Network Engineering

**Looking for a business networking event in London?** Join us in **Covent Garden** for a quality business networking hosted by digital business card app GMax Card and web/eCom agency **Getshop Today**. **What to Expect** * **Connect with business owners, and B2B decision-makers** across industries in a relaxed, yet purposeful setting. * **Build valuable business relationships**, exchange ideas, spot market trends, and uncover new opportunities. * A **lightly structured event** \- not a formal conference\, nor a random pub mingle\. * An **atmosphere that feels high-quality yet relaxed,** with space for real business conversations. * Hosts are there from the start to **help with introductions.** **Who You'll Meet** * **Business owners and decision makers** from a range of industries * **B2B businesses**, service providers and companies looking to build partnerships and generate new opportunities * Local business owners across * Business professionals visiting London for business and commercial connections **How the Evening Flows** 18:30 - Arrival 19:00 - Short introductions 19:30 - Open networking 21:30 - Close Hosts are there from the start to **help with introductions.** **Venue - Sycamore Bar at Middle Eight Hotel** A stylish, design-led bar inside the 5-star Middle Eight Hotel in central London. Located in the Covent Garden/Holborn area, just a short walk from Holborn, Covent Garden and Tottenham Court Road stations, it offers a relaxed and refined setting for business networking. **Entry & GMax Cards** * Free RSVP: Event access only * Paid ticket (when available): Includes a contactless GMax Card (ask host to claim; not distributed automatically) **Dress Code** Business / smart casual **Hosted by:** [GMax Card - a digital business card](http://www.gmaxcard.com/) platform designed for modern networking and professional connections beyond LinkedIn. Share **all** your contact details through one simple link. **Important Info** * 18+ (ID may be required) * Photos/video by [CineEye Audiovisual Production Studio](http://www.cineeye.co.uk/) (inform us if you prefer not to appear) * Attendance is at your own risk. Organisers and the venue are not liable for any injury, loss, or damage. **Limited spots - register early!** Join our [WhatsApp group](https://chat.whatsapp.com/FJdEP809H5U8WQ4y4BLLS5?mode=hqctcli) to stay connected between events, and follow us on [LinkedIn](http://linkedin.com/company/gmax-card) for upcoming dates.

**Looking for a business networking event in London for property professionals and business owners?** Join us in **Covent Garden** for a quality networking evening hosted by a digital business card app GMax Card. **What to Expect** * Connect with **property professionals, landlords, and business owners** in a relaxed but purposeful setting. * **Build valuable business relationships** across the property and business ecosystem, exchange ideas, spot market trends, and uncover opportunities. * A **lightly structured event** \- not a formal\, overcrowded conference\, nor a random pub mingle\. * An **atmosphere that feels high-quality yet relaxed**, with space for real professional conversations. * Hosts are there from the start to **help with introductions**. **Who You'll Meet** * **Property professionals** and **landlords** \- residential and commercial * **Business owners** with property interests * **Property developers** and asset managers * **Architects and interior designers** * **Property management professionals** \- including block managers\, estate agents\, and letting agents * Finance and investment professionals active in **real estate and property** markets **How the Evening Flows** 18:30 - Arrival 19:00 - Short introductions 19:30 - Open networking 21:30 - Close Hosts are there from the start to help with introductions. **Venue - Sycamore Bar at Middle Eight Hotel** A stylish, design-led bar inside the 5-star Middle Eight Hotel in central London. Located in the Covent Garden/Holborn area, just a short walk from Holborn, Covent Garden and Tottenham Court Road stations, it offers a relaxed and refined setting for business and property networking. **Entry & GMax Cards** * Free RSVP: Event access only * Paid ticket (when available): Includes a contactless GMax Card (ask host to claim; not distributed automatically) **Dress Code** Business / smart casual **Hosted by:** [GMax Card - a digital business card](http://www.gmaxcard.com/) platform designed for modern networking and professional connections beyond LinkedIn. Share all your contact details through one simple link. **Important Info** * 18+ (ID may be required) * Photos/video by [CineEye Audiovisual Production Studio](http://www.cineeye.co.uk/) (inform us if you prefer not to appear) * Attendance is at your own risk. Organisers and the venue are not liable for any injury, loss, or damage. **Limited spots - register early!** Join our [WhatsApp group](https://chat.whatsapp.com/FJdEP809H5U8WQ4y4BLLS5?mode=hqctcli) to stay connected between events, and follow us on [LinkedIn](http://linkedin.com/company/gmax-card) for upcoming dates.

MCP is changing how developers build with AI, but we're just scratching the surface. Join us for an evening of talks that go beyond retrieval to explore what's actually possible when you give agents real tools, real constraints and real APIs. **Agenda** ​6:00 PM - Doors open, registration and networking ​6:10 PM - Welcome (Upsun & Cloudflare) ​6:20 PM - MCP: Context is Everything! - Carly Richmond, Elastic ​6:45 PM - Sandboxes: how to limit agents so we can use them more - Patrick Dawkins, Upsun ​7:00 PM - Break (Food & Drinks) ​7:30 PM - Cooking with MCP in VS Code - Liam Hampton, Microsoft ​7:55 PM - Efficient tools with MCP code mode - Confidence Okoghenun, Cloudflare ​8:15 PM - Open networking and drinks ​9:00 PM - Close 🗣️ ​**Talks** ​**MCP: Context is Everything! - Carly Richmond (Developer Advocate Lead, Elastic)** ​MCP is a powerful tool for giving LLMs capabilities to not just retrieve information, but to automate key actions based on relevant data. Let’s see how it can be used for retrieving relevant context and other activities such as observability. ​**Efficient tools with MCP code mode - Confidence Okoghenun (Senior Developer Advocate, Cloudflare)** ​Traditional MCP approaches choke on context windows: Cloudflare's 2,500+ endpoint API would require 1.17 million tokens. Code Mode flips the script by having LLMs write code against typed APIs instead of making direct tool calls, achieving 99.9% token reduction. Come learn how code mode works and how to optimize your MCP tools with it. ​**Sandboxes: how to limit agents so we can use them more - Patrick Dawkins (Principal Engineer, Upsun)** ​We want our agents to run longer and use more tools, but we're hampered by constant prompts for approval. Sandboxes are the practical middle ground: isolate the agent so you can stop watching every command and let it work. This talk covers what "sandbox" means, who provides them today and the Linux primitives that let you build one yourself. ​**Cooking with MCP in VS Code - Liam Hampton (Senior Cloud Advocate, Microsoft)** ​In this session Liam will show you how VS Code is fully supporting the MCP spec, from MCP Apps to sandboxing and elicitations. 📅 **Date and Time:** Thursday, May 14, from 6:00-9:00 PM 📍 **Location:** Cloudflare Address: 6th Floor, County Hall/The, Riverside Building, Belvedere Rd, London SE1 7PB, UK 👉 You can also register here: https://luma.com/eb8j6lhu ⚠️ Please make sure you provided your full name (no nicknames or abbreviations will be allowed) and to bring your ID card as it will be mandatory to show it upon check-in to security. Entry will be first come, first served. We recommend arriving early to make sure you get in. **⚡️ Interested in giving a talk? ⚡️** Have you ever considered presenting on your Elastic use case? We welcome 5-10 minute lightning talks, 45-minute deep dives, and everything in between. If you're interested, please submit via our [CFP](https://sessionize.com/elastic-meetups/) or send us an email at [meetups@elastic.co.](http://meetups@elastic.co./)

PLEASE NOTE YOU MUST book and pay for your ticket in advance at https://www.privateequitynetwork.co.uk/ The London Family Office & Private Equity Business Networking Committee would like to extend you an invitation to our May 2026 Networking Breakfast to be held in the private lounge of the famous Bonds of Mayfair - and hope you can join us for a delcious pre-work breakfast and productive networking to make new contacts and ideas for 2026+. We now have over 8000 diverse and relevant London members so it’s the perfect opportunity for making new third sector connections. PLEASE NOTE YOU MUST book and pay for your ticket in advance at https://www.privateequitynetwork.co.uk/ ALSO PLEASE NOTE we take most of our event bookings through our website and EventBrite so the numbers booked is much larger than displayed on this Meetup page (normally about 30-50 guests for our breakfast events).

**AI Security Summit London — May 14, 2026** **Join us on this event where we'll dive into working with real AI systems** **— understanding how they break, and how to secure them properly.** Expect live model exploitation demos, architecture teardowns from teams shipping AI at scale, and hands-on workshops where you’ll actively break systems — then fix them. From LLM security to AI red teaming and secure-by-default development, everything is grounded in real-world practice from people doing this work every day. **📍 Venue & Schedule** * CodeNode London * 🕘 9:45 AM – 4:30 PM * 🍻 Happy Hour until 7:00 PM **👩‍💻 Who Should Attend** This track is designed for hands-on practitioners, including: * Engineers building AI features and infrastructure * Application Security (AppSec) teams testing those systems * AI/ML engineers and researchers deploying and tuning models * Platform and architecture engineers managing pipelines and endpoints * AI security practitioners focused on detection and response **🧠 What You’ll Learn** * Threat modeling for AI/ML with real attack patterns and failure cases * Securing models, training data, pipelines, and inference endpoints — with concrete configs and code references * Live red team demos — including prompt injection, misuse chains, and model abuse scenarios * LLM security hardening — prompt safety, hallucination controls, and abuse mitigation techniques * Detection & monitoring playbooks — key logs, thresholds, and incident response strategies that work in production Join us in London to connect with fellow builders and defenders — and leave with practical knowledge you can use right away.

We are back! This is going to be a monthly IN PERSON meet up in London. A very big thank you goes to Accurx who is hosting us in their amazing Shoreditch offices. This will include access to facilities including coffee! 😻☕️ **Want to know more? 👇** As with all CoffeeOps, this is an interactive, chatty, build your own adventure type of meet-up. Instead of booking in experts to *learn* *from*, we gather a group of practitioners to ***learn*** ***with***. We have been running for over 4 years now and often get feedback that this is the most useful meetup people join! The event is approximately 90 minutes and always starts by brainstorming topics to discuss. The group then votes on the most relevant/interesting to them and we then cycle through the topics trying to discuss each deeply, but in a time bound slot. To get an idea of topics, you can check out our remote board [here](https://easyretro.io/publicboard/h404NF84Uje4tCcxpJdHr4Ycs9B3/a4a35d2b-181b-409b-832e-a729be1af79c). The general gist is anything is fair game, though we tend to revolve around software delivery and definitely lean towards the more Ops-y or DevOps-y side of things.

**The Unscented Transform: theory, extensions and practical application to Bayesian inference** We are delighted to have John Whitamore back at the Bayesian Mixer. Please register here: https://www.tickettailor.com/events/bayesianmixer/2154878 **Abstract:** How can we perform Bayesian inference without resorting to slow random sampling methods? Isn't there a nice, pragmatic way to use the geometry of a problem to use only a very small number of samples, placed deterministically? Isn't there a good, straightforward way to implement Bayesian models in practical settings? This talk explains the real-world problems that can be solved by the Unscented Transform. It begins with an intuitive introduction to Bayesian methods, discusses the Unscented Transform and connects the ideas to geometry, finite elements analysis and deep learning. **Bio:** John Whitamore is a Senior Data Scientist at Simply Business, a leading UK InsureTech firm. He has previously served as Head of Data Science for a leading food retailer, as Head of Trading and Systems for an investment management company and as Global Head of Convertible Bond Trading for a European investment bank.

**Looking for a high-quality business networking event in London on a Saturday?** Join us for an evening that blends business and social - professionals and founders mingling in style at the elegant Sycamore Bar at the 5-star Middle Eight Hotel, Covent Garden. Co-organised by London tech startups GMax Card, Ciitab and Getshop Today. **What to Expect** A social atmosphere, a business crowd, and a live DJ setting the tone. Our hosts are there from the start to help you find the right connections - whether you're after partnerships, clients, or new opportunities. High-quality networking on a Saturday night. **Meet and Connect with:** * Founders and entrepreneurs * Business owners and senior decision-makers * Professionals in finance, banking, and investment * Tech, digital, and product professionals * Local and international professionals based in London **How the Evening Flows** 18:30 - Arrival & welcome 19:00 - Short introductions 19:30 - Open networking & DJ 21:30 - Close Hosts will be available on arrival to help with introductions before the evening flows into open networking with music. **Venue: Sycamore Bar, Middle Eight Hotel** A refined, design-led bar inside the 5-star Middle Eight Hotel, located in the heart of Covent Garden - within walking distance of Holborn, Covent Garden, and Tottenham Court Road stations. **Dress Code** Smart or business attire. This is a Saturday night social in a 5-star hotel - dress to impress. Think client meeting meets night out. **Entry & GMax Cards** Limited free RSVP slots include full access to the event. Paid tickets - when available - include a contactless GMax Card and 1 drink. **Hosted by founder-built tech startups:** * **[GMax Card](www.gmaxcard.com)**[ - premium digital and contactless business cards](www.gmaxcard.com) * **[Ciitab](www.ciitab.com)**[ - AI-powered LinkedIn networking](www.ciitab.com) * **[Getshop Today](www.getshop.today)**[ - UK-built ecommerce platform](www.getshop.today) **Important Details** * **Age & ID: 18+.** ID may be required for bar purchases. * **Photos & Video:** The event may be filmed or photographed by [CineEye Audiovisual Production](www.cineeye.co.uk) for promotional use. Please inform the organisers on arrival if you do not wish to appear. * **Liability:** Attendance is at your own risk. Organisers and venue do not accept any responsibility for loss, injury, or damage to you or your property. **Limited spaces available - early booking recommended.** You’re also welcome to join [our Meetup group](https://www.meetup.com/london-entrepreneur-startup-network-tech-business-ecommerce/) and [follow us on LinkedIn](http://linkedin.com/company/gmax-card) for future events.

Shaping our future with AI. Creating opportunity through AI fluency, connection and community. No jargon. No hype. No confusing terminology. NOTE: This event will be focussed on the changing shape of software development. Everyone is welcome to attend but the content will be somewhat technical. **Join us for our next in-person meetup in London on Thursday May 14th.** Our theme for this meetup is **Reimagining Software Development with AI.** We're going to take a step back and think about the role we, the humans, play in the software development process now that coding agents have arrived. This event provides a small glimpse of the future, from the innovators who are challenging everything and rebuilding the process of software development from the ground up, with humans at the centre! **Where and When?** * Thursday, May 14th * Doors open at 18:00 * Talks start at 19:00 * AutogenAI, 123 Pentonville Rd, London N1 9LG **Talk 1: The Validation Gap: We Need A Better Way To Review AI Generated Code** (Robert Werner, Co-Founder & CTO Leapter) AI coding is fast. We're generating more code than ever. But more code means more code to verify, and agentic workflows are scaling that gap faster than review processes can keep up. The bottleneck didn't disappear. It moved from writing code to verifying logic. For most generated code, you can ship, test, and iterate. But what if we need to be sure? What about the code that runs our financial systems or decides if you qualify for a loan? It has to be right. Hope is not a strategy, we need to better ways to review code. In this talk Robert will share his recent innovations, experiments and insights with you. **About Robert:** Robert Werner is the CTO of an AI startup dedicated to shaping the future of AI-native software development. He has over 20 years experience focussed on Software Engineering, Developer Experience and Transformational Platform Engineering, across Fortune 500 companies and FinTechs. **Talk 2: Narrative Engineering: What Cognitive Science Actually Tells Us About Building with LLMs** (Sal Kimmich, Security Architect at Gadfly AI) We keep treating LLMs like search engines that hallucinate. That is the wrong category, and it produces the wrong engineering. LLMs are narrative generators. They do not retrieve facts or execute logic. They complete stories. That distinction is not philosophical. It determines what kind of system you can build with them and what kind you cannot. Neuroscience has been studying probabilistic, distributed, narrative-generating systems for decades. Most of the LLM engineering field is ignoring that work. This talk walks through cyberneutics, an open source methodology and repository built on the premise that we need a new engineering discipline for narrative computing the way software engineering emerged from symbolic computing. The theoretical foundations come from second-order cybernetics, distributed cognition, and Minsky's Society of Mind. The empirical validation comes from 2025 mechanistic interpretability research showing that reasoning models internally simulate multi-agent dialogue to reason better. The practical techniques come from iterative practice: adversarial committees, pipeline algebra with formal quality propagation, observer-aware interaction design. Three real lessons for practitioners building agentic systems: reliability is a property of the pipeline, not the prompt; repetition is latent space exploration, not failure; and if you want auditable AI reasoning, you need to externalise the dialogue structure, because the transcript is the explainability artifact. The discipline does not exist yet. This is what building it looks like. **About Sal:** Sal is a developer advocate for open source and passionate about helping engineers, ethical hackers and digital enthusiasts understand the complexity of modern software development. With over a decade of experience as building cloud-native machine learning pipelines in the healthcare and tech for good sectors, their work is now focused on filling the cracks in the open source software supply chain to build a better digital future for all of us. **Thanks!** We'd like to thank our sponsors [Leapter ](http://leapter.com/)and AutogenAI for making this event possible. **Code of Conduct** This event has a code of conduct that you can [review here.](https://aifortherestofus.live/code-of-conduct) By joining the community and registering for this event you agree to abide by our code of conduct. **Providing Your Name and Email** To register for this event you'll be asked to provide your email address. After the event you will be automatically subscribed to the newsletters from *AI for the rest of us* and Leapter GmbH. You can unsubscribe at any time (But why would you? They are really very good!)

London girlies… we’re doing it 🇬🇧✨ I’ll be in London **May 14–18**, and I’m hosting the **first-ever [Girlies in Tech dinner](https://luma.com/girliesintechdinner) in London**. If you’re a **designer, engineer, PM, founder, student, intern, or just generally a woman working in tech**, I’d love to meet you. These dinners are meant to be small, relaxed, and actually social — the goal is to meet new people and hopefully leave with a few new friends in tech. 📍 Dinner will be at **Agrodolce London**, a cozy Italian spot in **Fitzrovia** right in the **West End**. Think a little **West End girl energy.** It’s super easy to get to — just a short walk from **Goodge Street Station** on the Northern Line, and there are also tons of buses nearby. If you’re a student at University of London, senior level techie, live around the West End, or just want to come into town for dinner, you’re very welcome. A few quick details: 🍝 **Small dinner (11 seats total)** 🗓 **May 16, 2026** 💸 **Pay your own meal** (RSVP is free) These dinners have been a **hot commodity in the U.S.** — they’ve sold out quickly in **New York City**, **Chicago**, and **Washington, D.C.** — so I’m excited to finally bring one to London. Seats are limited, but if you’re interested, RSVP and come join us for a cozy Italian dinner with other women in tech. And if this one fills up quickly… I’ll definitely plan another London meetup in the future. If you have any questions, feel free to [reach out](https://www.linkedin.com/in/jrdnhrrsn/) 💛

AI has changed how we write code. Now the bigger question is: how does it change engineering itself? At [Sahaj Software](https://www.linkedin.com/company/sahajsoftware/)'s upcoming Devday in London, [Jyoti Singh](https://www.linkedin.com/in/jyotisingh7/) and [Ash Shakrani](https://www.linkedin.com/in/ash-shakrani/) will explore how AI assistants are being used across the software delivery lifecycle, from story refinement and solution design to implementation and code reviews. The session will also unpack: 🎯 Where should engineers rely on AI? 🎯 Where should they slow down? 🎯 And how do teams avoid handing over too much? 🗓️ **Save the Date:** 14th May, 2026 📍 **Location:** Sahaj Software, 1 Quality Court, London, WC2A 1HR 🕕 **Time:** 6:00 PM – 8:00 PM (BST) 🔗 [https://lnkd.in/ggWCTuKn](https://lnkd.in/ggWCTuKn) Curious about Intelligent Engineering? The 5 iE principles explained in under 3 minutes: Watch here- [https://lnkd.in/gPfyagri](https://lnkd.in/gPfyagri)) DevDay is a tech community event hosted to foster tech conversations, idea exchanges, and deep-dives in cutting-edge tech. 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/ai-coding-agents-more-than-a-code-generator/

We have three great talks lined up, plus time to chat and meet others in the community. We can’t wait to see you there! We want NSLondon to be welcoming to everyone and support a broad range of voices. To help address existing imbalances in attendance, we’re offering a limited number of **early-access spots to women, non-binary people, and others who are currently underrepresented** in the iOS developer community. You can request one of these spaces by filling in [this form](https://docs.google.com/forms/d/e/1FAIpQLSfkWvVomYXUwESWHet2HDxTia4euvYcP2WKtkVQLXCzjmtbvA/viewform) before RSVPs open for general availability. (**Update:** This form is now closed.) **💬 Talks:** **Raphael Velasqua** — “Claude as Your iOS Pair Programmer” *What if your codebase could teach Claude how your team codes — not just generic Swift? A glimpse of scaffolding, writing reliable tests and more with Claude.* **Paul Shone** — “Turning Applications in to Apps: Tips on getting hired in a changing marketplace” *Join Paul Shone, Co-Founder of Pixelated People, a recruitment leader with over 15 years of experience in building world-class mobile engineering teams. Paul shares invaluable insights on how to standout and secure your dream job in this changing and competitive job market. If you are a job seeker aiming to land the perfect role this session is packed with actionable advice that will set you apart from the competition.* **Vadim Popov** — “From ARKit to Vision – How Far Can You Push the iOS Camera” *This talk explores how far you can push the iOS camera by rebuilding core camera features using AVCaptureSession, comparing real-time face and skeleton detection across ARKit, Vision, and MediaPipe, and diving into live image analysis like sharpness, brightness, and composition scoring with Vision and Accelerate. It also reflects on what users actually value in a camera app, sharing practical lessons and missteps from the journey.* **🕓 Schedule:** 6:30 PM Arrival and check-in at JustPark reception 7:00 PM Presentations start 9:00 PM Continue the conversation at the pub (TBA) * **Arrival Time:** Arrive at 6:30 PM to complete the check-in process. If you need mobility assistance, let us know at least one day in advance. * **Check-in Process:** Go to JustPark reception. Provide your full name and mention the NSLondon event to receive your badge. * **Full Names Required:** Ensure your Meetup profile has your full name or send it to us in a private message at least 48 hours before the event. * **Late Arrival:** A JustPark staff member will guide us to the event space. If you arrive late, you may need to wait. 💎 **Acknowledgments:** We'd like to thank JustPark for their generous support in hosting this event. NSLondon is a community-driven group and needs your support! Contact us for information about venues, speakers, or sponsorships. Feel free to reach out with any questions. See you there! Please read our [Code of Conduct](https://nslondon.com/coc). MC: Aled Samuel

**The main event: MxLDN** * **Date:** Wednesday 16th September 2026 * **Time:** 18:00 - 20:00 * **Location:** Dotdigital Offices, 9th Floor, 1 London Bridge, London SE1 9BG **Drinks & games:** * **Date:** Wednesday 20th May * **Time:** 20:30 - 22:00 * **Location:** Bermondsey Bierkeller, 2, 4 Tooley St, London SE1 2SY **About MxLDN** 20th May, Dotdigital's office, London Bridge, be there or be square! MxLDN is a bi-monthly event, open to anyone in the Magento and Adobe Commerce world – developers, merchants, marketers, agencies, you name it… We welcome speakers who dive into the detail of what's actually happening in eCommerce right now. Get in touch via hello@mxldn.co.uk if you'd like to speak at one of our future events. We host open conversation over free pizza, free beer…what more could you want? More? Here you go then, after the talks we’ll head down to Bermondsey Bierkeller for some post-event drinks and games hosted by Hypernode! There’ll be air hockey, digital darts, pool tables and shuffleboards galore! Save the date. See you there! Presented by: JH, Hÿva & Dotdigital Reach out to us via email us at **hello@mxldn.co.uk**

**The main event: MxLDN** * **Date:** Wednesday 15th July 2026 * **Time:** 18:00 - 20:00 * **Location:** Dotdigital Offices, 9th Floor, 1 London Bridge, London SE1 9BG **Post event drinks & games:** * **Date:** Wednesday 20th May * **Time:** 20:30 - 22:00 * **Location:** Bermondsey Bierkeller, 2, 4 Tooley St, London SE1 2SY **About MxLDN** 20th May, Dotdigital's office, London Bridge, be there or be square! MxLDN is a bi-monthly event, open to anyone in the Magento and Adobe Commerce world – developers, merchants, marketers, agencies, you name it… We welcome speakers who dive into the detail of what's actually happening in ecommerce right now. Get in touch via hello@mxldn.co.uk if you'd like to speak at one of our future events. We host open conversation over free pizza, free beer…what more could you want? More? Here you go then, after the talks we’ll head down to Bermondsey Bierkeller for some post-event drinks and games.There’ll be air hockey, digital darts, pool tables and shuffleboards galore! Save the date. See you there! Presented by: JH, Hÿva & Dotdigital Reach out to us via email us at **hello@mxldn.co.uk**

**PLEASE BUY TICKETS THROUGH EVENTBRITE. RSVP THROUGH MEETUP IS NOT A TICKET PURCHASE CONFIRMATION.** Strive welcomes you to 'General Business Networking', Columbus' hottest networking event! We are set in the perfect central location in Downtown for all to join. Are you interested in business? Want to elevate your career? Meet Consultants, Analysts of all types, Bankers, Software Engineers, Entrepreneurs, and more who are active in the space or are eager to get started. **\*\*This will be a multi-vertical event\*\*** **There will be professionals with backgrounds in the arts, finance, tech, real estate, healthcare, and more. Come with an open mind, and leave with connections that wouldn't be possible otherwise!** Pack some business cards and come with an open mind! Meet your future business partners, employers, coworkers, investors, and friends. You don't want to miss this opportunity to expand your network and create a brighter future. We will have a space for our event to check-in. The event will go from 6:00 PM - 8:00 PM (feel free to come at any point in this timeframe). Name tags will be provided. Business casual dress code. Job fair attire. **Remember, it's not who you know, it's who you meet tomorrow!** We look forward to meeting you at the event! Sincerely, Strive Networking Team *Refund requests are permitted up to 24 hours after purchase, so long as we are not within 48 hours before the event start time. Refunds will be made in full and repaid to your method of payment. Note that we are unable to reimburse PayPal fees.* *Disclaimer: By attending Strive Networking events you agree to photos/videos taken during the event being used to promote future events.*

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

**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** TBD **YouTube Link** TBD

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.

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!