Data Analytics

Join us on May 21st to learn, share, and network with some of the most experienced professionals who are passionate about AI/ML. This time, we’re excited to have **Revolut** as a special partner. Topics: \- Anton Repushko\, Lead Researcher\, Revolut: "Build Next-Generation Foundation Models in Finance" \- Nicolas Atienza\, Researcher\, Neuralk AI: "Gradient Boosting to Tabular Foundation Models: What Changed, What Didn't" \- Ivan Dolgov\, JetBrains: "Pre\-training at JetBrains: fast MoE perfectly fit for H100/200 GPUs" \- Kir Zharov\, Spinner AI: "Building the unified knowledge layer for self\-improving agents" More talks will be added soon You can submit your talk here: [https://forms.gle/wiWyD5sBqzZtCfpMA](https://forms.gle/wiWyD5sBqzZtCfpMA) If you’d like to become a partner for this or one of the upcoming meetups, message [https://www.linkedin.com/in/fedorshabashev/](https://www.linkedin.com/in/fedorshabashev/) or [https://www.linkedin.com/in/kirzharov/](https://www.linkedin.com/in/kirzharov/) In the meantime, you can watch the previously recorded talks: [https://youtube.com/@londonpytorchmeetup](https://youtube.com/@londonpytorchmeetup) Please subscribe to our channel! ❤️

**Join a select group of senior technology leaders for a private lunch at Selfridges to explore how to architect AI systems that perform under pressure - without introducing unnecessary complexity or unpredictable costs.** **Please note:** We can only accept registrations via our official page. **A registration on Meetup alone will not be accepted as a confirmed entry.** 👉 **Register here to secure you space:** [https://events.couchbase.com/register/d317f9f4-1a09-4eea-9e60-c58138160052/](https://events.couchbase.com/register/d317f9f4-1a09-4eea-9e60-c58138160052/) In modern enterprise applications, performance is the backbone of user trust, and AI is quickly becoming mission-critical to delivering it. From managing high-concurrency workloads to real-time personalization at scale, platforms are under increasing pressure to deliver intelligent experiences instantly, reliably, and cost-effectively. However, for many organizations, the true challenge isn't experimenting with AI—it’s making it work at scale. *** ​This executive lunch focuses on the architectural hurdles of moving from AI prototypes to production-ready systems. Our presentation and the following conversations will focus on: * **Performance Under Pressure:** Maintaining sub-millisecond responsiveness during massive traffic spikes and critical processing windows. * **Cost Predictability:** Scaling Generative AI without infrastructure costs spiraling out of control. * **Operational Simplicity:** Reducing data stack complexity to accelerate time-to-market and innovation. * **AI-Native Infrastructure:** How Couchbase’s unified platform addresses context variability and fragmented architectures. ​**What to Expect** * ​**Executive Networking:** An intimate environment for senior technology, data, AI, and digital leaders. * ​**Strategic Insights:** Real-world examples of architecting for the future of retail. * ​**Premium Experience:** Private dining at one of London's most iconic locations

If AI tools are already becoming part of your daily life, this dinner is for you. Explore AI over dinner at a Michelin-listed London restaurant. Tools, opportunities and real conversation. **Meet2Click Curated Conversations** Each Meet2Click Curated Conversation dinner centres around a carefully chosen topic or shared interest, designed to spark thoughtful conversation and meaningful connection. **Curious about how AI is changing our lives — and want to explore it in a relaxed dinner setting?** Artificial Intelligence is evolving rapidly. New tools, ideas, and breakthroughs are reshaping how we work, create, and think. Instead of abstract debate, this evening is about sharing what we’re discovering in real life. Two days before the dinner, guests will receive a short, accessible overview of interesting AI tools — simply to spark ideas. At the table, we’ll explore: • Is AI making us smarter or lazier? • What is the most exciting real-life use of AI right now? • What should humans protect in an AI-driven world? No technical background required. **Launch Season Benefit** During our initial Meet2Click dinners, guests will enjoy **up to 50% off food** at the restaurant. This introductory benefit is available for a limited launch period. Food and drinks are paid individually, directly with the restaurant. **Details** Location: La Trattoria 15 Cromwell Place, SW7 2LA London La Trattoria is a highly rated, intimate Italian restaurant in South Kensington, with a menu designed by Michelin-starred chef Alfredo Russo. **Date: 21 May 2026, 19.30h** **Ticket price:** £15 per person *(includes your seat and contribution to the evening — food and drinks ordered and paid individually at the restaurant)* Seats are intentionally limited to encourage meaningful conversation and genuine connection. Just an open, relaxed exchange of ideas over dinner. **Additional Information:** Photos or videos may be taken during the event for promotional purposes. Should you wish to opt out, please notify the host upon arrival, and your preferences will be respected.

**\*\*TO BOOK GO HERE [https://dateinadash.com/events/london/mayfair/speed-dating/21May2026-7518](https://dateinadash.com/events/london/mayfair/speed-dating/21May2026-7518)\*\*** Go on 20 dates at our popular Thursday night [Speed Dating ](https://dateinadash.com)event at [Mercato Mayfair](https://mercatometropolitano.com/mercato-mayfair/) near Bond Street. This event is for ages 30-50 and has an equal ratio of men and women. Expect to meet a lots of single professionals at the best Speed Dating event in Mayfair on Thursday night. Easily one of our most popular events with a great crowd every week. Speed Dating kicks off at 8pm prompt and any guests arriving late may not be able to take part so please ensure you arrive 15-30 minutes before the scheduled start time to allow for registration. When all the guests have arrived the host will explain how the evening will unfold and you will be provided with a scorecard and pen. When the event begins women will be seated and men will rotate between tables every 4 minutes. At the end of each date guests mark on their scorecard or phone using our mobile website whether they would like to see that person again. The event will finish around 9:30pm but guests are welcome to stay and mingle if they wish. The following day we'll contact you with the results and you can communicate with anyone you've matched with through our website. Please be aware that speed dating places are limited and the majority of our events do sell out, so please book early to avoid disappointment. If you have any queries about this event please contact us at enquiries@dateinadash.com or call our telephone bookings hotline on 0845 862 1448 (9am 5pm).

**AI is becoming part of many documentation workflows, but how do you turn that into a clear, repeatable strategy?** At this month’s meetup, we’ll focus on how to build an AI docs strategy by identifying gaps in your current approach, creating practical playbooks, and using automation to support consistent, scalable documentation. In this session, [Maddy Onyehara](https://www.linkedin.com/in/maddalena-o-bb2372020) (Technical Writer, Cloudflare), [Jun Lee](https://www.linkedin.com/in/junlee98?utm_source=share_via&utm_content=profile&utm_medium=member_ios) (Senior Technical Writer, Cloudflare), and [Anita Achu](https://www.linkedin.com/in/anita-achu?utm_source=share_via&utm_content=profile&utm_medium=member_ios) (Technical Writer, Upsun) will walk through how to approach AI in documentation in a structured way. This includes spotting where current workflows fall short, designing playbooks teams can rely on, and introducing automation that improves quality without adding unnecessary complexity. 🔔 **Note** Please note: spaces are limited, so please RSVP only if you’re able to attend and free up your spot if your plans change. 🗒️ **Agenda** **When**: Thursday, 21 May, from 6:00pm **Where**: The Gallery @ [The Corner](https://maps.app.goo.gl/xegvGx3qA9ysEgvA6) (42 Adler Street, E1 1EE) **What**: **18:00 - 18:30** Arrival **18:30 - 18:40** Welcome & Housekeeping **18:40 - 19:00** Presentation from our sponsor, [Document360](https://document360.com/) **19:00 - 19:50** Session: Build Your AI Docs Strategy **19:50 - 20:00** Q&A **20:00 - 21:00** Networking All times are approximate. **📍 How to find us** Enter the hotel, turn right, and pass the bar to find The Gallery meeting room. Look for WTD signs and friendly organisers. **📸 Photos** Please note that organisers may take photos during the event for the Write the Docs London community.

**\*\*\*TO BOOK GO HERE [https://dateinadash.com/events/london/balham/speed-dating/21May2026-7507](https://dateinadash.com/events/london/balham/speed-dating/21May2026-7507)\*\*** Go on 15 dates at our popular Thursday night [Speed Dating ](https://dateinadash.com)event at the [Exhibit](https://theexhibit.co.uk/) near Balham station. This event is for ages 30-45 (age guide) and has an equal ratio of men and women. Expect to meet a lots of singles at the best Speed Dating event in the South West London on Thursday night. Easily one of our most popular events with a great crowd every week. Speed Dating kicks off at 8pm prompt and any guests arriving late may not be able to take part so please ensure you arrive 15-30 minutes before the scheduled start time to allow for registration. When all the guests have arrived the host will explain how the evening will unfold and you will be provided with a scorecard and pen. When the event begins women will be seated and men will rotate between tables every 4 minutes. At the end of each date guests mark on their scorecard or phone using our mobile website whether they would like to see that person again. The event will finish around 9:30pm but guests are welcome to stay and mingle if they wish. The following day we'll contact you with the results and you can communicate with anyone you've matched with through our website. Please be aware that speed dating places are limited and the majority of our events do sell out, so please book early to avoid disappointment. If you have any queries about this event please contact us at enquiries@dateinadash.com or call our telephone bookings hotline on 0845 862 1448 (9am 5pm).

We're back to our usual format of 3 speakers + Q&A followed by networking. 18:30: Doors open 19:00 Welcome by Alexandra Deschamps-Sonsino (organiser since 2011) 19:10 [Micael Da Costa](https://www.linkedin.com/in/micdacosta/) 19:30 From Open Source to Your Living Room, How We Ship Hardware at Nabu Casa, [Andrew McMillan](https://www.linkedin.com/in/andrew-mcmillan-7a022434/) 19:50 Speaker 3 (TBA) 20:10 Networking 21:00 End of event and move to [Princess Louise pub](https://maps.app.goo.gl/L9hVcFJkjVTzQNn3A) There will be drinks (including non-alcoholic) and nibbles. **About our sponsors:** [Green Custard](https://www.green-custard.com/) is an award-winning AWS IoT specialist consultancy that helps organisations design, build, and scale secure cloud-connected products and solutions. With deep expertise across IoT architectures, data lakes, ML and agentic AI our IoT expertise spans from product innovation to smart factory innovation. We have full stack capability from embedded & mobile to cloud-native development. Green Custard partners with clients to deliver on their business outcomes whether modernising legacy devices, unlocking new value from existing data, or accelerating the delivery of production-ready solutions. Customers trust Green Custard for its technical excellence, pragmatic delivery, and we are proud of our customer success. [Aqua Libra](https://aqualibra.com/pages/flavour-tap) is redefining sustainable hydration through innovative, low-impact dispensing technology. Beyond its zero-sugar infused drinks, the brand has pioneered solutions such as the Aqua Libra Flavour Tap, a digitally controlled dispensing system that delivers chilled, filtered water with natural flavours on demand. By removing the need for single-use bottles and reducing transport emissions, the Flavour Tap enables offices, venues, and public spaces to offer great-tasting drinks with a dramatically smaller environmental footprint. Aqua Libra’s approach blends sustainability, smart technology, and convenience to meet the growing demand for healthier, greener beverage options.

**Please make sure you get a ticket** **only RSVP won’t count**- https://www.eventbrite.co.uk/e/indian-professionals-in-london-ai-bootcamp-tickets-1988464324322 AI Bootcamp: Practical AI for Everyday Work A Hands-On Meetup Experience About This Session Whether you’re running a startup, leading a team, or looking to work smarter — this session shows you how to practically implement AI in your work. Real use cases, live demos, and hands-on building. No fluff, no theory overload. Duration: 3 Hours Format: Interactive + Hands-On Level: Beginner to Intermediate What We’ll Cover • What AI Actually Is — Cut through the hype. Understand what AI and automation can realistically do for your business or role today • AI Across Industries — Use cases from startups, operations, HR, finance, sales, marketing, and customer success • AI Automation in Practice — Where automation fits: workflows, lead handling, content pipelines, internal ops, and more • Live Demonstrations — Watch AI tackle real business problems — from generating SOPs to summarising data to drafting investor-ready content • Build Your Own Use Case — Map one challenge from your business or job to an AI solution and build your first working prompt or workflow • Group Sharing — Peer learning across founders, operators, and professionals from different industries • Safe & Smart AI Use — Governance, limitations, what needs human oversight, and how to build AI into your team responsibly • Your 30-Day Implementation Plan — Leave with a clear starting point: one use case, one tool, one action What You’ll Leave With • A mapped AI use case specific to your business or role • A working prompt or automation blueprint you built in the session • A 30-day plan to implement AI in one area of your work • Practical frameworks for evaluating AI tools and workflows • A network of founders and professionals building with AI Who Should Attend • Startup founders exploring how to use AI to scale without scaling headcount • Team leads and operators who want to automate repetitive processes • Professionals looking to use AI to do higher-quality work, faster • Anyone serious about moving from curious about AI to actually using it Bring your laptop. Come with one business problem in mind. Leave with a plan to solve it.

Weekend stock market analysis. If you like, you will have up to 15 min to talk to the group about your experience. Agenda: \- Introduce ourselves \- Tools\, instruments and strategies \(from people experience\) \- Volatility indicators \- Automatic triggers \- Market overview \- AI usefull prompts \- Feedback to the group An engaging discussion on what happens on the market. Price history analysis and a bit of coding where possible. We want to find out how market moved and why. And most important we speculate about the evolution of major stocks. One of our favorit topics is also discussing inversment strategies. About the host: I am a software architect and passionate stock investor. Interested in all tech and market events. What is your favorite investment strategy? What are the advantages and disadvantages?

Join fellow Indian pros in London for a day of fun, hands-on AI bootcamp where you’ll level up your skills and network for all levels! **AI Bootcamp: Practical AI for Everyday Work** Hands-on session where participants discover how AI can save time and improve daily work through real examples, simple prompts, and immediate takeaways. **Key Topics Covered** **AI Fundamentals & Ethics:** Understanding AI capabilities, limitations, and responsible use. **Prompt Engineering:** Techniques for using tools like ChatGPT and DALL·E. **No-Code/Low-Code Tools:** Utilizing platforms like Zapier, Canva AI, and Notion for workflow automation. **My Job, My AI Use Case" Activity** Worksheet exercise: identify one repetitive task from your job, turn it into an AI use case, build simple prompts. **Industry-Specific Use Cases:** Real examples from operations, HR, finance, retail, marketing, healthcare admin. Shows specific problems AI solves faster.

We will enjoy a leisurely walk (approx 45 mins - 1 hour) along Regent's Canal from Angel station and ending at the fabulous Victoria Park Market. This event usually runs on the 4th Sunday of each month, unless there is bad weather or exceptional circumstances. We are a welcoming group, so feel free to mix around and say hello other people. There is a wondering food market in Victoria Park, and most of us will get something to eat together. We usually sit on the grass or public benches (if available) near the Bonner Gate entrance, behind the Dogs of Alcibiades statue. This is at the intersection of foodstalls running north/south and east/west. If it is raining or the market is closed, we can either go to the Pavillion cafe, or The Crown pub on Grove Road instead. Please note a few points: 1\. There is currently no charge for this group\. I will need to review this again later in 2026\. 2\. WE WILL WAIT ONLY ABOUT 10 MINUTES AFTER THE START TIME\. If you are running late\, please catch us up along the canal\. Please note\, I will not be checking for meetup or whatsapp messages after the walk starts\. 3\. The nearest tube station to Victoria Park is Bethnal Green station \(central line\)\. Please check Google Maps or similar\. 4\. You are responsible for yourselves on the walk\, so please bring appropriate footwear etc\. Please be mindful of those around you\, especially where the canal gets narrow in places\. Whatsapp group here: https://chat.whatsapp.com/IJd6MJfVDPC6jUw6iW77ZY Previously, there was a separate walk on the 3rd Sunday of the month, which started at Limehouse Basin, and then ran along the same canal to Victoria Park. Please note, the walks starting from Limehouse on the 3rd Sunday of the month are now cancelled for the foreseeable future.

**\*\*TO BOOK GO HERE [https://dateinadash.com/events/london/city-of-london/speed-dating/22May2026-7612](https://dateinadash.com/events/london/city-of-london/speed-dating/22May2026-7612)\*\*** Go on 20 dates at our popular Friday night Speed Dating event at the slick city venue Forge Bar near Bank station. This event is for ages 23-35 (age guide) and has an equal ratio of men and women. Expect to meet a lots of single professionals at the best Speed Dating event in the City on Friday night. Easily one of our most popular events with a great crowd every week. [Speed Dating](https://dateinadash.com) kicks off at 8pm prompt and any guests arriving late may not be able to take part so please ensure you arrive 15-30 minutes before the scheduled start time to allow for registration. When all the guests have arrived the host will explain how the evening will unfold and you will be provided with a scorecard and pen. When the event begins women will be seated and men will rotate between tables every 4 minutes. At the end of each date guests mark on their scorecard or phone using our mobile website whether they would like to see that person again. The event will finish around 9:30pm but guests are welcome to stay and mingle if they wish. The following day we'll contact you with the results and you can communicate with anyone you've matched with through our website. Please be aware that speed dating places are limited and the majority of our events do sell out, so please book early to avoid disappointment. If you have any queries about this event please contact us at enquiries@dateinadash.com or call our telephone bookings hotline on 0845 862 1448 (9am 5pm).

‼️ **GET A QR CODE ON LUMA TO BE ABLE TO ATTEND THIS EVENT‼️** -> [https://luma.com/bhfumnou](https://luma.com/bhfumnou) **Creative Vibe Coding at the Science Museum with ElevenLabs** ​Artists have spent the last few years hearing that AI will change everything. This event is about putting those tools back into creative hands. We’re taking over the Science Museum’s Smith Centre and teaming up with ElevenLabs for a relaxed night of music, art, experimentation, and social vibe coding. ​Whether you want to make an AI-powered instrument, a storytelling experiment, a poetic web page, or a generative artwork, this is your playground. Use any tools you like (ChatGPT, Claude, Lovable, v0, Cursor, Replit, and more) and get free access to ElevenLabs’ music and audio tools for the night. 🍻 ​**Format 🛠️** ​We’ll be teaming up in small groups of 3–4 people. We’ll provide a creative prompt to get you started, and then it’s heads-down building. The goal is to vibe, experiment with AI as a tool for expression, and make new things together. ​**New to vibe coding? ✨** ​No worries. We’ll provide simple starter ideas, example prompts, and tool suggestions so even complete beginners can get building quickly and without stress. ​**Schedule 🕒** ​(Please arrive between **6:45 and 6:50 PM** so we can begin on time. An earlier arrival is not possible!) ​**7:00** – Welcome **7:05** – Keynote Speaker & Educational Intro **7:15** – Challenge Brief & Team Formation 🤝 **7:35** – Round 1: Build 💻 **8:15** – Break (Snacks, drinks, swap ideas) 🍕 **8:30** – Round 2: Keep Building 🏗️ **9:00** – Optional Demos (Show what you made!) 📺 **9:15** – Hang out, network, make friends ✌️ **9:30** – Close ​**Who is it for?** ​Artists, musicians, designers, creative coders, and total beginners. If you want to understand AI better and like the idea of building in a friendly room (museum), you belong here. ​**What to bring** ​Laptop 💻 Headphones 🎧 A valid photo ID Curiosity & good vibes ⚡ ​**Important info** ​This event is **18+ only**. Please bring a valid photo ID for entry. Please enter via the **Group Entrance** at the Science Museum. We want to keep the evening welcoming and enjoyable for everyone, and reserve the right to remove attendees for disruptive or inappropriate behavior. ​**Accessibility ♿** ​The venue is very accessible, including for wheelchair users, and the museum has step-free access and accessible facilities throughout. ​**Location 📍** ​Science Museum (Smith Centre) **Group Entrance** Exhibition Road, South Kensington London SW7 2DD ​‼️ 👉 Limited capacity. RSVP ON [LUMA](https://luma.com/bhfumnou) required. ​By signing up, you consent to the collection and sharing of your name, email address, photos, videos, and software, unless you explicitly opt out by informing the organizers.

The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/215625630917731?p=vxNb3zudhNj0S6Cg0v)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### SQL Server 2025: The Developer’s Revolution Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** TBD

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** This is a hybrid event. To attend online, join us on Zoom here at 6pm: https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220

**Welcome to Drunken Philosophy** a casual, curious social discussion **Optional topic for this meetup: What's up with all the AI hate?** A recent survey found that 74% of Americans have a negative view of AI, and I want to know why. Come out and debate whether AI is good or bad. My hot take: a labor-saving tool that could potentially help cure cancer gets called dangerous because it might raise unemployment or cause a speculative investment bubble, that tells you a lot more about capitalism and the economic system we live under than it does about the tool itself. As a computer programmer, I think AI is a wonderful tool that has increased my productivity by at least an order of magnitude. I'd go so far as to say Claude Code is the best tool I have ever used. Debate me and name a better one. Is AI potentially dangerous? Yes, but so are a lot of tools. Chainsaws. Steam engines (early ones would occasionally explode and kill everyone in the room). Do you think cavemen sat around debating whether fire could be used as a weapon or for self-harm, and decided not to discover it? I have two friends who hate AI for opposite reasons: one thinks it's a fad and not useful, and the other thinks it's going to take over everything and cause human extinction. Come out tonight, have a friendly debate, and make some friends. No lectures. Friendly crowd. Drop in for one drink and stay if it's fun.

Most people use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless. But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context. In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one. We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows. No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with. **What you’ll learn:** * Why “better prompting” is really about better context * How to structure requests so AI gives more useful answers * How to use examples, constraints, and output formats * How to iterate when the first answer is not good enough * How these skills connect to more advanced AI workflows This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI. 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.