Investor Presentation

In this hands-on workshop we’ll work through four real-world scenarios in Python: finding the minimum viable context for sales questions, keeping frequency signals intact when summarizing support tickets at scale, selecting the right columns for churn analysis on a wide customer table, and extracting structured fields from messy product listings with validation you can trust. You’ll write and discuss code together — practical patterns you can take straight back to work. **Agenda** \- 18:00 Doors Open \- 18:30 Start of the Workshop \- 20:00 Workshop Closing & Announcements \- 20:10 Networking \- 21:00 Event Closing **GitHub Repo** [https://github.com/pyladiesams/feed-AI-agentic-beast-proper-data-jun2026](https://github.com/pyladiesams/feed-AI-agentic-beast-proper-data-jun2026) **Stream** [YouTube Stream](https://www.youtube.com/live/2EnszJLzzAc) **Speaker** [Jessica Eggen](https://www.linkedin.com/in/jessica-eggen-579b50155/) Jessica Eggen is a Data Analytics Engineer who loves to spent her time wrangling and puzzling with real-world data at scale. With a background in Business Analytics and machine learning she hopes to bring a practical, business-grounded perspective to AI. ​**📧 Contact** Are you interested in speaking at one of our events? Have a good idea for a Meetup? Get in touch with us at [amsterdam@pyladies.com](mailto:amsterdam@pyladies.com) ​💬 Find us on the PyLadies Global workspace: 1. ​[https://slackin.pyladies.com](https://slackin.pyladies.com/) enter your email address. Accept the email invitation 2. ​Go to workspace [https://pyladies.slack.com](https://pyladies.slack.com/) 3. ​Join channel #city-amsterdam

**ArnhemJUG** We are excited to announce that we are welcomed by TenneT for the June meetup. Please note that TenneT **requires** all visitors to present a **valid ID** upon entry and that we must provide a list of attendees in advance. For this reason, **we need your full name** as it appears on your ID. If your Meetup username is different from your real name, we'll get in touch before the event to confirm the name on your ID. Also note that we start 10 minutes earlier than normal, the first talk will start at 18:20 **Agenda** * 17:00 CET walk-in * 17:30 – 18:20 Food and drinks * 18:20 – 19:10 talk: **How we develop and maintain our (12 year old) DDD app** by **Dan Haywood** * 19:10 – 19:30 break * 19:30 – 20:20 talk: **AI augmented teams: from tab complete to AI workforce** by **Radek Kowalski** * 20:20– 20:45 drinks **How we develop and maintain our (12 year old) DDD app** We’re a small team (about 2.5 FTEs) but we develop and maintain a big app - it processes €500m invoices in turnover each year, for a €4bn company that owns and operates shopping centres throughout Europe. And it’s a DDD app too … it’s our focus on the domain that allows us to do a lot with, well, not much. In this talk we’ll try to explain our way of doing things, some of which might be obvious and you’ll know, some of which could be a bit more contentious or surprising. The technology may intrigue you, but the mindset is just as important. **About Dan Haywood** Dan Haywood is an independent consultant based in the UK, an ASF member and committer to Apache Causeway. He spends his days either cutting code or advising governments. **AI augmented teams: from tab complete to AI workforce** Ten months ago, when Radek and his team launched their project under a tight deadline and limited budget, it seemed nearly impossible. Fortunately, it was 2025—and agentic coding tools were ready to help. The team embraced these tools as a lifeline, developing a workflow where engineers and AI agents built software side by side. The result: delivery ahead of schedule and within budget. In this talk, Radek shares how the team’s approach evolved, the practical strategies they developed, and the lessons they learned to overcome constraints in time and cost. **About Radek Kowalski** Over a 20+ year career in IT, Radek has grown from software engineer to architect to senior leader—before returning to the trenches to embrace the AI revolution and shape it firsthand. In the past year, he has helped organizations and engineering teams embed AI into both their business and daily workflows.

From our friends at the Global AI community, we would like to invite you to AgentCon in Utrecht, a global series of one-day conferences designed exclusively for developers building the future with AI agents. The event is also totally FREE! From San Francisco to Singapore to Driebergen, the Global AI community is bringing together leading engineers, researchers, and creators to explore the cutting edge of AI agent design, deployment, and integration. Whether you're building intelligent assistants, autonomous systems, or next-gen developer tools, this event is your fast track to practical knowledge, hands-on demos, and real-world insights. \-\-\-\-\-\- **Register on:** https://globalai.community/e/l9bfp20y \-\-\-\-\-\- **What to Expect:** * Deep-Dive Talks from AI pioneers and industry leaders * Technical Workshops on building, deploying, and scaling agents * Live Demos of powerful open-source frameworks and tools * Networking with a global community of builders and innovators Ready to build the future? Join us in Driebergen. ⚠️ Make sure to register in the Global AI community event site: https://globalai.community/e/l9bfp20y

Join us for the AI Agents World Tour, a global series of one-day conferences designed exclusively for developers building the future with AI agents. From San Francisco to Singapore, we're bringing together leading engineers, researchers, and creators to explore the cutting edge of AI agent design, deployment, and integration. Whether you're building intelligent assistants, autonomous systems, or next-gen developer tools, this event is your fast track to practical knowledge, hands-on demos, and real-world insights. \-\-\-\-\-\- **Register on:** https://globalai.community/e/l9bfp20y \-\-\-\-\-\- **What to Expect:** * Deep-Dive Talks from AI pioneers and industry leaders * Technical Workshops on building, deploying, and scaling agents * Live Demos of powerful open-source frameworks and tools * Networking with a global community of builders and innovators This isn't just another AI event — it’s where developers meet to talk about real code. Ready to build the future? Join us in Utrecht.

## Een middag met vakgenoten. We bespreken prikkelende stellingen, doen een pubquiz over online marketing en sluiten af met een borrel. Voor online marketeers bij agencies, in-house teams en freelancers. No worries: Geen pitches, geen verkooppraatjes, geen dubbele agenda’s. **Wanneer had je voor het laatst een biertje met een marketeer van een ander bureau?** **Precies. Gewoon vakgenoten die het over het vak willen hebben.** ## **Programma (25 juni 15:00 – 17:00)** * Inloop met gesprekskaartjes en een drankje * Online marketing stellingen & discussie over prikkelende stellingen zoals “*AI maakt SEO overbodig binnen 3 jaar*” of “*LinkedIn werkt alleen nog voor recruiters*“. * Online marketing pubquiz. Met belangrijke prijzen zoals “eeuwige roem” en groot applaus. * Naborrel voor wie wilt! ## **Praktisch** Aanmelden: **Maximaal 40 plekken** Datum: **donderdag 25 juni** Tijd: **15:00 – 17:00** (blijven hangen mag ;-)) Locatie: **Willemsplein 44-2 Arnhem** Kosten: **GRATIS** We hopen dat je komt! Je mag ook collega’s of vakgenoten meenemen. Graag hier inschrijven: https://dofollow.nl/online-marketing-nerddag/

Ben je het beu om moeilijke systemen en meerdere apps te gebruiken om je bedrijf te runnen? Vereenvoudig het volledige process dankzij Odoo, de all-in-one geïntegreerde software! 💯 Neem deel in **Utrecht** op **25 juni 2026** aan een uniek evenement, dat een live demonstratie en een vraag- en antwoordsessie combineert en afgesloten wordt met een relaxte netwerksessie.📍 Registreer voor ons gratis event om een ticket te bemachtigen. 📋 Link: https://www.odoo.com/r/TAxA \-\-\- Praktische informatie: Waar? Van der Valk Hotel Utrecht Wanneer? Donderdag 25 juni 2026 Registratie? https://www.odoo.com/r/TAxA Prijs? Gratis! We kijken ernaar uit om jullie te ontmoeten en zien jullie graag daar!

**Locatie:** Huis van Actief Burgerschap, Neude 11, 3512 AE, Utrecht **Datum:** 25 juni 2026 **Tijd:** 19:15 inloop, start 19:30 en eindigt om 21:30 Op weg naar volwassenheid neem je (on)bewust allerlei dingen mee vanuit het thuisfront. Je ouder(s) en/of verzorger(s) bepalen een lange tijd de regels van je leven. Ze planten zaadjes die uitgroeien tot denkbeelden, normen en waarden. Hoe kijk je naar wat je van huis uit hebt meegekregen? Hoe heeft je opvoeding je gevormd? Welke verwachtingen hebben jouw ouder(s) en/of verzorger(s) jou meegegeven in dit opzicht? Tijdens deze avond maak je de balans op. Tradities binnen het opgroeien staan volgens socioloog Marlies Buchman lang niet meer zo vast als vroeger. Eerst ging je naar school, werken, trouwen en samenwonen, nu is dat veel flexibeler. **Wat kan je verwachten?** Een avond in een ontspannen sfeer, speciaal voor 18-35 jaar. Geniet van een drankje van ons en ontmoet nieuwe mensen. Je kunt alleen komen of samen met een vriend(in). Liever een buddy? Geef het aan bij je aanmelding. Tijdens de avond maak je makkelijk contact met anderen die ook op zoek zijn naar betekenis. Meld je aan en kom bloeien! **Aanmelden kan via de onderstaande link:** https://www.dekwekerij.org/bloeiklas/opvoeding/

Ongeveer eens per maand is er een Bitcoin Meetup in Arnhem. Dit keer met een presentatie en Q&A van Hester Bais. Zie ook de promo video: [https://www.arnhembitcoinstad.nl/media/2026-06-26-MeetupHesterBais/PromoMeetupHesterBais.mp4](https://www.arnhembitcoinstad.nl/media/2026-06-26-MeetupHesterBais/PromoMeetupHesterBais.mp4) Sinds 2014 dringt de Nederlandse advocaat en klokkenluider Hester Bais er bij de autoriteiten op aan om een grootschalige internationale bankfraude in OTC-derivaten en constructies met onderpand en lege entiteiten stop te zetten. Door hun handelswijze raakten banken in Nederland voor ongeveer €200 miljard, in Duitsland voor €400 miljard, in Frankrijk voor €320 miljard, en in het Verenigd Koninkrijk voor €300 miljard onder water met betrekking tot het onderpand—en mondiaal gaat het om biljoenen euro’s. Samen met Wink Sabée schreef Hester het boek Worst Bank Scenario, waarin in detail wordt beschreven hoe “Bretton Woods 2.0” wordt uitgerold.

## 🎨**Activity for EXPATS & English Speakers** ☕ Are you an art enthusiast living in or around **Amersfoort, Hilversum, Utrecht, Nieuwegein, IJsseltein, De Bilt and the rest of cities of the Utrecht's province** who love painting or drawing? Maybe you've felt the joy of creating but struggled to find others who share your passion and speak **ENGLISH**? **You're not alone! 😉** ✨✨✨✨✨✨✨ ## 🖌️**About this event** You will meet other Art Lovers like you to Draw, Paint and have some drinks Together ! Our events are not just about sketching or creating art—they’re about building connections. Every two weeks, we meet at a café to have a relaxing time drawing a painting. Please keep on mind that **ENGLISH i**s the official language we will use to integrate everyone in our conversations. ⭕⭕⭕➡️ **IMPORTANT ⬅️** ⭕⭕⭕⭕ ### 👩🏻‍🎨**Book formally your Seat 🪑via [WHATSAPP](https://bit.ly/3BXXE0f)** **If you want to confirm officially your attendance and separate your seat🪑. Book your seat in meet-up, and contact us via [WHATSAPP HERE](https://bit.ly/3BXXE0f) to receive more information on the address of our activities.** **Thanks a lot for your understanding!** 💐🥰 ✨✨✨✨✨✨✨ ### 👩🏻‍🎨**How Does It Work?** This event is simple, this initiative takes 2 Hours. Most of the participants use pencils, water pencils or watercolours. Main aim is to socialize while we draw. There will be plenty of time to talk and get to know each other. We have to mention that this event is suitable for all levels. Many have started to draw in our event actually. Also it is very important that you **[JOIN US AT OUR WHATSAPP COMMUNITY](https://bit.ly/3BXXE0f),** to stay up to date on our upcoming events and participate in our Drawing and Painting Contests! **👉: [https://bit.ly/3BXXE0f](https://bit.ly/3BXXE0f)** 🍀 ✨✨✨✨✨✨✨ ### ☕**Where?** We will meet in different cafes mainly in the *center of Amersfoort ( and some occasions in other cities around)*. I will inform you of the exact place some days in advance this event. The place will depend on the number of attendees. ✨✨✨✨✨✨✨ ### **🎟️ What is included?** 🟢 **2 HOURS TO HAVE FUN!** 🟢 **15 mins warming-up creative activity and paper material**🖌️🎨 🟢 New friendships and **conversations in ENGLISH** in a relaxed atmosphere 🟢 **Souvenir picture** with you and the rest of Art Lovers 📷 🟢 Exclusive **access to our Art Lovers Community** on which you will receive: ***\~\~\~ Drawing challenges,*** ***\~\~\~ Training content,*** ***\~\~\~ FREE Entries only to members*** ***\~\~\~ Drawing Competitions*** 🟢 Time to **create alongside fellow artists and amateurs** 🟢 The freedom to **work at your own pace** 💃🕺🎈 ✨✨✨✨✨✨✨ ### 🖼️**Art Materials?** Bring your own practical art materials to be adaptable to sketch on a coffee table. Like your sketchbook, pencils, watercolor, markets, pencils, your Tablet..etc ✨✨✨✨✨✨✨ ## **See you to Paint, Draw, and drink together!🌟☕🍷🍪🍰**

Join us for a cozy, distraction-free afternoon where we slow down, connect, and create. This is a phone-free event — a chance to step away from screens and be fully present. We’ll start by getting to know each other in a relaxed setting, and then everyone will spend time working on their own creative project. Think simple, mindful, and low-space activities like: • Sketching or drawing • Painting (small canvases only) • Journaling or writing • Knitting or crochet • Any quiet, offline creative hobby 💡 Please bring something that doesn’t take up too much space and doesn’t require digital tools. We’ll sit together, enjoy the calm atmosphere, and gently connect — no pressure, just shared creativity. ⚠️ Limited spots available: maximum of 10 participants Sign up quickly to secure your place!

Welcome to **Jiada Mahjong**, a place to learn, play, and connect around the table. Whether you’re completely new or already know the game, you’re welcome. Beginners are guided step by step, while experienced players can jump straight in and play at their own pace. On **Friday, 1 May**, we are hosting **A Mahjong Night** at **Grand Café LIVING in Utrecht**. Expect a relaxed, beginner-friendly afternoon of Mahjong, where you’ll learn the game, play together, and meet new people in a laid-back atmosphere. ✨ **What to expect:** - Step-by-step Mahjong introduction - 3 hours of casual play with guidance - Two drinks (wine, beer, or soda) - Two bits (bittergarnituur) - Extra drinks & bites available for purchase at the bar - Relaxed social atmosphere - Meet new people and share a table **All Levels Welcome** Whether you’re completely new or already play comfortably, this session is designed so everyone gets the right experience at the right table. **Beginner Workshop (never played)** Learn how to play Sichuan Mahjong (also known as “Bloody Battle to the End”), a fast-paced and accessible variant that blends strategy, skill, and a bit of luck. This beginner workshop is designed to get you from zero to playing in a single session. You won’t sit through a long lecture. After a short introduction, you’ll start playing right away. A dedicated host will guide you step by step at the table—explaining the tiles, the flow of the game, and the core techniques as you go. You learn by doing, not by memorizing. By the end of the session, you’ll be able to play a simple version of Sichuan Mahjong independently. Depending on how quickly you pick it up, you may also start understanding how scoring (points) works. Why Sichuan Mahjong? It’s one of the most popular and beginner-friendly Mahjong styles. The rules are more accessible than many other variants, while still offering enough depth to keep the game interesting as you improve. **Open Play (Basic, Intermediate & Advanced)** Already familiar with Mahjong? You’ll be seated with players at a similar level and can jump straight into gameplay. Questions are always welcome, but the focus is on smooth, uninterrupted play. We support multiple Mahjong styles, including Sichuan, Hong Kong, and Riichi. Tables are organized based on player preferences whenever possible. If enough players wish to play the same style, we’ll group them together. However, this depends on attendance and cannot be guaranteed. If there aren’t enough players for your preferred style, you may be seated at another table, and we’ll provide a brief introduction to help you get started. 📅 Firday, 26 June 🕒 18:00 – 21:00 🏷️ Tickets can be found on our website: [JiadaMahjong.com](https://jiadamahjong.com/products/a-mahjong-night-grand-cafe-living) 📍 **Grand Café LIVING**, Weg tot de Wetenschap 400, 3584 CN **Utrecht**

The sunny and warm summer weather finally seems here to stay, which makes it the perfect time to craft outside in the park!☀️ Join us for a relaxed crafting evening picnic in the park, where we bring our projects, spread out our blankets, and create together in the open air. Whatever you're working on, whether it's knitting, scrapbooking, sketching, embroidery, or that half-finished project that's been waiting for some attention, bring it along and enjoy an evening of making things in good company. You can join us at whichever time works for you. Don't feel pressured to join from the start at 19:00. You're still just as welcome to arrive at 21:00. This get together is also a great chance to chat, share tips, and get inspired by what everyone else is making! * 🎨 **What to bring?** Your own creative supplies and projects, whatever you love to work on. * 🧺 **Picnic style** Bring a blanket to sit on, and feel free to also bring some snacks and drinks. * 🔄 **Want to swap?** Got craft supplies you no longer need? Bring them along, there will be some space to swap items. 📍 Wilhelminapark

Join us for a relaxed and friendly matcha tasting meetup. I’ll bring matcha for everyone to try, and you’re welcome to bring your own snacks and drinks, including alcohol if you like. This is a casual event for meeting new people, enjoying Japanese tea culture, and spending a cozy afternoon together. Beginners are very welcome. Free to join.

**Hilversum Code & Coffee** A friendly meetup for developers, tech enthusiasts, students, freelancers, founders, and anyone interested in coding. Bring your laptop, grab a coffee, and work on: * coding projects * learning programming * AI experiments * startup ideas * automation tools * open source * career development All levels are welcome — from beginners to experienced engineers.

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

(Note: RSVPing here on meetup does NOT reserve your seat. To do that, you’ll need to register at our website, [HERE](https://www.coreerocks.com/Events.aspx?ID=Picnic-with-a-Purpose-Real-Estate-Networking-That-Actually-Pays-Off-14-7-7-2026).) Real estate is a proven wealth-builder—it has been for generations. But it’s not a solo sport. You need PEOPLE—who can advise you, partner with you, bring you deals, and buy deals from you. We’re all about bringing you the best, most active, most got-your-back people in Central Ohio, which is why our July meeting is all about real conversations with real investors at our annual Picnic with a Purpose. This is where: * Deals get discussed * Partnerships get formed * Funding relationships start * Problems get solved faster Bring your family. Build your network. Strengthen the relationships that actually move your business forward. Members and first-time guests are free. Returning guests are $35. Location is a local park and will be shared after registration. Space is limited, so you’ll want to secure your spot now. Remember, to actually reserve your seat, you have to go [HERE](https://www.coreerocks.com/Events.aspx?ID=Picnic-with-a-Purpose-Real-Estate-Networking-That-Actually-Pays-Off-14-7-7-2026) and register on our website!

📊 **Profit from Predictions – Polymarket Strategy** Stop guessing on Polymarket. Learn the analytical system that generates real profit. ⚠️ Complete registration below — RSVP alone doesn't reserve your spot. ### [🔗 CLAIM YOUR SPOT](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you'll learn: - A systematic approach to forecasting outcomes - How to identify high-value markets before the crowd - Polymarket strategies that generate consistent daily profit *The forecasters who win have a system. Get yours.* 🎯

Need more solid referrals for new clients? Join us for lunch and meet our networking group - we act as a sales team for each other. Bring your business cards and tell us your story. We have passed over $2.7 million dollars to each other! Our speaker this week is **Deb Dolbow, doTerra Wellness Advocate.** Deb is extremely knowledgeable in the natural ways to stay healthy and vibrant. Her presentation always let's us know about what we are doing right and what and how we can improve our health and well-being. All visitors are welcome. Any questions contact [pmarchio@farmersagent.com](mailto:pmarchio@farmersagent.com)

Join us as we get together to get together to help those in need at this CMG Gives Back event! We have a great little community of Movie Group friends so rather than see a movie this time, we’ll help “Create a better world” by helping serve those in need. NOTE: We’re switching it up this time and going with a DINNER shift on Mon, 7/6. Here are complete details and our plan for this event: FAITH MISSION – GRANT KITCHEN: The Faith Mission kitchen and dining room serves residents 3 meals a day, every day of the year. For this event, our group will help prepare food, serve meals, assist residents in the dining room, wash dishes, and clean surfaces. PLAN: We will be preparing / serving / cleaning for DINNER from 4:30 to 6:30pm and have space for a total of 7 volunteers. Please arrive at 4:20pm and wear closed-toe shoes and long pants. LOCATION: Faith Mission – Grant Kitchen is located at 245 N. Grant Ave. Enter the kitchen at Dock 1 (in the back of the building), indicated in the attached map. On-site parking in the adjacent lot and street parking are available in the surrounding area. Below are some links / attachments with additional info/details: IMPORTANT REMINDER: Our group will be providing all of the volunteers on this day so a firm RSVP count is essential. Please only sign up if you are certain you’ll be able to attend. If something unavoidable comes up, please try to update your RSVP no later than one week prior to the event. With few exceptions, no shows or cancelations within 1 week of the event will not be eligible for future CMG Gives Back events. I appreciate your understanding as we try to ensure the agencies have the volunteers needed to provide the essential services they provide to the vulnerable population they serve. Our Partner Agency for this event is Lutheran Social Services! A huge THANK YOU to those volunteering at this (or any of our previous or future) CMG Gives Back events! Look forward to seeing you there, Dan

**Welcome to the Women’s Columbus Bogleheads® Sub-Group** This sub-group is for **women who want to learn and discuss finances in a safe, supportive space**. For those interested in moving towards financial independence and retirement by learning investment basics, choosing your 401(k) investments, minimizing taxes, and more. We’re a local chapter of **Bogleheads®**, following a long-term, practical investment philosophy: [Investment Philosophy](https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy): https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy [Bogleheads Forum](https://www.bogleheads.org/index.php): https://www.bogleheads.org/index.php No question is too small, and no experience is too simple. Share, ask, and learn — at your own pace, without judgment, in a group of like-minded women. Let’s build confidence and knowledge **together**!