Knowledge Sharing

🎲 INTERNATIONAL MONDAY BOARD GAME NIGHTS @ Voyager Craft Beer Bar 🍺 Every Monday @ 19:00 \| Voyager Craft Beer Bar Forget the Monday blues. We’re turning the start of the week into a night of strategy, social deduction, and world-class craft beer. Whether you’re a ruthless tactician or just here for the laughs, your seat at the table is waiting. This isn’t just a one-off event—we are building Ljubljana’s premier boardgaming community. Our mission? To make Mondays your favorite night of the week. 👉 Join the Boardgame WhatsApp Group: https://chat.whatsapp.com/GQ939ioFYXY6pK71oXfh4h 🌍 International & Inclusive We are a global crowd! The primary language of play is English, making this the perfect spot for expats, nomads, and locals to connect. No cliques, no gatekeeping—just good vibes. 🎲 WHAT WE PLAY Mostly fun, social, easy-to-learn games: party games bluffing & social deduction light strategy quick, interactive games Think: laughing, debating, teaming up, betraying your friends 😄 👉 Not super “hardcore nerdy” — but those games are welcome too. Got your own? BRING IT! We encourage you to bring your favorite games from home. Share the games you love with the community. 🍻 Why Voyager? We’ve moved to Voyager Craft Beer Bar for a reason. Great gaming deserves great beer. Swap the basic drafts for premium, independent craft brews while you plot your next move. 💡 How it Works Come Solo or with Friends: Most people show up alone. We’ll get you into a group immediately. 📍 Event Details 📅 When: Every Monday @ 19:00 📍 Where: Voyager Craft Beer Bar 💶 Entry: Free (Support the venue by grabbing a craft beer or a drink!) 👉 Join the Boardgame WhatsApp Group: https://chat.whatsapp.com/GQ939ioFYXY6pK71oXfh4h Connect with the community beforehand and after the event. Find players for a game you love before Monday arrives. 🌍 Part of Ljubljana International Hosted by the city's biggest international community. Follow us for more: 👉 linktr.ee/ljubljanainternational

🎲 LJUBLJANA INTERNATIONAL MONDAY BOARD GAME NIGHTS 🍺 @ Voyager Craft Beer Bar \| Every Monday @ 19:00 Forget the Monday blues. We’re turning the start of the week into a night of strategy, social deduction, and world-class craft beer. Whether you’re a ruthless tactician or just here for the laughs, your seat at the table is waiting. This isn’t just a one-off event—we are building Ljubljana’s premier boardgaming community. Our mission? To make Mondays your favorite night of the week. 👉 Join the Boardgame WhatsApp Group: https://chat.whatsapp.com/GQ939ioFYXY6pK71oXfh4h 🌍 International & Inclusive We are a global crowd! The primary language of play is English, making this the perfect spot for expats, nomads, and locals to connect. No cliques, no gatekeeping—just good vibes. 🎲 WHAT TO EXPECT 15+ players every week 20+ games to choose from 🎲 WHAT WE PLAY Mostly fun, social, easy-to-learn games: party games bluffing & social deduction light strategy quick, interactive games Think: laughing, debating, teaming up, betraying your friends 😄 👉 Not super “hardcore nerdy” — but those games are welcome too. Got your own? BRING IT! We encourage you to bring your favorite games from home. Share the games you love with the community. 🍻 Why Voyager? We’ve moved to Voyager Craft Beer Bar for a reason. Great gaming deserves great beer. Swap the basic drafts for premium, independent craft brews while you plot your next move. 💡 How it Works Come Solo or with Friends: Most people show up alone. We’ll get you into a group immediately. 📍 Event Details 📅 When: Every Monday @ 19:00 📍 Where: Voyager Craft Beer Bar 💶 Entry: Free (Support the venue by grabbing a craft beer or a drink!) 👉 Join the Boardgame WhatsApp Group: https://chat.whatsapp.com/GQ939ioFYXY6pK71oXfh4h Connect with the community beforehand and after the event. Find players for a game you love before Monday arrives. 🌍 Part of Ljubljana International Hosted by the city's biggest international community. Follow us for more: 👉 linktr.ee/ljubljanainternational

Ljubljana International: Wednesday Pub Quiz 🍺🌍🧠 Make Ljubljana your own. 🌍 We are the city's largest international family with 1,500+ members. Spend your Wednesday evening meeting new people, sharing laughs, and testing your knowledge at one of the biggest international pub quizzes in Slovenia. 📍 LOGISTICS 📅 Date: Every Wednesday ⏰ Time: 19:00 - 22:00 (Join whenever you like) 🏢 Venue: The Place, Plečnikov trg 1, Ljubljana 💶 Price: €5 per person 🎟️ Entry: Walk-ins welcome. Registration recommended: https://docs.google.com/forms/d/e/1FAIpQLSc-nHP7z815r8oxeyqlPTFRuQ_wSaQNZCgzRQ30nG9rIvB5-A/viewform 🔄 Type: Weekly recurring 👥 Vibe: 100+ attendees every week. One of the largest international social events in Ljubljana. 👤 WHO IS THIS FOR? For curious, social, and open-minded people who want to meet others and have a good time. Whether you're an Erasmus student, expat, traveler, entrepreneur, engineer, remote worker, researcher, freelancer, digital nomad, or local, you'll find your people here. The crowd is typically 70% international and 30% Slovenian, with English as the common language. 🌟 WHY PEOPLE LOVE IT ✅ Meet new people effortlessly ✅ Join a welcoming international community ✅ Expand your social circle ✅ Enjoy a midweek adventure ✅ Learn random facts and laugh a lot ✅ Make Ljubljana feel like home The quiz is just the excuse. The friendships are the reason people keep coming back. 🧠 WHAT HAPPENS? • 5 rounds of trivia • General knowledge • Music and movies • Geography and history • Pop culture and surprises • Prizes for the best teams No special knowledge required. Everyone has something to contribute. 🤝 CAN I COME ALONE? Absolutely. Most people do. In fact, many attendees first joined because they didn't know anyone in Ljubljana. Our hosts actively help people find teams, start conversations, and feel included from the moment they arrive. Come alone. Leave with new friends. 🌍 ABOUT LJUBLJANA INTERNATIONAL 📈 1,500+ members 🎉 200+ events organized 📅 Events 6 times per week We've helped thousands of people make friends, build connections, find activity partners, and create unforgettable memories in Ljubljana. Many attendees tell us joining the community completely changed their experience of living in Slovenia. 📲 JOIN THE COMMUNITY The event is just the beginning. 👉 https://linktr.ee/ljubljanainternational Our WhatsApp community is where all the real magic happens: dinners, hikes, parties, sports, language exchanges, weekend trips, and spontaneous adventures. ⚠️ WhatsApp Note To reduce spam, we automatically reject most +1 (US) and +44 (UK) numbers. If you're affected, simply message @ljubljanainternational on Instagram and we'll add you manually. 📍 HOW TO FIND US Find the biggest international group in the venue. If you're unsure, ask the staff where Ljubljana International is sitting. Or look for the bald guy with a beard and glasses (usually wearing a blue polo shirt) who is often hosting. Meet people. Build friendships. Make Ljubljana your own. See you Wednesday! 🍻

Pozdravljeni! Let's meet up for another session of python, friendship and pizza, at Računalniški Muzej. We have four amazing talks: **Nejc Zupan:** **Rust replacements for common Python tools** I’ve been using pyflakes, pep8, mypy, black, pre-commit and similiar tooling for ages. But I’ve recently replaced them with their rust(y) twins. I’ll share how and why. **Dror Speiser: Fastest scalable brute force image matching with python** We'll go over how to do a huge one-time image matching computation, with python as the perfect driving orchestrating language, comparing different ways to parallelize and optimize the work. **Rok Mušič: Decorators, Demystified** A step by step introduction to decorators from the ground up: what they really are, why the @ syntax is just object transformation, how to write your own decorators, and what commonly used decorators (e.g. @dataclass, @staticmethod, etc.) actually do. **Dejan Murko: I Am the Developer Now** Following up on last year’s vibe coding talk and the progression of building software without development skills. After talks we'll have drinks and pizza. See you there!

Have you ever had a great idea but failed to share it with others due to stage fright? Are you ready to conquer your fear of public speaking? Join us at Toastmasters Klub Ljubljana for an interactive workshop designed to help you build confidence and develop effective public speaking skills. Our experienced members will guide you through exercises to improve your communication skills, critical thinking, and impromptu speaking abilities. Whether you're a beginner or an experienced speaker looking to enhance your leadership and presentation skills, this workshop is perfect for you. Don't miss this opportunity to network with like-minded individuals, practice your English as a second language, and unleash your creativity in a supportive and encouraging environment. Learn the art of DIY presentations and gain valuable insights on how to excel in social networking settings. Join us and take the first step towards becoming a confident and successful communicator. See you there! MEETING STRUCTURE: 1st PART - prepared speeches 2nd PART - short impromptu speech competition (you can vote for the best speaker, and you can also participate) 3rd PART - evaluation of speeches and general feedback Toastmasters is an incredibly safe environment. We guide you every step of the way. Great communication skills make the leaders of tomorrow! https://toastmasters.si info@toastmasters.si WE MEET EVERY THURSDAY at Gozdarski inštitut Slovenije AT 18.45 (every 1st and 3rd Thursday of the month meetings are in English, the rest in Slovenian.) Gozdarski inštitut Slovenije Večna pot 2 1000 Ljubljana OUR MEETUP IS MOSTLY USED BY GUESTS. MORE PEOPLE ATTEND. Ti je že kdaj tako zagodla trema, da je tvoja super ideja ostala na papirju, neizrečena? Če želiš več samozavesti pri javnem nastopanju, te toplo vabimo na naše Toastmasters srečanje. Brez skrbi, ne bo ti treba na oder, celo srečanje in vse govorce lahko opazuješ kot gost oz. gostja. Vse je prilagojeno tvojemu tempu. POTEK SREČANJA: 1. DEL - vnaprej pripravljeni govori 2. DEL - kratki improvizirani govori (lahko glasuješ za najboljši govor, lahko pa tudi sodeluješ) 3. DEL - evalvacija govorov in splošne povratne informacije Toastmasters je izjemno varno okolje. Vodimo te na vsakem koraku in skozi odlične komunikacijske spretnosti gradimo voditelje prihodnosti. https://toastmasters.si info@toastmasters.si VABLJEN/A VSAK ČETRTEK v Gozdarski inštitut Slovenije ob 18:45.Vsako 1. in 3. srečanje v mesecu poteka v angleščini, ostala srečanja pa v slovenščini. Gozdarski inštitut Slovenije Večna pot 2 1000 Ljubljana NAŠ MEETUP JE NAMENJEN GOSTOM. NA SREČANJA PRIDE VEČ LJUDI.

We’re launching a beginner Bachata & Salsa course together with one of the best dance schools in Ljubljana — @utripplesa. You’ll learn the basics, get comfortable with the movements and simply enjoy dancing in a relaxed and friendly atmosphere. Perfect for those who have been wanting to try partner dancing but didn’t know where to start. 📅 **Wednesdays at 17:00 (starting 20.05)** ⏱ **4 classes (1 hour each)** 💶 **Price:** €40 for the full course €37 per person if you join with a partner or a friend If you didn’t attend the trial class, you can join the **first session for €10** to see if you like it before committing to the full course. 👉 **Register here:** [https://forms.gle/Gp47pWi8Pk2QsKTu5](https://forms.gle/Gp47pWi8Pk2QsKTu5) Please make sure to **check your email and WhatsApp after registering** — we’ll send all confirmations and updates there. Let’s dance ✨

Ljubljana International: Friday Afterwork Meetup 🍕🍻🌍 Make Ljubljana your own. 🌍 We are the city's largest international family with 1,500+ members. Finish the work week with great food, good conversations, and new friendships at one of Ljubljana's most welcoming international gatherings. 📍 LOGISTICS 📅 Date: Every Friday ⏰ Time: 18:00 - Late (Join anytime! No need to be on time) 🏢 Venue: Pizzeria Dobra Vila, Dunajska cesta 5, Ljubljana 💶 Price: Free entry (food and drinks paid individually) 🎟️ Entry: Walk-ins welcome 🔄 Type: Weekly recurring 👥 Vibe: Expected 30–50+ attendees. Relaxed, social, international atmosphere. No strict capacity limit. 👤 WHO IT'S FOR Casual, open-minded people aged 18-40 who want fun, new friends and connections. Perfect for remote workers, digital nomads, freelancers, programmers, engineers, Erasmus students, researchers, business owners, travelers, expats, and locals. 70% international, 30% Slovenian. English is the main language. 🍕 WHAT TO EXPECT • Great pizza and drinks • Friendly conversations • New friendships • International crowd • Relaxed afterwork atmosphere • A perfect start to your weekend No activities. No pressure. Just good people sharing food, drinks, stories, and laughs after a long week. 🤝 COMING ALONE? Perfect. Most people do. No need to come on time. Come alone or bring friends — 90% of people arrive solo and leave with new ones. Every event has 10+ nationalities, 30+ people, and zero awkward standing around. We've done this 200+ times. We know how to make you feel at home. Events 6x per week — there's always something happening. The real product isn't the pizza. It's the people. 📲 JOIN THE COMMUNITY The most important thing you can do right now: 👉 Join our WhatsApp community of 1,500+ members — this is where Ljubljana actually happens. https://linktr.ee/ljubljanainternational This is where people organize dinners, hikes, sports activities, weekend trips, language exchanges, parties, and spontaneous adventures throughout the week. ⚠️ WHATSAPP NOTE We auto-reject +1 (US) and +44 (UK) numbers to fight spam. If you have one of those or can't join, DM us on Instagram @ljubljanainternational and we'll add you manually. 📍 HOW TO FIND US AT THE VENUE Just join the biggest group! If you have trouble finding us, ask an employee at Pizzeria Dobra Vila where the Ljubljana International meetup is happening. Or look for the bald guy with a beard and glasses (often wearing a blue polo shirt) who is usually hosting. Meet people. Start your weekend right. Make Ljubljana your own. 🍕🍻🌍

Open Heart Meditation Sessions with Amrita Rani (Live in-person and online on selected Thursdays via Zoom) You are warmly invited to join the Open Heart Meditation Sessions with Acharya Amrita Rani — a living space of awakenings and direct experience. These sessions are created both for beginners and seasoned practitioners who wish to deepen their meditation practice, stabilize awakening, and walk the path of enlightenment with guidance and support. Whether you are new or experienced, each gathering offers a grounded structure to help you build consistency in daily practice and grow in confidence on your spiritual path. At the heart of Open Heart teachings is direct recognition. Through the Two-Part Formula and precise meditative guidance, you are supported in shifting from self-based mode into selfless awareness, again and again, until cessation of suffering takes place. A central and deeply transformative practice in Open Heart is guru yoga. Through guru yoga, the practitioner directly connects with awakened awareness through devotion, transmission, and experiential recognition. With the help of this profound method, one recognizes their true selfless ease, the natural, effortless state beyond space and time. Alongside guru yoga, the sessions include insight meditation (Vipashyana), tantric methods, dynamic concentration, trauma-healing techniques, and foundational practices such as Bodhicitta prayers. Each session includes guided meditation, space for questions, reflection, and personal support. Rani’s meditation sessions are held live on Zoom on selected Thursdays from 18:30 to 20:00 (CET). Recordings may be available for continued integration and practice on her YouTube channel, The Sweetness of Enlightenment. Participation fee: 15 € per session Please make your payment in advance via PayPal before joining, to Rani’s PayPal account: kaisaeskeli@gmail.com Upcoming Thursday Sessions for Summer Season: 4.6.2026 at 18:30–20:00 (CET) 11.6.2026 at 18:30–20:00 (CET) 18.6.2026 at 18:30–20:00 (CET) 25.6.2026 at 18:30–20:00 (CET) 2.7.2026 at 18:30–20:00 (CET) 9.7.2026 at 18:30–20:00 (CET) 23.7.2026 at 18:30–20:00 (CET) 30.7.2026 at 18:30–20:00 (CET) Zoom link for all sessions: https://us02web.zoom.us/j/89766267672 Open Heart ashram (meditation center) is located in Zgornje Gorje, Slovenia. If you feel called to join in person, please email Rani at kaisaeskeli@gmail.com. Welcome all! Visit our home page for more information www.openheartofallbeings.com

Ljubljana International: Friday Social Pizza Night 🍕🌍🍻 Make Ljubljana your own. 🌍 We are the city's largest international family with 1,500+ members. Kick off your weekend with great pizza, interesting conversations, and an international crowd that makes meeting new people feel effortless. 📍 LOGISTICS 📅 Date: Every Friday ⏰ Time: 18:00 - Late (Drop in whenever you like) 🏢 Venue: Pizzeria Dobra Vila, Dunajska cesta 5, Ljubljana 💶 Price: Free entry (pay only for what you order) 🎟️ Entry: Walk-ins welcome 🔄 Type: Weekly recurring 👥 Vibe: Expected 30–50+ attendees. Relaxed, social, and welcoming. No strict capacity limit. 👤 WHO IT'S FOR Casual, open-minded people aged 18-40 who want fun, new friends, and meaningful connections. Perfect for internationals, Erasmus students, digital nomads, freelancers, entrepreneurs, engineers, researchers, remote workers, travelers, and locals who enjoy meeting people from around the world. English is the main language. 70% international. 30% Slovenian. 🍻 WHY PEOPLE LOVE THIS EVENT ✅ Easy way to meet new people ✅ No pressure and no awkward icebreakers ✅ Great pizza and drinks ✅ Relaxed Friday atmosphere ✅ Friendly international crowd ✅ A perfect transition from work mode into weekend mode You never know who you'll end up sitting next to. A future friend. A travel buddy. A business partner. Or simply someone who makes your evening better. 🤝 COMING ALONE? Excellent. Most attendees do. No need to come on time. Come alone or bring friends — 90% of people arrive solo and leave with new ones. Every event brings together people from 10+ nationalities and creates dozens of new conversations. We've organized 200+ events over the past two years and know exactly how to help people connect. 🌍 ABOUT LJUBLJANA INTERNATIONAL 📈 1,500+ members 🎉 200+ events organized 📅 Events 6 times per week We help people build friendships, social circles, professional networks, travel groups, and unforgettable memories in Ljubljana. Many attendees tell us they found their best friends in Slovenia through our community. 📲 JOIN THE COMMUNITY The meetup lasts one evening. The community lasts all week. 👉 https://linktr.ee/ljubljanainternational This is where people organize dinners, hikes, trips, sports activities, language exchanges, parties, and spontaneous adventures. ⚠️ WHATSAPP NOTE We auto-reject +1 (US) and +44 (UK) numbers to fight spam. If you have one of those or can't join, DM us on Instagram @ljubljanainternational and we'll add you manually. 📍 HOW TO FIND US Look for the biggest international group in the venue. If you're not sure where we are, ask the staff at Dobra Vila where Ljubljana International is sitting. Or look for the bald guy with a beard and glasses (often wearing a blue polo shirt) who is usually hosting. Good people. Good pizza. Good start to the weekend. See you Friday! 🍕🍻🌍

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!

Hi everyone! We're Jared and Petria Walker, local real estate investors based in Columbus, Ohio, with a passion for short-term rentals and hospitality. We're looking to start a casual monthly Columbus-area meetup for entrepreneurs, investors, real estate professionals, and anyone interested in short-term rentals to share ideas, discuss market trends, learn from one another, and build meaningful relationships. Whether you're just getting started or have years of experience, we'd love to connect, collaborate, and grow together. We believe some of the best opportunities begin with great conversations. See you soon!

**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)

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.

**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.** How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently? Then we will go into a topic discussion. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **COMMUNITY AGREEMENTS** \*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\* 1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group. 2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another. 3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up. 4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space. 5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable. 6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.

## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL

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.