Ontology

Please join us for our next Bioinformatics London meetup, where we welcome **Francisco Azuaje**, Director of Bioinformatics and AI at **Genomics England**, for a talk on what it really takes to turn powerful models and rich datasets into safe, trustworthy impact in the clinic. **Francisco Azuaje** is Director of Bioinformatics at **Genomics England**, where he leads applied ML and GenAI across national-scale genomic and clinical datasets. With 25+ years across academia, public sector and pharma (including UCB and the Luxembourg Institute of Health), his work focuses on what actually works in AI for bioinformatics: moving from proof-of-concept to robust, governed systems that clinicians and patients can trust. In this talk, he will discuss real-world lessons from deploying AI in genomics pipelines and health data platforms, touching on verification, safety, organisational friction, and why the hard problems now are as much social and operational as they are technical. Approximate schedule: * 18:30 – Doors open * 18:45 – Chitchat, announcements * 19:00 – Talk and Q&A * 19:45 – End, then adjourn to a nearby pub for informal discussion Please **RSVP at least the day before** so we can provide an attendee list to reception. Make sure your Meetup name looks like a real name (e.g. “J Smith” or “Jane Jones”, not “weaselstabber”) so University of Westminster reception can identify you. We look forward to seeing you there for an honest discussion about what it takes to make AI and genomics work *for* real patients, not just in demos.

**About the London Software Guild** ​The London Software Guild gathers developers, architects, and teams across London who care deeply about the craft of building great software. No fluff, no vendor pitches — just people who take the work seriously, sharing what they've learned the hard way. *** ## ​**Tonight's Speakers** ## ​**🎤 Kieran — Founding Engineer, Demand-Genius** ​Kieran is a founding engineer at Demand-Genius, working to close the gap between how humans and machines perceive your brand versus reality. Background in electrical & electronic engineering, previously working on real-time payments systems, high-scale distributed dynamic rules engines, and reverse proxies. Third Start-Up/Scale-Up (because I'm dumb and have never learnt my lesson). ​ **Talk: The Statistical (Un)Certainty That Our AI Co-Founder Ruins Everything** ​We have handed the most powerful text prediction machines ever built the keys to our codebases. They write code that is statistically likely to be correct. But "statistically likely" and "correct" are not the same thing. As we move toward autonomous multi-agent systems writing production code at machine speed, that gap becomes the central engineering problem of our time. ​Code is not text. It is a formal, deterministic, mathematical structure that happens to be serialised as text. Every tool in the agentic coding stack — retrieval, editing, version control, coordination — treats it as text. ​This talk argues that the answer isn't better frontier models. It's better systems around models. Specifically, the engineering disciplines we've used for a century to control uncertain systems — feedback loops, formal verification, dependency analysis, and control theory — are the missing layer between "AI can write code" and "AI can write code you can trust." *** ## ​**🎤 Andy Roberts — Senior Engineering Leader** ​Andy Roberts is a senior engineering leader with 25+ years of experience — the kind where you've actually written the code, run the teams, and been in the room when things went wrong at scale. Previously Head of EMEA Enterprise Solutions at Apollo GraphQL, where he helped companies like [Booking.com](https://booking.com/), PayPal, and The New York Times stop arguing about their APIs. Before that, Head of API Engineering at RS Components, wrangling 11 teams. Has strong opinions about federated architecture and isn't afraid to use them. ​ **Talk: Built for Browsers, Billed by Tokens** *Your microservices solved for latency. AI agents are solving for context. Nobody told your APIs.* ​Every era of software development has been defined by a constraint that reshaped architecture. In the database era we optimised for round trips. In the web era we obsessed over latency. Mobile forced us to think about bandwidth and battery. Each shift required new instincts, new patterns, new defaults. We're in the middle of another one. ​The AI era introduces a new constraint: context. Language models have finite working memory, and every API response your services return goes into it. The kitchen-sink response payloads that work fine for browsers are quietly making your AI agents more expensive and less capable — and the cost is almost entirely invisible in your existing dashboards. ​This talk maps the constraint transition from latency to context, shows what it means for the microservice APIs you have today, and offers five concrete things you can do about it without touching a line of existing backend code.

🏸 **Weekday Badminton – Swanlea School (Whitechapel)** Join our friendly and competitive **Thursday badminton session**. We’re a regular group that also plays on Tuesday, Wednesday,**Sundays**, and new players are always welcome. Great for **learning, improving, and enjoying good games**. 🕖 **Time:** 7:00 – 9:00 PM 💰 **Fee:** £12 per person **Court Allocation (22 Slots):** • Court 1 – Beginner (2) / Lower Intermediate (4) • Court 2 – Intermediate (5) • Court 3 – Upper Intermediate (6) • Court 4 – Advanced (6) 🏸 **Shuttles:** Yonex 300 plastic ✅ **Important:** • Please **mention your level** in chat. • **Send £12 payment** to confirm your slot. See you on court! 🏸🔥 Any questions, feel free to message me 🙂

Hi Architects, Welcome to our the second AWS London Well-Architected User Group Meetup!!! 🥳🥳🥳 Due to the huge demand we saw for our inaugural meetup we have gone bigger with a new venue. Dragon Hall Trust, 17 Stukeley Street, London WC2B 5LT The AWS London Well-Architected Meetup is the latest chapter in the most popular AWS Meetup group globally. At each meetup we cover off various pillars of AWS best-practice in detail including insights from industry leaders that specialise in the Well-Architected Framework. We'll be announcing more speakers and topics over the coming weeks. **Speakers** * **The Philosophy Behind Well-Architected** **Philip Fitzsimons (Fitz)** \- Ex\-AWS \- Co\-authored the AWS Well\-Architected Framework\. The Well-Architected Framework started at AWS but has since been adopted by every major cloud vendor and beyond. Why did it resonate so widely? In this session, Fitz, who led the Well-Architected initiative at AWS from the beginning, explores the philosophy behind the framework, how it was intended to shape architectural thinking, and the mistakes teams commonly make when applying it. Drawing on lessons from seeing thousands of real architectures, he will explain how to approach Well-Architected reviews in a way that actually improves systems rather than just generating checklists. * **Running your first Well-Architected Review: A Live Walkthrough** **James Harding** \- Technical CSM \- Green Custard Curious about how a Well-Architected Review works in practice? In this session we'll run a live walkthrough using the AWS Well-Architected Tool, showing how to define a workload, answer the review questions, identify High Risk Issues and move on to an actionable improvement plan. * **Building Your Infrastructure: "Self-Hosted vs. Managed"** **Mykola Boiko -** Backend Developer - Ultralytics What does it really cost to build and operate your own infrastructure? Mykola Boiko shares real-world lessons from scaling a globally distributed AI platform using self-hosted infrastructure before gradually migrating services to AWS. Through stories of building replication, caching, observability, and multi-region reliability from scratch, the session reveals the hidden operational complexity and costs behind running everything yourself. The journey highlights key principles of the AWS Well-Architected Framework including Reliability, Performance Efficiency, Operational Excellence, and Cost Optimisation and shows why managed cloud services can dramatically reduce operational burden while improving scalability and resilience. More speakers to be announced soon. So come join us at 7pm for a 7.30pm start, including drinks, snacks and friendly networking after our talks :-) \*\*\*NB: No entry to the building after 7.30pm.\*\*\*

The session is Every Thursday 7PM till 10PM. This is for all levels, so after the training you will be able to play games and use what you have learnt. Just like the saying practice makes perfect. Any queries on what levels you may be or just any questions please don't hesitate to contact us. PARKING: Parking is available and Free onsite. (The postcode is E15 3PA) This at the previous address on New mount Street. Press the buzzer and they will let you in. PAYMENT: We are accepting bank transfer rather than cash payments. In 2 days in advance to confirm your attendance. Bank Details: Name: The Badminton Collective Ltd Sort Code: 60-83-71 Account Number:69874292 Reference your name and date of the session. £13 Games IMPORTANT NOTES: We shall be starting at 7PM sharp so if you miss the start you'll have to just catch up I'm afraid. How to get there. If you use the provided postcode it will take you to the front of the school. By all means message me if you are having troubles. There is now a water fountain so please bring a bottle to fill up, this is in the main building while they fix the one near the sports Hall. The Badminton Collective and School 21 are not responsible for any injuries or loss of items.

Retrieval-Augmented Generation (RAG) is the gold standard for grounding LLMs in proprietary enterprise data. However, the journey from a flashy proof-of-concept to a reliable, secure production system is fraught with complexity. This talk bridges the gap between rapid prototyping and rigorous engineering. We will begin by exploring the actual merit of “vibe-coding”—using AI-assisted, rapid prototyping to build compelling demo apps that secure client buy-in and validate use cases. Once the demo is sold, the real work begins. We will navigate the architectural decision matrix, comparing the trade-offs of off-the-shelf products, cloud-managed services, and fully custom-built RAG solutions. Diving into the technical pipeline, we will cover modern ingestion strategies like agentic chunking and sophisticated retrieval methods, including re-ranking and GraphRAG, to overcome the limitations of simple vector search. We will detail the essential role of telemetry and LLM-as-a-Judge evaluation frameworks in ensuring sustained performance, faithfulness, and relevancy. Join us to learn how to transition from impressive demos to robust solutions that deliver measurable business value. Our Speaker, **[Dr. Enrico Fonda](https://www.linkedin.com/in/enricofonda/)** is a data scientist with a background in physics. He conducted postdoctoral research at the University of Maryland and New York University, where he studied quantum fluids and applied deep learning to turbulence. In 2019, Enrico moved to London and transitioned his skills to the industry. He has since worked across the MarTech, Telco, and Tech sectors, focusing on machine learning modeling, generative AI applications, and code generation. Today, as a Solution Consultant at Sahaj Software, he continues to solve complex problems in data science and AI. 🗓️ **Save the Date:** 26th March, 2026 📍 **Location:** Sahaj Software, 1 Quality Court, London, WC2A 1HR 🕕 **Time:** 6:00 PM – 8:00 PM (BST) The evening will feature: 🎤 **One engaging talk** with Q&A 🤝 **Plenty of time for networking** over free pizza and non-alcoholic drinks Don’t miss this chance to learn, connect, and share with fellow tech enthusiasts. 👉 Please click the link below to register. https://sahaj.ai/events/the-rag-reality-check-from-vibe-coding-to-production/

🎉 **Hey London & Southern England Childfree Friends!** 🇬🇧 📅 **Date:** last Saturday of the Month 🕖 **Time:** 15h/3 PM - Whenever 📍 **Location:** Mercato Metropolitano, 42 Newington Causeway, SE1 6DR I'm so excited to announce that even though I'm back in Portugal, the Londoners are keeping the childfree meetup momentum going—something I’m incredibly thrilled about! 🥳 **This is an ongoing monthly meetup without me physically present and run by y'all**, and I couldn't be prouder of our community! 👯‍♀️✨ **Event Details:** * 🤝 **Who:** This meetup is for **childfree individuals, meaning anyone who doesn’t have or wants kids**. It’s the perfect opportunity to find like-minded people, share stories, and build lasting friendships. Whether you're a local or just passing through, everyone is welcome! 🫶❤️ * 🍕 **What:** Dinner, drinks, and great company at Mercato Metropolitano, an iconic market in London known for its vibrant atmosphere, diverse street food, craft beer, and artisanal shops. With plenty of food and drink options, there’s something for everyone—**including vegan and vegetarian options!** 🍻🍽️ * 📍 **Where:** Mercato Metropolitano offers plenty of space for large groups, making it the ideal spot for our gathering. You can explore its variety of stalls or simply relax and enjoy the evening. [Website: MercatoMetropolitano](https://mercatometropolitano.com). * 📓 **Please Note:** The meetup is free, but you'll be responsible for any food or drinks you purchase during the event. 💸 * 🎉 **Why You Should Join:** If you're ready to enjoy a casual evening with people who share the childfree lifestyle, this is the perfect opportunity. Our meetups are all about having fun, connecting with new people, and building a supportive community. 💫💬 * ⏰ **Arrive & Leave:** Feel free to arrive and leave as it suits you. Come for the entire evening or just pop by for a drink—no pressure! 🍷✨ * 📱 **Join the WhatsApp Group:** Stay in touch with the group and make it easier to connect on the day of the event. It’s also a great way to keep the conversation going afterward. 🔗 (You just need jump on my email list and you'll get access to all the Unapologetically Childfree™️ WhatsApp Groups: [https://maggiedickens.com/childfree-group-chat](https://catharticcounseling.com/childfree-group-chat)) **Unapologetically Yours** 🫶 **Maggie Dickens** **Host of the Unapologetically Childfree Community + Podcast** **Instagram: @MaggieGetsREAL** 📣 🚨 **Important: Event Participation Agreement** This Event Participation Agreement ("Agreement") is entered into by and between Maggie Dickens, owner of the Unapologetically Childfree™️ Community ("UCC"), and the Participant ("Participant"). By attending the event, the Participant agrees to the following terms: 1\. Disclaimer of Affiliation and Liability 1.1 No Affiliation with Third-Party Vendors: The UCC has no affiliation with third-party vendors at the venue. Participation in any activities or purchases from vendors is at the Participant's own discretion and risk. 1.2 No Financial Remuneration: No member of the UCC receives financial compensation from third-party vendors, and this is subject to change without notice. 1.3 Waiver of Liability: The Participant agrees to waive all liability and hold Maggie Dickens and the UCC harmless from any claims or damages arising from participation, including physical injuries, property damage, or financial loss. 2\. Voluntary Participation and Assumption of Risk 2.1 Participation is entirely voluntary, and the Participant assumes all risks, including any injuries or losses. 3\. Photography and Marketing Consent 3.1 The Participant consents to being photographed or recorded during the event for marketing purposes. 3.2 The Participant grants the UCC the right to use their likeness for promotion without compensation. 4\. General Provisions 4.1 The Participant is responsible for any costs incurred during the event. 4.2 This Agreement constitutes the entire agreement and can only be modified in writing. 4.3 This Agreement is governed by applicable laws.

​Join us for the 25th London PyTorch Meetup! 🔥 ​We have our first speaker confirmed: **Peter Romov** – Open Source Contributor, 2. PyTorch/Opacus Autoresearch for Discovering State-of-the-Art LLM Adversarial Attacks ​More speakers to be announced.

Hi everyone! Booking is now open for our next badminton session, 11am-1pm on Sunday at Ark All Saints Camberwell 140 Wyndham Road SE5 0UB. The cost is only £10 per person plus £1.62 Meetup booking fee, paid in advance before the start of the session. Bring your racket or lease one for the session for a nominal £2.00, shuttlecocks is provided. The lease rackets are available at the venue, so just make your way down. Please note we don't have enough for everybody just a few. If you damage your racket during the session you get one to use for free. So if you wish to play and don’t yet have a racket make your way down, try and have a couple of nuggets (£2.00) handy because the racket lease fee is not included with the session booking fee. Payment is by PayPal, Debit card, Credit card, Bank transfer, and Cash. Contact the host if you encounter any problem with making payment or wish to pay by other method (Payment by Bank transfer & Cash is £10.00) Direction: The badminton hall is situated at the rear of the school, read on for direction on how to locate the hall. The main entrance to the school is located on Wyndham road, on Wyndham road look for Toulon Street it is on the same side as the school. If you stand facing the school Toulon Street should be to your right. Toulon street lead on to Pitman Street which is where the entrance is located. Use the pedestrian gate to let yourself in, if it is locked use the intercom and somebody should let you in. Immediately inside the school premises the entrance to the badminton venue is the building to your immediate right. For more info, contact the host Look forward to seeing you! Many thanks Afam

Special event for our PyTorch Friends. ## **ABOUT Agents and Robots 26 HACKXELERATOR™** * ​**Purpose:** A comprehensive HackXelerator focused on agents and robotics, spanning pre-event networking to final showcase in Berlin. * ​**Themes:** Digital agents, autonomous systems, human-robot interaction, and AI ethics. * ​**Duration:** 20 days of collaborative creation and mentoring. * ​**Agents and Robotics 26 Schedule:** * ​**March 12th \| Virtual Pre\-Event Briefing:** HackXelerator overview, rules, prizes, categories, sign-up, team formation, and Q&A * ​**March 27th \| AR26 In\-Person Kick\-off:** Inspiring keynotes on agents and robotics, expert panels across all streams, networking with sponsors and recruiters, plus yummy food and drinks. * ​**Mar 27th– Apr 17th \| Main HackXelerator:** intensive development period with mentoring, collaboration, and project creation. * ​**April 17th \| Showcase & Awards In\-Person Finale:** Project presentations, awards ceremony, and celebration party under the disco ball. ## ​HOW TO JOIN AR 26 1. ​[Sign in or sign up](https://www.kxsb.org/ar26#) to **KXSB** 2. ​Join the Discord server with the invite from the KXSB platform 3. ​Attend the pre-event virtual briefing [Agents and Robotics HackXelerator Pre-event · Luma](https://luma.com/tdi2pf5t)

**🏛️ 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/Ja2H9lXYtWX8RdCKHw6qNK), along with jump-off points to get the conversation going. When groups get bigger than 7-8 people, it’s important that we break into smaller groups. This way we are able to maintain a conversational flow as opposed to having our meetups feel like a discourse or lecture. **General Meeting Agenda** Each Practical Philosophy meet-up follows this general timeline: * 13:45-14:00 - People arrive and chat, get to know each other before the ‘official' start. * 14:00-14:05 - 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. * 14:05-14:45 - Break into small groups - introduce yourselves and 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. * 14:45 - We do a group conclusion of the things we discussed, and then we typically take a photo and go on our way :) If you don't want to be in the group photo, there's no pressure, it's just a way to close out the meeting. You are free to walk around Calthorpe's Community Gardens afterwards. **🧧PRICING?** Practical Philosophy Club is FREE to attend, and we operate on donations. If you'd like to donate to support our running costs, that helps keep our group self-sustaining. Donations are 100% voluntary, but your contribution is appreciated! QR codes to donate will be present. Tea’s and coffees and are paid by the individual should they wish to have them. **💛 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 week in the Whatsapp group before the session. 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/Ja2H9lXYtWX8RdCKHw6qNK). * 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/Ja2H9lXYtWX8RdCKHw6qNK) 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/practical-philosophy-locations/). 🤝**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 - Making Philosophy Available To All.** ✨ Practical Philosophy hosts weekly, in-person meetups in 25+ countries, including Canada, Spain, Japan, Mexico and many more! 🗺️ \*\*\* Join our [Whatsapp group](https://chat.whatsapp.com/Ja2H9lXYtWX8RdCKHw6qNK) 👈 Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub/?hl=en) 👈 Our [website](https://www.practicalphilosophy.club) 👈

⚠️ **Please read any of the books voted below** 🙏🏽, and avoid last minute AI summaries. This is a **book club** after all! 😊 **How Emotions Are Made** by Lisa Feldman Barrett **The Better Angels of Our Nature** by Steven Pinker Join us for Deeper Discussions, where we dive into thought-provoking non-fiction books that challenge perspectives, inspire growth, and spark meaningful conversations. Whether you're an avid reader or just curious about exploring new ideas, this is a space to reflect, share, and gain new insights into the world around us. 🌍💡 **How does it work?** * The above books have already been voted on for reading * We will split into groups based on the book you've read 💬 * Everyone shares summary / thoughts 🧠 * Focused Discussion on a specific chapter or topic / theme from the book for 30 minutes 📚 * Open Q&A regarding the book and any related topics ❓ **What to Expect?** 🔍 **Deep Discussions**: We’ll explore key themes, insights, and arguments from this month’s two books 💬📚 💡 **Critical Thinking & Reflection**: Engage in conversations that go beyond surface-level takeaways. Challenge perspectives, question assumptions, and discover new ways of thinking. 🤔✨ 🌿 **Personal & Collective Growth**: Non-fiction books have the power to transform our understanding of society, relationships, and ourselves 🧠🚀 **How to get the most out of this event?** 📝 **Read the Book:** While reading the full book is ideal, even if complete significant amount can help you engage in the discussion. 📖✨ 🗣 **Respect & Openness:** Every perspective matters. This is a space for discussion, not debate. Stay curious, listen actively, and engage with an open mind. 🙏🌱 🤝 **Be Ready to Share & Learn:** What resonated with you? What challenged you? Personal reflections make the discussion richer and more meaningful. 💡🌍 📌 **Why a Non-Fiction Book Club?** 📖 **Expand Your Perspective:** Learn from diverse ideas, and real-world experiences. 🌏✨ 🧠 **Foster Growth:** Engage in stimulating conversations that challenge and refine your thinking. 💭🔄 💬 **Deepen Connections:** Connect with like-minded individuals who value insightful discussions and continuous learning. 🤝📚 **Who is this event for?** * You love exploring ideas that shape the world. 🌎 * You enjoy thought-provoking discussions. 🗣 * You want to engage in meaningful conversations beyond small talk. 💡 * You’re open to challenging your assumptions and learning from others. 🔄 **What's in it for you?** * 💡 **A Space for Reflection:** Step back and think critically about important ideas. * 📚 **New Perspectives:** Gain insights from both the book and fellow participants. * 🤝 **Deep Connections:** Meet others who share a love for learning and growth. **Ready to dive into big ideas?** 🌊 Join us for an evening of engaging, insightful discussions on a book that **challenges**, **inspires**, and **expands** the way we think. 🌟 We really hope to see you there! 👋 **About Deeper Connections** We have a mission at Deeper Connections to improve the quality of people's lives through conversation. All our events are centred around the concept of connecting deeply, because we believe we all deserve to be seen, felt and understood for who we really are. To have the 'deeper conversation' approach when relating with others can change our lives and can change the world. **Our Values** * **Respect:** Treat everyone with kindness and consideration. ❤️ * **Open-mindedness:** Be open to different perspectives and ideas. 🧠💡 * **Active Participation:** Share your thoughts and engage in meaningful discussions. 🗣️💬 **Staying in touch** Interested in finding out about all the events sooner than on Meetup or staying in touch beyond the events, you can join our WhatsApp channel and community using 👉🏽 [Deeper Connections WhatsApp Channel](https://whatsapp.com/channel/0029Vb6CBAdIN9ijrEYdv33z) 👉🏽 [Deeper Connections WhatsApp Community](https://chat.whatsapp.com/EqGsmF3021RKTwBpGcuR80) **Keep This Event Free 💝** If this event brings you something meaningful, you can help others access the same transformational experience. Whether it's £5 or £15, every contribution keeps these events accessible to everyone in our community. You'll find a QR code on your conversation sheet during the event, or you can contribute here #SupportYourCommunity 👉🏽 [Ko-Fi](https://ko-fi.com/deeperconnections) 👉🏽 [Buy Me A Coffee](https://buymeacoffee.com/deeperconnections) 👉🏽 [PayPal](https://www.paypal.com/ncp/payment/DDSNCCFCYUEB2)

**First meetup of the Columbus AI Engineering group.** We’ll kick things off with a practical, beginner-friendly discussion on: **How LLMs like ChatGPT actually work — and how to build real applications with them.** We’ll cover: * what’s actually happening under the hood (at a high level) * why LLMs behave the way they do (hallucinations, prompt sensitivity, etc.) * how people are building real systems with them today * where things break in practice This will be a **short, informal talk (\~15–20 min)** followed by open discussion and Q&A. Whether you’re an engineer, builder, or just curious about how modern AI systems work, you’re welcome to join. No slides, no fluff — just real conversation about real systems. We’ll hang out afterward and get to know each other.

**Caller: Kim Thompson** **Band: Full Moon Country Dance Orchestra** **Clinton Heights Lutheran Church** **15 Clinton Heights Ave, Columbus, OH 43202** WHAT IS CONTRA DANCING? Picture the Grand Ball scenes like you’ve seen in period films such as “Pride and Prejudice”, where the dancers are lined up in long lines, across from each other. That’s English Country Dancing, the predecessor of contra dancing. Now, add moves like “swing your partner” and “do-si-do,” like you’ve seen in square dancing. Set it to fabulous, high energy, live music with fiddles, guitars, percussion and more, alá “Riverdance.” Finally, set the whole scene down in the middle of Woodstock, with a hip, groovy atmosphere, a bit of tie-dye, and hints of counter-culture attitude. THAT’s Contra Dancing! Wear cool and comfortable clothes (you will get warm) and clean shoes that won't mark up our nice wood floor. Be sure to come for the beginner's lesson from 7:30 - 8:00, followed by dancing 8:00 - 10:30. All dances are taught; we will help you learn! Beginners always welcome, no need to bring a partner. Cost is $10.00 adults, $5.00 ages 12-26. Under 12 free. Free parking in church lot. For more information contact me or check out our website: [www.bigscioty.com](http://www.bigscioty.com/) Please bring your own refillable water bottle.

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

It’s time to take control of your mental health. How do you get rid of stress, anxiety and uncertainty? These emotions are buried deep in your reactive mind. Find out what the reactive mind is, and in the process find yourself. Have you ever suffered from a traumatic experience, a deep loss or been through a painful breakup? Has your ability to communicate suffered as a result? And after that, even though you "moved on" did you find that things were never quite the same? Have you ever looked at childhood photos, or reminisced your early life and wondered where that happiness and spark went? Are your emotions out of your own control? Have you ever felt, even if you aren’t aware of it, that possibly you are getting in your own way of your happiness and success? How does this affect your self-confidence? Find out what is at the root of all stress, anxiety, depression and self-doubt. Find out how and why you hold yourself back from achieving your goals and having the life you have dreamed of. As soon as you learn what is at the root of these unwanted conditions, you’ll see it is something you can DO something about. You will not be labeled or categorized at this MeetUp.

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow

Feeling down? Sometimes depressed? Can't focus? Negativity & stress? Recent losses? Creativity in career and personal life hindered by mental blocks? Sometimes we never fully recover from traumatic experiences. Whether it was yesterday, last week or a year ago, traumatic experiences - a loss of a loved one, losing a job, a breakup - can leave you scarred. You talk about it and feel a little better, but it never goes away. After you hang up the phone, it's still there; the sadness, the cloud, the over-thinking, the worry, the guilt. You try to focus, but you're blocked. You try to look forward into new experiences, new relationships but a cloud is hanging over you, casting a shadow on what you once considered a bright, cheerful future. What happened to your courage? Your strength of character? You're 'why not' attitude? Whoever said 'time heals' must have had a special time machine, because after weeks, months, years, you're wondering - when exactly does that kick in? Sometimes it seems like drinking or drugs are the way to go. But they wear off, and now the problem is still there with added side effects from the drugs. At this free local Meetup event we will talk about: * What causes grief, anxiety and depression to become chronic. * Is it possible to regain your joy and happiness even after traumatic experiences? * How to break away from negativity and focus on the future * What are the steps to take to get control of your mind and your emotions? Learn about a safe, gentle, do-it-yourself counseling that can be done in the comfort of your own home. Let's explore safe, effective solutions for healing from traumatic experiences. Be sure to click on the red "Attend" button below to come to the event. We look forward to seeing you there. This group is sponsored by the Dianetics & Scientology Life Improvement Center.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com