Computer Science

*this event is advertised elsewhere so there will be more people coming than stated* **✨ Welcome to Conundrum Corner at The Union Jack pub, Southwark! ✨** Step inside and join a gathering *of* open minds and kind hearts. Whether you bring a conundrum of your own that you are experiencing or simply your listening ear, you’ll find a welcoming space to share, reflect, and explore life’s tricky questions together. 🌿 **What to expect:** * You’re invited to share a conundrum, dilemma or question that you yourself are experiencing. * We’ll vote on three intriguing ones to explore more deeply. * With a few extra details in hand, we’ll break into small groups for thoughtful discussion. * Then, we’ll come together as one big group to share insights, perspectives, and perhaps even some fresh solutions. The atmosphere is **analytical yet empathetic, thoughtful yet light-hearted**, and always non-judgmental. Whether your conundrum is personal, professional, or just a head-scratcher, we’re here to help unravel it together. 💸 There’s no set fee to attend, but we do ask for donations on the night to cover costs - which are warmly appreciated! 🍷 Please also support our lovely hosts, Jade and co., by buying yourself a drink at the bar (and food’s available if you fancy a bite). 💡 **What’s a conundrum, you ask?** A conundrum is any dilemma, crossroads, or confusion in your life—big or small. It could be a **"chicken and egg"** situation, a **"catch-22"**, or a **"have your cake and eat it"** kind of puzzle. Sometimes, life just throws us complex, messy questions—and that’s what we’re here to navigate together. Once our deep discussions wind down, we’ll slip into **pub mode**—a chance to relax, connect, and continue chatting with newfound friends. **🛡️ Code of Conduct - *please note*** Conundrum Corner is committed to providing a safe and respectful environment for all attendees. Any abuse, harassment, or inappropriate behaviour towards other attendees, whether during the event or in any contact related to the event afterwards, will result in permanent removal from the Meetup group and exclusion from future events. Come along for an evening of intriguing conversations, fresh perspectives, and a touch of serendipity. Looking forward to seeing you there! Helena x

Have you ever wanted to be immersed within either the city or nature in the form of a walk and socialise at the same time but for Charity? If so, this may be the right walk for you. Welcome to the first CHARITY WALK event where you have the opportunity to not only explore the scenic routes I may create but also partake in this for charity. 

With this particular walk, it is in association with ‘The Cinnamon Trust’ charity organisation that specialises in aiding the terminally ill & elderly as well as their pets by offering their support and ensuring both parties don’t feel the sorrow from departing from one another. The walk is a long one where it starts from Greenwich and finishes at Battersea. At the same time, we’ll be passing through certain points of interests and many other beautiful parks. If you want to find out more about ‘The Cinnamon Trust’ and/or if you want to donate to help an elder person, terminally ill person and pet, feel free to check it out at https://cinnamon.org.uk/about-the-trust/ 

Starting point: Greenwich
Ending point: Battersea
Walking length: 8 miles at most
Duration: 3 hours +
Required clothing: Smart casual, comfortable shoes and a jacket in case it gets cold
Departure: 20 minutes after the meeting time. 

WHAT - Charity walk
WHERE - Greenwich to Battersea
WHEN - 2pm - 8pm
MEETING POINT - Near the Cuttysark Ship
NEAREST STATION - Cuttysark for maritime Greenwich station REQUIREMENTS - Just your good behaviour is all and whatever is listed above for the walk. Maybe bring your ID if we do an aftermath. PRECAUTIONS - This is quite a long walk so do be sure if you want to partake in the walk.

 Disclaimers: Please be on your best behaviour and respect one another. This group doesn’t tolerate any misbehaviour and misconduct. Should such a thing take place, you will be removed. If you ask a question that either already has the answer to it or doesn’t relate to the event at all, I won’t respond. Whenever an event takes place, I will cut off contact 30 minutes after the event commences. If you message even 1 minute after the cut off time, I won’t be available as I’m conducting the event. There will be photography and videography by myself so if you are photo conscious and/or do not want to be in the video, do kindly inform me and I’ll try my utmost best to not involve you in the picture. Let’s all be responsible but please be aware you come at your own risk. Do be mindful of your possessions, belongings and most importantly, your safety. The ‘London society of explorers’ accept no risk of liability at this event.

Join us for another Holiday Special Bonus session at The Liberty Bounds Wetherspoon, Tower Hill. ☀️ I’ll put table number in the group discussion. 🍻

***WARNING*** *If you are new to our Meet Up or haven't attended any class for months, please, BEFORE signing up to a conversation class, send an email in French to Christian at frenchlondonexperience at gmail dot com ; Anyone -* aforementioned - *signing up to a class before getting an agreement will be removed from the list. Thanks for your cooperation.* You want to improve your fluency, your pronunciation and your French skills? You want to get more vocabulary, knowledge and understanding of French, the French and France? You want to speak on various topics with the support of a French native tutor? Each week, we come up to a different theme. It pushes your conversation skills up. It helps you to speak about many topics and to interact in French in multiple contexts. Regular attendees learn a lot, make improvements and are able to have a chat about numerous topic! The bonus, you will be able to ask questions to an authentic French native! **THE CLASS:** This is a face-to-face conversation class lasting 60 minutes run by a French native & professional tutor (in London since 2016). This is a Conversation Class dedicated to French learners who struggle to have a spontaneous conversation. If you think your French is rusty, if you feel not really comfortable to interact among a group of other French speakers, this class is for you (if not sure, send a message in French to the organiser). The class goes on an adapted pace with a first part dedicated to a chit-chat and then we'll focus on a short text to learn about French culture and the language. We approach the theme, read a short text (you get a copy for the session), speak, learn vocabulary and things about French culture. The theme is always linked to French, the French and France. At the end, we wrap up and keep a few minutes for some miscellaneous questions. After the class, you will get an email with a list of vocabulary (some words / expressions seen along the class). This is a very small group class: maximum of 4 attendees and a minimum of 2. So you will speak directly to the tutor. During the class, the tutor helps you to structure and improve your phrasing, and to develop your understanding. **IMPORTANT** If you are new to our Meet Up, please send ASAP an email at frenchlondonexperience at gmail dot com to introduce yourself, to check your level, to confirm your space and to get the Bank details for payment. **PRICING:** You can pay each time or by block (then you save money) \- £15 per session \(to be paid when signing up by bank transfer \- Bank details on request\) \- £60 for 6 sessions \(to be used within 3 months \- to be paid in advance by bank transfer \- Bank details on request\) People who sign up without paying will be removed from the list. If, after your first attendance, you decide to subscribe to the offer of £60 for 6 classes, you add £45 and then you incorporate your first class in the subscription. The pricing is made to encourage you to attend more regularly as improvements will come with regularity. **TERMS & CONDITIONS** If you are to join, you are more than welcome to sign up. But, please, if you have an unforeseen hitch, up date your status as soon as possible. As spaces are limited, if you don't turn up or if you cancel at the last minute, a space is wasted. Thanks for helping. \- Fees are payable at the booking \- No refund \(exchange for cancellation more than 12 hours before the start of the event\) \- No refund\, no exchange for late cancellation \(less than 12 hours\) or non\-attendance \- People who don't turn may be banned\. If the session is fully booked, please put your name on the waiting list but ONLY if you are sure to be able to attend the session. As soon a space becomes available, even at the very last minute, you will be on the attendance list. Then you will be expected to attend the session and it will be due, even if you don't actually attend. Thanks for your cooperation and thanks for understanding. Follow French London Experience [http://www.facebook.com/frenchlondonexperience/](http://www.facebook.com/frenchlondonexperience/) [https://www.instagram.com/frenchlondonexperience/](https://www.instagram.com/frenchlondonexperience/) [https://twitter.com/FLE_Christian](https://twitter.com/FLE_Christian) https://www.youtube.com/channel/UC0ZB8-AhXTeqNF9MwEySmeg Website: [www.frenchlondonexperience.com](http://www.frenchlondonexperience.com/)

**BOOK HERE**: https://sportas.co.uk/games/48278 **Game Description:** 🧡Come and join us for a casual friendly & social badminton session in Archway. This venue consists of 4 courts in total. 🚨Directions🚨 📍Enter via Thornbury Square road and walk all the way downhill. (Note: you won’t be able to enter through the school!) 🚶‍♂️10 minute walk from Archway or Highgate tube stations (Northern Line) 🚗 Free car parking on site 🚿 Showers, changing rooms, water fountain & toilets are available in **Rules** 🏸The session is for mixed ability players so please be positive and encouraging to all players. We highly encourage you to read the rules for classic doubles prior to the session so we can run the games smoothly. 👯‍♀️We play doubles for the whole time and keep rotating courts so everyone gets to play with each other. We use Yonex Mavis 300 Nylon Shuttle cocks. We also have a few spare rackets.

***WARNING*** *If you are new to our Meet Up or haven't attended any class for months, please, BEFORE signing up to a conversation class, send an email in French to Christian at frenchlondonexperience at gmail dot com ; Anyone -* aforementioned - *signing up to a class before getting an agreement will be removed from the list. Thanks for your cooperation.* You want to push up your fluency, your pronunciation and your French skills? You want to get more vocabulary, knowledge and understanding of French, the French and France? You want to speak on various topics with the support of a French native tutor? Each week, we come up to a different theme. It pushes your conversation skills up. It helps you to speak about many topics and to interact in French in multiple contexts. Regular attendees learn a lot, make improvements and are able to have a chat about numerous topic! The bonus, you will be able to ask questions to an authentic French native! This class is for French speakers with an Intermediate level. **THE CLASS:** This is a face-to-face conversation class lasting 90 minutes run by a French native & professional tutor (in London since 2016). The whole class happens in French and is dedicated to French speakers with an Intermediate level (if not sure, send a message to the organiser). The tutor helps you to structure and improve your phrasing, and to develop your understanding. During the class, first, we dedicate some time for a little introductory chat. Then, we approach the theme, read a text (you get a copy for the session), speak, learn vocabulary and things about French culture. The theme is always linked to French, the French and France. At the end, we wrap up and keep a few minutes for some miscellaneous questions. After the class, you will get an email with a list of vocabulary (some words / expressions seen along the class). **IMPORTANT** If you are new to our Meet Up, please send ASAP an email in French at frenchlondonexperience at gmail dot com to introduce yourself, to check your level, to confirm your space and to get the Bank details for payment. **PRICING:** You can pay each time or by block (then you save money) \- £15 per session \(to be paid when signing up by bank transfer \- Bank details on request\) \- £60 for 6 sessions \(to be used within 3 months \- to be paid in advance by bank transfer \- Bank details on request\) People who sign up without paying will be removed from the list. If, after your first attendance, you decide to subscribe to the offer of £60 for 6 classes, you add £45 and then you incorporate your first class in the subscription. The pricing is made to encourage you to attend more regularly as improvements will come with regularity. **TERMS & CONDITIONS** If you are to join, you are more than welcome to sign up. But, please, if you have an unforeseen hitch, up date your status as soon as possible. As spaces are limited, if you don't turn up or if you cancel at the last minute, a space is wasted. Thanks for helping. \- Fees are payable at the booking \- No refund \(exchange for cancellation more than 12 hours before the start of the event\) \- No refund\, no exchange for late cancellation \(less than 12 hours\) or non\-attendance \- People who don't turn may be banned\. If the session is fully booked, please put your name on the waiting list but ONLY if you are sure to be able to attend the session. As soon a space becomes available, even at the very last minute, you will be on the attendance list. Then you will be expected to attend the session and it will be due, even if you don't actually attend. Thanks for your cooperation and thanks for understanding. Follow French London Experience [http://www.facebook.com/frenchlondonexperience/](http://www.facebook.com/frenchlondonexperience/) [https://www.instagram.com/frenchlondonexperience/](https://www.instagram.com/frenchlondonexperience/) [https://twitter.com/FLE_Christian](https://twitter.com/FLE_Christian) https://www.youtube.com/channel/UC0ZB8-AhXTeqNF9MwEySmeg Website: [www.frenchlondonexperience.com](http://www.frenchlondonexperience.com/)

**Buy your ticket with the App below** **it's cheap and easy** https://play.google.com/store/apps/details?id=com.c2c.digital.c2ctravel **Meeting Point** 👉 **12 : 00 am** **Liverpool Street Station** platform 11 https://maps.app.goo.gl/oSp3yyUTGNwQwkK67 What's Happening if you miss the train ? NO WORRIES ! take next train, we will share our location in the comments **WHATSAPP GROUP** Follow this link to join my WhatsApp group: https://chat.whatsapp.com/BRn9gWhrnzfL2xJPe4qmwl **About** It's a bank holiday and we want to take a break from the big city. So join us for an outdoor walk by the beach side with complementary coffee ☕️and pancake 🥞 and a pint of beer 🍺 later on by the pub of course we suggest you bring your own booze and drink as we are going to have a picnic by the beach ️Let's go to the beach-each, let's go get a wave 🙌 They say, what they gonna say 💃🕺 🏊‍♂️ let's go to the beach ⛱️🍦🍨 they say what they gonna say 🍺🍺 let's go get a wave 🦋🍒🍉 Hey hey folks As you can see, this Sunday is going to be a hot day and instead of having a usual picnic by the park we have arranged a day trip by the beach 😎 ⛱️Pack food and a blanket for an afternoon of friendly conversations with like-minded people in a beautiful outdoor setting. 🏊‍♂️ Whether you'll bring a homemade dish to share (don't forget your reusable utensils!) or just some snacks, come meet new or old friends, bask in the sun, and enjoy the beautiful beach

We're excited to invite you to ***our next Meetup***! Join fellow graph enthusiasts, Neo4j developers, and members of the AI community as we explore how graphs, knowledge graphs, and context engineering can unlock smarter applications and better answers. We look forward to connecting with the community to exchange ideas on graphs, tech, and AI - join the discussion! Session 1: **From Weak Assistants to Super Agents** Sefik Serengil, Senior Software Developer - Neo4j Session 2: tbd

Do you have spare books lying around your home? Do you want to read new interesting books for free while socializing with interesting people? This is the event for you. We will enjoy nice drinks and snacks together at a beautiful lounge bar in London. You can bring your books and exchange them with whoever has the books you want to read. Since this is a Science and Philosophy book club, it would be great for you to bring non-fiction books that are insightful and thought-provoking. If you want to bring fiction books that are scientifically or philosophically insightful, feel free to bring those as well. Since it is a social event, I encourage everyone to make deep meaningful conversations and make new friends. You can come alone or bring your friends with you. If you come alone, there is no need to be shy or scared. I will welcome you and introduce you to cool interesting people to speak with. Also feel free to come even if you forget to bring any books.

**Venue:** Riverbank House, 2 Swan Ln, London EC4R 3AD **Please note:** 1\. 🚨🚨🚨 A valid photo ID is required by building security\. 🚨🚨🚨 2\. This event follows the [NumFOCUS Code of Conduct](https://numfocus.org/code-of-conduct). Please familiarise yourself with it before attending. If your RSVP status says "You're going" you will be able to get in. No need to show your RSVP confirmation when signing in. If you can no longer make it, please unRSVP as soon as possible. **Code of Conduct:** This event follows the NumFOCUS Code of Conduct. Please get in touch with the organisers with any questions or concerns. As always, there will be free food and drinks, generously provided by our host, Man Group. **Main Talks** 1. [Robin Linacre](https://www.linkedin.com/in/robinlinacre/) - **Rapid deduplication and fuzzy matching of large datasets using Splink** This talk introduces Splink, a free and open source Python library for probabilistic record linkage and deduplication at scale. I’ll explain the core ideas behind the approach, show how it can be used in practice, and reflect on the opportunities of building open source tools from within the public sector. Data deduplication is a common data quality challenge: it arises whenever multiple records are collected about the same person, organisation, or entity without a shared unique identifier. This talk will introduce the core ideas behind probabilistic record linkage and show how Splink, a free and open source Python library developed at the UK Ministry of Justice, can be used to link and deduplicate large datasets quickly and accurately. I’ll cover the practical steps involved in training linkage models, using unsupervised learning, improving performance and accuracy, and visualising results and diagnostics. I’ll also touch on what it has been like to build and maintain open source tooling from within the UK public sector, and the opportunities this creates for solving problems at citizen scale. The talk is aimed at people with basic experience working with tabular data in Python, and assumes no prior knowledge of record linkage. 2. [Filip Makraduli](https://www.linkedin.com/in/filipmakraduli/) - **Small Model Inference Infrastructure: Lessons Beyond vLLM** Embedding models are evolving rapidly, from dense-only architectures, to hybrid dense+sparse (BGE-M3), multi-vector late interaction (ColBERT), and vision-language models (ColQwen2, SigLIP). Yet while LLM serving infrastructure is well-established (vLLM, SGLang), small model deployment still relies on inefficient single-model containers or custom-built systems. Production teams face a dilemma: deploy dozens of single-model containers with 5-10% GPU utilization, or invest months building complex multi-model infrastructure. This talk explains some of the key concepts of embedding inference and how it is different to LLM inference. 3. [Ian Ozsvald](https://www.linkedin.com/in/ianozsvald/) - **Build your own LLM, Live, with MicroGPT** Andrej Karpathy's MicroGPT is a single file no dependency mini GPT, you can run it live with me. We'll talk about how GPT works, we'll look at the code, we'll reflect on the Torch-based nanoGPT "big brother" and you'll end the talk with stronger intuitions about how our next best token guessing overlords are working. Plus you'll have a mini GPT running on your laptop in 200 lines of Python. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Logistics** * Doors open at **6.30 pm** (get there early as you'll need to sign in with building security). * Talks start at **7:00 pm**, with drinks afterwards from **9:00 pm** at The Banker (EC4). We have reduced capacity for this event, but there will be plenty of people to discuss data science questions with. Please unRSVP in good time if you realise you can't make it. We're limited by building security on the number of attendees, so please free up your place for your fellow community members. If you want me to trim lightning talks down to two or shorten any abstracts, say which ones.

Would you enjoy a relaxed evening with fellow Science Fiction and Fantasy fans? If so, we’d love to meet you. Our next gathering takes place on **Saturday 9th May from 6pm** at **The Mad Hatter**, just by Blackfriars Bridge. Drop in, say hello, and join us for a drink. We’re a long‑running group that’s been meeting since **1998**—long before meetup sites existed. Over the years we’ve hosted celebrity meet‑and‑greets, attended conventions together, run role‑playing games, organised cinema trips, LARPs, and plenty more. These pub meetups are all about socialising and connecting with other Sci‑Fi and Fantasy enthusiasts. To help break the ice, we’ll be running a fun **team quiz at 8.30pm**. There’s no fee to attend—just pay for whatever food or drink you order at the venue.

Hello and welcome to our next **GenAI UK x Cloud Native & Open-Source AI** meetup. This event brings together engineers, practitioners, builders, and leaders working across cloud-native platforms, open-source ecosystems, Gen AI, Data and Agentic AI. Our meetups are friendly, welcoming, and community-driven; everyone is welcome, whether you’re experienced or just curious. This session will include practitioner talks, demos, Q&A, and time for networking with like-minded peers. We run bi-monthly in-person meetups in London, bi-monthly online global events, and regional chapters across the UK, North America, and APAC. Food and refreshments will be provided for in-person events where a host venue is supporting. We are delighted to host this event in **London** on the **7th of May** with Netmind AI NetMind XYZ ([https://xyz.netmind.ai/](https://xyz.netmind.ai/)) is NetMind.AI's new agent platform where you can create your agents with just natural language. Agents on NetMind XYZ can now join moltbook. **Speakers and Sessions:** Speaker: Xiangpeng Wan, Product Lead at Netmind.AI Session Title: Enterprise Agentic Application Layer - Leveraging Claude Code Paradigms Description: The March 2026 Claude Code leak exposed the blueprints of enterprise-grade AI agents, revealing advanced paradigms like Multi-Agent Swarms, Context Engineering, and IDE Bridges. While the codebase remains legally untouchable, its architectural concepts are rapidly accelerating open-source infrastructure. This presentation dissects these core mechanics to highlight a critical strategic pivot: stop reinventing frameworks and start building applications. As underlying agent infrastructures become commoditized, the true competitive advantage now lies in integrating domain knowledge and optimizing UX. Join us to learn how to leverage these battle-tested philosophies to dominate the application layer, turning "radioactive code" into actionable product strategies. Speaker: Richárd Kovács, CTO at Harikube Session Title: From Orchestration to Platform: The Missing Puzzles to Unify Polyglot Services on Kubernetes. Description: Imagine a world where Kubernetes itself becomes the unified platform—not just for container orchestration, but for serverless functions, microservices, and the entire API ecosystem. This presentation explores the missing architectural pieces required to make that world a reality. We focus on the architectural puzzles required to unify these layers: serverless functions, specialized Kubernetes Operators, and the powerful Aggregation API layer. By solving these integration puzzles, you can empower development teams to build real Cloud-Native nanoservices, microservices, and REST APIs on the same PaaS, in any language they choose, turning Kubernetes from a simple orchestrator into a powerful, opinionated application platform. **Agenda (GMT /UK ):** * 18:00: Welcome and refreshments * 18:30: Introduction - Ethan Sumner * 18:35: Richárd Kovács * 19:10: Break * 19:20: Frank Contrepois * 19:55: Close and Networking **Get Involved:** We are always keen to hear from: • Speakers — case studies, engineering deep dives, lessons learned, open-source talks • Hosts — organisations able to provide space for future meetups • Sponsors — support with refreshments, marketing, or accessibility If you would like to speak, sponsor, or host a future event, please get in touch with **[Ethan Sumner](https://www.linkedin.com/in/ethansumner404/)**[ ](https://www.linkedin.com/in/ethansumner404/)via LinkedIn. You can find our YouTube Channel **[here](https://www.youtube.com/@CommunityStackHQ)[.](https://www.youtube.com/@CommunityStackHQ)** This community forms part of the **[Community Stack ecosystem](https://www.meetup.com/pro/generative-ai-uk-community/)**[ ](https://www.meetup.com/pro/generative-ai-uk-community/)and follows the Community Stack Code of Conduct to ensure a respectful, inclusive, and welcoming environment for all attendees.

Join us on Wednesday 6th May for our next AI Exchange event, hosted by AWS at their Holborn HQ. Here's what's on the agenda: **[Nova Intelligence](https://www.novaintelligence.com/)** are tackling a problem that doesn't get talked about enough, most AI agents simply weren't built to work with enterprise software like SAP. Their talk discusses how they have solved that, and what it looks like when AI works as well in the enterprise world as it does everywhere else. **[WeBuild-AI](https://www.webuild-ai.com/)** are making the case that bigger isn't always better. Their talk breaks down how small language models, through distillation, fine tuning and low rank adaptation, can deliver the same results as larger models, at a fraction of the cost. **[AWS](https://aws.amazon.com/)** are tackling the question underneath all the others, not how to use AI, but what it's doing to the human mind. Their talk explores how cognition is shifting, which human traits become more valuable as AI takes on complexity, and what genuine human AI partnership actually looks like. As always, doors open at 6:30pm and talks start at 7pm sharp. We have a tight capacity for this event, so please RSVP as soon as you can to secure your space. **Agenda:** **[Marcello Urbani](https://www.linkedin.com/in/marcello-urbani-4730b75/?skipRedirect=true) @ [Nova Intelligence](https://www.novaintelligence.com/)** "**Bringing Agentic AI to the SAP Ecosystem"** Most enterprise software wasn't built with AI agents in mind — and mainstream agents weren't built for enterprise software. SAP is the sharpest example: code lives in the system, not a filesystem, and git-based workflows simply don't apply. Nova closes that gap — an agentic assistant that speaks SAP natively. This talk covers the mismatch problem, how we designed Nova around SAP's environment, and what it looks like when an AI agent finally works as well on SAP as it does on mainstream systems. Bio: Marcello is a software engineer with over two decades in the SAP ecosystem, most of them building DevOps tooling at Basis Technologies. Last year he joined Nova Intelligence to focus on AI applied to SAP systems. An active open source contributor, he is best known for abapfs, a VS Code plugin that enables ABAP development directly in the editor. **[Adel Rahimi](https://www.linkedin.com/in/adelr/) @ [WeBuild-AI](https://www.webuild-ai.com/)** "**Small Language Models: Practical AI for the Real World"** Large language models have dominated the AI conversation, but a quieter revolution is underway. In this talk, we'll explore the rise of small language models and why they matter now more than ever, from reduced infrastructure costs to data sovereignty and the ability to run AI on-premise or at the edge. We'll dive into the techniques that make small models punch above their weight, including distillation, quantisation, fine-tuning and low-rank adaptation. Whether you're navigating regulatory constraints, working with limited compute, or simply looking for a more practical path to production AI, this session will give you the tools to think smaller and smarter. Bio: Adel is a Principal Engineer at Webuild-AI. He has a decade of experience in building and scaling AI and ML solutions at different industries and different company sizes, ranging from series A to unicorns and more recently he was a Sr. AI Engineering Manager at Procter & Gamble. He has also published several research papers in the areas of AI Explainability and NLP and is an advocate of safe and explainable AI. **[Elliott Almeida](https://www.linkedin.com/in/elliott-almeida/) @ [AWS](https://aws.amazon.com/)** **"The Cognitive Partnership: How AI is Reshaping Human Intelligence"** This session explores the profound psychological transformation at the intersection of human cognition and artificial intelligence. Moving beyond tactical implementation, we examine how AI is fundamentally altering our cognitive identity and which human psychological profiles naturally thrive in AI collaboration. Drawing on the "Missing Middle" philosophy and the tension between cognitive offloading and scaffolding, we investigate the paradox of augmentation: as AI handles increasingly complex cognitive tasks, what uniquely human capacities become more valuable? We hope to see you there for another great AI filled evening! **Sponsors...** The AI Exchange is brought to you in partnership with[ LinuxRecruit](https://www.linuxrecruit.co.uk/) and[ AWS.](https://aws.amazon.com/) LinuxRecruit is building the next wave of Tech Unicorns in Europe. Whether you're hiring or exploring your next opportunity, [get in touch](https://www.linuxrecruit.co.uk/jobs). The types of roles we have currently are across Founding Engineers, Engineers across Product, Software, AI/ML, Data and Platform Infrastructure/DevOps.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**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: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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

Bienvenue! Columbus French Conversation group invites you to our Saturday morning French conversation club. Expect a casual and welcoming atmosphere in which to learn french! I will bring my laptop so we can look up new vocabulary as needed! The venue is a beautiful French restaurant so you can really get into the zone :)

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).