven years building AI on the cloud.
**\~Mohamad Kawtharani**
Topic: Operate AI Agents in Minutes with Amazon Bedrock Agentcore.
**Hameedullah Khan, CEO @ SUDO**
Topic: From CloudOps to AIOps: Building an AI-Powered AWS Operations Assistant.
\*\*\*
**User Group Leaders**
* **Sabiha Ashik, AWS Hero / AWS User Group Leader**
[https://www.linkedin.com/in/sabiha-ashik/](https://www.linkedin.com/in/sabiha-ashik/)
* **Hameedullah Khan, AWS Community Builder / AWS User Group Leader**
[https://www.linkedin.com/in/hameedullahkhan](https://www.linkedin.com/in/hameedullahkhan)
* **Saad Zaman, AWS Community Builder/ AWS User Group Leader**
[https://www.linkedin.com/in/zamansaad](https://www.linkedin.com/in/zamansaad?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_app)
* **Mahmoud Khatib, AWS Community Builder / AWS User Group Leader**
[https://www.linkedin.com/in/mahmoud-khatib-45900052](https://www.linkedin.com/in/mahmoud-khatib-45900052)
Thursday DIP Advance Badminton Session Baseline Sports DIP 8-10 PM
**New participants are required to contact WhatsApp at 0501497147 before signing up for the event to confirm their slot**
Badminton Active group plying every Thursday 8-10 PM baseline sports DIP Jabal Ali
Cost will be AED 45-50 Per person including court rent with premium feather shuttle
New plyers confirm your slots through WhatsApp ( Rensin +971501497147)
Payment is applicable once confirmed the slot and no cancellation on game day.
Join WhatsApp Group:
https://chat.whatsapp.com/CqGaIb53w6f6q5PUTd166y
All level, Beginners till Advance Saturday afternoon Offroad Desert Drive
Join Dubai Offroaders for an unforgettable weekend of camping, off-roading, and Jeep adventure in the Dubai desert! This event is perfect for off-road enthusiasts of all levels, from beginners to advanced drivers. Get ready to explore the stunning desert landscape, tackle challenging terrains, and have fun with like-minded adventurers.
Experience the thrill of driving your 4x4 through the sandy dunes, enjoy a BBQ under the starlit sky, and connect with fellow expats in Dubai who share your passion for off-road activities. Whether you're a seasoned off-roader or a newbie looking to learn, this weekend trip promises an exciting blend of off-road driving, camping under the stars, and making unforgettable memories in the great outdoors. Don't miss out on this ultimate Dubai Offroaders experience!
Basketball- All levels welcome-friendly
Casual basketball for all level players to join.
Whatsapp +971585129190 to join our community of players. NOTE- confirmation of slot has to be given on whatsapp only.
Cost is 30 AED per person
Practical Philosophy Meetup - Dubai 🇦🇪
**🏛️ WHAT'S PRACTICAL PHILOSOPHY ABOUT?**
**Practical Philosophy is a weekly meet-up that brings critical thinkers together for an opportunity to dive deep on a topic, practice communicating, and building a community. All with no ‘official’ philosophy knowledge required! 😎**
**Practical Philosophy is based on the idea that philosophy should be accessible to all, and not something reserved only for academics. Each week we choose a topic, and the goal is to use the conversation to develop our critical thinking and communication as we explore that topic.**
**The goal is to help develop our Critical Thinking, Communication, and Community 🙌**
**📓 HOW DOES IT WORK?**
**Each week, we pick one topic and discuss it. The topic for the week is shared, generally in the** [Whatsapp group](https://chat.whatsapp.com/CdjwVxcf2EO6vcLWUhaIdk?mode=ems_copy_c)**, along with jump-off points to get the conversation going.**
**General Meeting Agenda**
**Each Practical Philosophy meet-up follows this general timeline:**
* **3:30-3:45- People arrive and chat, get to know each other before the official start.**
* **3:45-3:55 - Meeting introduction, explanation of Practical Philosophy and the topic for the week, read the guidelines and the overview so attendees know what to expect in terms of timelines.**
* **3:55-5:20 - Participants share their general thoughts on the topic, open discussion afterwards. At this point the group can review the ‘jump-off’ questions as needed, but they are just there to help guide the conversation. It’s not obligatory to answer them.**
* **5:20-5:30 - Bring everyone back together to discuss conclusions, organizer then concludes the meeting and everyone takes a group photo.**
* **5:30 - The official meeting is over but it’s a great opportunity to get to know people in a non-structured environment, so we often stick around, chat, and get to know each other.**
**🧧PRICING?**
**Practical Philosophy Club is FREE to attend! We just request that that you buy a beverage or food item as our venue requires it to give us a private room.**
**💛 WHAT PEOPLE SAY ABOUT PRACTICAL PHILOSOPHY**
**🗣** **“I feel like Philosophy Club helps someone build their own belief system through a series of perspectives while not promoting what’s right and wrong” - Ekam**
**🗣 “I got hooked from day 1 (the topic was authority) and felt it was the right place for me. I feel it is a place where people can go to learn and discuss new perspectives and increase critical thinking and community by interacting with people who might challenge your point of views but at the same time encourage you to have openness and mind flexibility.” - Daniel**
**🤓 FAQ**
* **What will we talk about? What's the topic?**
**The topic for the week is shared every Sunday in the Whatsapp group. We try to add the topic to the comment section on this event page as well but if you don’t see it, the topic and the jump-off points will be in our** [Whatsapp](https://chat.whatsapp.com/CdjwVxcf2EO6vcLWUhaIdk?mode=ems_copy_c)**.**
* **Do I need to study or read anything to attend?**
**No preparation is necessary. This isn’t a study of other thinkers. We want to know what YOU think about the topic, not what an old philosopher thought. If you have a perspective from a religion or a school of thought to share, throw it on the table and we’ll discuss it, but it's not required.**
* **Is there a specific philosophy that Practical Philosophy is focused on?**
**The goal of our meet-ups is to not have dogmatic discussions, and flex our critical thinking muscles. Because of this, we want to hear from every realm of thought, and don't study a particular school.**
* **Is it mostly men that attend?**
**Surprisingly, no! Although philosophy is seen as a Candelabra affair in a dark room with a bunch of guys, our Practical Philosophy meetups are generally 50/50 between genders, and we don’t meet in any dark rooms.**
* **Can I come alone?**
**Of course you can, we encourage it :)**
* **Can I be late?**
**Please don't be! We do have a 15 minute grace period where we allow people to funnel in while we hang out, but after that if you arrive too late, it disrupts the flow of the conversation.**
* **Where do you meet?**
**The location is posted in Meetup and our** [Whatsapp](https://chat.whatsapp.com/CdjwVxcf2EO6vcLWUhaIdk?mode=ems_copy_c) **group for this location. It is HIGHLY RECOMMENDED that you join the Whatsapp group! If you want to know what other cities have a Practical Philosophy Club, you can see our chapters on our** [website](https://www.practicalphilosophy.club/)**.**
**🤝POLICY**
**To respect our members privacy, we ask that no one privately message a member without first getting explicit consent. (This looks like speaking in person and being asked to message privately.) Contacting or texting other participants without prior consent is not permitted and may result in removal from the group. Practical Philosophy reserves the right to enforce this policy at its discretion to maintain a safe and respectful environment.**
**PRACTICAL PHILOSOPHY CLUB - Making Philosophy Available To All ✨**
**Practical Philosophy hosts weekly, in-person meetups in over 20 countries, including Canada, Spain, Qatar, KSA, Japan, Mexico and many more! 🗺️**
****************\*****\*****\*****************
**Join our [Whatsapp group](https://chat.whatsapp.com/CdjwVxcf2EO6vcLWUhaIdk?mode=ems_copy_c) 👈**
**Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub/) 👈**
**Our [website](https://www.practicalphilosophy.club/) 👈**
Dubai FREEHAND Art
🎨 FREEHAND Creative Words Game
Join us for a relaxed and fun creative session where imagination, collaboration, and artistic expression come together.
FREEHAND is a creative community organized by Canvasians Events and Conferences, bringing together artists, designers, photographers, creative professionals, students, and anyone interested in art and creativity.
During this session, we play the FREEHAND Creative Words Game.
A theme or "world" is selected first, then random word cards are drawn from a prepared deck. Each participant interprets the word in their own way and creates a drawing inspired by the selected theme.
In the collaborative version of the game, participants work on shared artworks. After 10 minutes, each drawing is passed to another participant, who receives a new word and continues developing the artwork. The process continues until multiple artists have contributed to the same piece.
In the individual version, several random words are selected, and each participant creates a complete artwork inspired by those words and the chosen theme.
There is no right or wrong interpretation. The goal is to explore creativity, discover new ideas, and enjoy the artistic process in a friendly and supportive environment.
✅ Free participation
✅ Paper, colors, and materials provided free of charge
✅ Open to all skill levels
✅ Feel free to invite friends and family
✅ No pressure, no competition, just creativity
Participants are welcome to order food, coffee, or drinks from the café according to their preference. Orders are paid individually by each participant. The venue generously hosts our gathering without charging us, and FREEHAND does not charge any attendance fee for this activity.
Come draw, collaborate, meet new people, and enjoy an evening of creativity.
Join us for our next **Dubai** **Freehands art** meetup! - Free 🖌️☕
📍 **Location:** Le Pain Quotidien, Dubai Marina Mall
⏰ **Time:** 6:30 PM – 9:30 PM
Unwind, sketch, and let your creativity flow in a cozy, inspiring atmosphere. Whether you're a seasoned artist or just love to doodle, this is the perfect space to express yourself, meet like-minded creatives, and enjoy great conversations over coffee.
Bring your sketchbook, enjoy a warm drink, and let your imagination take over!
No experience needed—just your passion for creativity!
**📩 RSVP Now!** Let us know you're coming, WhatsApp: +971554413995, so we can save you a seat.
Can't wait to see you there! 🎨✨
Check our previous gatherings photos: https://www.meetup.com/freehand/photos/35584362/
#FreehandImagination #ArtMeetup #DubaiArtists #SketchAndSip
Graphical User Interfaces Events Near You
Connect with your local Graphical User Interfaces community
CBusData - Highlights and Hidden Gems in SQL Server 2025
Highlights and Hidden Gems in SQL Server 2025
With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session!
Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 – the good, the "not quite ready for prime time", and the hidden awesomeness.
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!
Cocoaheads
We have moved to guild.host. Look us up there.
https://guild.host/events/buckeye-cocoaheads-rcavwd
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.
AWS Columbus User Group - Topic to be announced
Topic to be announced.
**CALL FOR SPEAKERS**
Learn more: 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/
**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
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.
Azure CBUS July
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/





















