Network Engineering

# Software Engineering Through Continuous Crisis: What AI Changes and What It Doesn't Join us for an exclusive Innovators Guild event exploring how AI is reshaping engineering, software development, and the future of tech careers. This session features leaders from DataArt and Marketing Pot, sharing insights from 25+ years of technological disruption. 🔗 RSVP: https://luma.com/v6yum32a 🔍 What You’ll Learn * How AI is changing the role of engineers * What “AI‑assisted development” and “vibe coding” actually mean * How delivery models are evolving in the AI era * Why software economics may shift dramatically in the next 5 years * How AI is disrupting marketing across industries * Which skills will matter most for future tech careers 🎤 Speakers **Dmitry Bagrov** — UK Managing Director, **DataArt** Bringing experience leading through the dot‑com crash, 2008 crisis, COVID, and now the generative AI wave. **Alina Zaiets** — Founder, **Marketing Pot** Former DataArt marketer, now advising B2B SaaS brands on AI‑driven marketing. 🤝 Who Should Attend Software engineers AI practitioners Tech leaders Product managers Founders Anyone curious about how AI is transforming the tech industry **📅 Event Details** 📆 19 May 2026 🕡 6:30 PM (arrival from 6:00 PM) 📍 Landmark Office, Monument (Exact address shared upon RSVP)

**Welcome to Networx London!** Are you a startup founder, investor, or professional looking to explore opportunities in investing, capital, and business growth? Join a relaxed and engaging evening bringing together people active in startups, finance, and investment. Whether you're a founder seeking funding, an investor exploring opportunities, or a professional in business, finance, or tech, it’s a space to connect with like-minded individuals and discover real opportunities. 📍 **Venue: The Sycamore, Holborn** A modern, relaxed venue in central London, just steps from Holborn station. Perfect for after-work networking, drinks, and great conversations. 📅 **Event Schedule** **18:30 – 19:00** \| Welcome & Warm intro **19:00 – 19:30** \| Open Networking **19:30 – 21:30** \| Informal Networking \(no pitches\, no pressure\) 💡 **Why Attend?** Connect with founders, investors, and professionals in a relaxed setting focused on funding, investment, and business growth. Explore opportunities, share insights, and build meaningful connections. **Who Should Attend:** Founders, entrepreneurs, investors, finance and business professionals, and anyone looking to expand their network and explore opportunities in startups and investment. **🎟 Tickets & Entry:** To avoid the venue getting overcrowded and ensure everyone enjoys an amazing night, we've introduced a small ticket price to keep things running smoothly. **Limited spots!** Register today and hit **Follow** for updates on future weekly events. 📸 **Event Photography** Please note that photos and videos may be taken for promotional purposes. 🔗 \*\*Join our WhatsApp group to connect before and after the event:\*\*👉 [https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg](https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg "https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg")

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 Reception to be held in the private lounge of Sterling Bar the the Famous Gherkin - and hope you can join us for after-work drinks, canapés 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 40-60 guests).

**Welcome to Networx London!** Are you a real estate investor, developer, or property professional looking to connect? Join a relaxed evening with peers across real estate, investment, and development a space to exchange ideas, share experiences, and discover new opportunities. Whether you’re an agent, broker, developer, investor, architect, interior designer, property manager, or aspiring entrepreneur, this is a great opportunity to meet like-minded people and build meaningful connections. 📍 **Venue: The Sycamore, Holborn** A modern, relaxed venue in central London, just steps from Holborn station. Perfect for after-work networking, drinks, and great conversations. 📅 **Event Schedule** **18:30 – 19:00** \| Welcome & Warm intro **19:00 – 19:30** \| Open Networking **19:30 – 21:30** \| Informal Networking \(no pitches\, no pressure\) 💡 **Why Attend?** Connect with industry professionals, discover new opportunities, and stay up to date with trends in real estate, investment, and development. 👥 **Who should attend?** Investors, developers, architects, designers, agents, brokers, property managers, and anyone interested in the built environment. **🎟 Tickets & Entry:** To avoid the venue getting overcrowded and ensure everyone enjoys an amazing night, we've introduced a small ticket price to keep things running smoothly. **Limited spots!** Register today and hit **Follow** for updates on future weekly events. 📸 **Event Photography** Please note that photos and videos may be taken for promotional purposes. **WhatsApp**👉[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg](http://%5Bhttps//chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg%5D(https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg) "\[https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg\](https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg)")

**Looking for a business networking event in London for property, construction, and trade professionals?** Join us in Fitzrovia for a quality networking evening bringing together business owners, contractors, landlords, and professionals connected to the built environment. Hosted by GMax Card — a digital business card platform helping business owners share all their contact details through one simple link. ## What to Expect A relaxed but professional networking evening designed for meaningful business conversations and quality connections. Meet people across property, construction, maintenance, and business services in an atmosphere that feels social, productive, and well-organised - not an overcrowded conference or random pub meetup. Whether you're looking for new clients, trusted suppliers, partnerships, referrals, or industry contacts, our hosts are there from the start to help make introductions. ## Who You'll Meet * Property professionals and landlords * Builders, contractors, and construction professionals * Electricians, plumbers, HVAC, and maintenance specialists * Interior design, fit-out, and renovation professionals * Estate agents, letting agents, and block management professionals * Business owners and service providers working with property and trade sectors * Finance, mortgage, insurance, and property investment professionals ## How the Evening Flows 18:30 — Arrival & welcome 19:00 — Short introductions 19:30 — Open networking 21:30 — Close Hosts are there from the beginning to help facilitate introductions and conversations. ## Venue: The Refinery at Regent’s Place A modern and spacious venue in the heart of Fitzrovia with a relaxed professional atmosphere - ideal for quality networking and business conversations. Located moments from Warren Street station, close to Euston. ## Entry & GMax Cards Free RSVP: Event access only Paid ticket (when available): Includes a contactless GMax Card (please ask the host to claim your card) ## Dress Code Smart casual ## Hosted by GMax Card - a digital business card platform helping professionals and businesses share all their contact details through one simple link. ## Important Info * 18+ (ID may be required) * Photos/video may be captured by CineEye Audiovisual Production Studio * Attendance is at your own risk **Limited spots available - early registration recommended!**

**Welcome to Networx London!** Are you a business owner, entrepreneur, or tech professional looking to build valuable connections? Join a relaxed and engaging evening designed for leaders and innovators across industries. Whether you're a CEO, executive, investor, finance expert, IT professional, business professional, or aspiring founder, this is your space to connect with like-minded people and spark new opportunities. We start at **6:30 PM** with a warm welcome and light icebreakers to get conversations flowing, followed by **open networking all evening**. No formal pitches—just real connections, fresh ideas, and meaningful relationships in a friendly, laid-back setting. 📍 **Venue: The Sycamore, Holborn** A modern, relaxed venue in central London, just steps from Holborn station. Perfect for after-work networking, drinks, and great conversations. 📅 **Event Schedule** **18:30 – 19:00** \| Welcome & Warm intro **19:00 – 19:30** \| Open Networking **19:30 – 21:30** \| Informal Networking \(no pitches\, no pressure\) 💡 **Why Attend?** Connect with Founders, Co-Founders, Entrepreneurs, and Startup Leaders in a relaxed and dynamic setting. Discover career opportunities, meet companies hiring top talent, and exchange insights with peers. Get inspired by new ideas and find partners, clients, or investors to grow your startup, project, or business. **Who Should Attend:** This event is perfect for Founders, Co-Founders, Entrepreneurs, Startup Leaders, Investors, Finance Experts, IT Professionals, and Business Professionals looking to expand their network, grow their business, or gain fresh perspectives from a diverse mix of startup leaders and innovators. **🎟 Tickets & Entry:** To avoid the venue getting overcrowded and ensure everyone enjoys an amazing night, we've introduced a small ticket price to keep things running smoothly. **Limited spots!** Register today and hit **Follow** for updates on future weekly events. 📸 **Event Photography** Please note that photos and videos may be taken for promotional purposes. \*\*🔗 Join our WhatsApp group to connect before and after the event:\*\*👉 [https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg](https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg "https://chat.whatsapp.com/GisOCaIiMeKEehV5Lv7qxg")

Hey there, data enthusiasts and ClickHouse aficionados! We've got some exciting news to share - our next meetup is on the horizon, and it's going to be in London! Get ready for a delightful mix of mind-boggling data tales, insightful conversations, and maybe even a surprise or two up our sleeves. But here's the deal: to secure your spot, make sure you register ASAP! **Location:** *The Lighterman -* 3 Granary Square, London N1C 4BH **Agenda:** 6:00 - 6:30 - Arrival and Check-in 6:30 - 7:00 - **AI Dashboards & Time-Travel Debugging Kubernetes -** Rory Crispin, ClickHouse 7:00 - 7:30 - **Curing LLM amnesia with chDB and ClickHouse -** Shuva Jyoti Kar, Palo Alto Networks 7:30 - 8:00 - **ClickHouse @ Fluidstack** \- Xander Garbett\, Fluidstack 8:00 - 9:00 - Food, Drinks, and Conversation

Join us at the next monthly London Security Engineering meetup! **🍕 6:00pm: Arrive** \- Kick off the evening with light refreshments and networking \(30 mins\) 🎤 **6:30pm:** **Main Talk** \- Glyn Wintle\, CTO @Tradecraft on "*SAML Yep it’s broken*". **☕ 7:15pm: Q&A -** Questions and discussion **🍻 7:45pm: Pub** \- We usually go to a neighbouring pub for a drink after\! This event is a good opportunity to gain practical insights, meet fellow security professionals and discuss the latest trends in the industry. 📍 **Where:** **FORA** 210 Euston Rd., London NW1 2DA 📅 **When:** Thursday 21st May 2026 *This event is made possible by the teams at FORA, Maze, and Tracebit.*

## Details Welcome to the DevSecOps London Gathering March Event on Wednesday 20 May. Along with our amazing talks we bring you the usual conversations, pizza and beer! **Location:** * 📍 **Venue:** Veracode, 36 Queen Street London, EC4R 1BN * 📅 **Date**: Wednesday, 20 May 2026 * 🕕 **Time**: 6:00 PM – 8:00 PM ## Talk 1 - James Bevan **Abstract:** DevSecOps teams scan everything except the system governing their processes: Jira itself. When Jira configuration drifts, controls fail silently - workflows skip security gates, permissions grant unintended access, required fields disappear. This session demonstrates how configuration drift creates security gaps and shows live detection across workflows, permissions, and automation. With agentic AI now modifying Jira configs, continuous monitoring of your control plane isn't optional. **Speaker Bio**: James is co-founder and CRO at Solcoro, building a platform that gives Enterprises and Atlassian Solution Partners real visibility into Jira Cloud environments. Alongside Solcoro, he also runs CROquet - a UK-based GTM consulting business. He takes on a small number of advisory and project engagements, focused on incentive design and revenue architecture. This combination lets him apply GTM theory in practice, both inside a SaaS business and across client environments. ## Talk 2 - Derrisa Tuscano **Abstract** The widespread deployment of Generative AI has introduced novel security incidents ranging from prompt injection and data exfiltration to misinformation cascades that traditional incident response frameworks are ill equipped to handle. This talk introduces a Practical Incident Response Framework for Generative AI Systems designed to bridge established cybersecurity standards with emerging AI assurance principles. I will discuss a response centric taxonomy that identifies six recurrent incident archetypes and presents a structured playbook aligned with NIST SP 800 61r3, NIST AI 600 1, MITRE ATLAS, and the OWASP LLM Top 10. Attendees will learn how to reduce the cognitive load on security teams during non deterministic AI failures by using tailored runbooks, RACI matrices, and Swimlane diagrams. Ultimately, the session will demonstrate how organizations can adapt traditional response models to operationalize AI incident response effectively. **Speaker Bio:** Derrisa Tuscano is a Cybersecurity postgraduate from the University of Warwick and a published researcher in Generative AI incident response. Her professional background includes leading numerous end to end project life cycles for Applied AI solutions at Quantiphi Analytics Solutions, where she specialized in architecting virtual agents within Google Cloud environments. Derrisa has been recognized with the WMG Excellence Scholarship and the Warwick Award for her commitment to skills development. Her work focuses on bridging the gap between enterprise cloud delivery and robust cyber risk management to ensure secure and compliant AI implementation. ##

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

PLEASE 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).

Brand & Build with AI: Empowering Women in Techwith Google Developers Group London x Invicity Event Description What if your technical skills weren’t the only thing advancing your career? In today’s world, visibility is leverage, and the most impactful women in tech know how to build, showcase, and own their narrative. Join Google Developer Group London and Invicity(The Ultimate Global Membership Community for ambitious young professionals) for an evening designed to help you turn your skills into a powerful personal brand, using cutting-edge AI tools and real-world strategies. Whether you're a student, founder, early-career builder, or experienced operator, this event will give you the tools to stand out, get noticed, and unlock new opportunities. What You’ll Learn How to use Google Gemini & AI tools to craft standout LinkedIn content and CVs Building a credible technical presence through GitHub, portfolios, and blogs Turning your work into visible proof of expertise Why personal branding is a career accelerator (and how to do it authentically) How to navigate tax-efficient decisions when working in tech, from payroll and workplace pensions to setting up as a sole trader or limited company. Speakers Hear from an incredible lineup of women across tech,  data, and engineering: Kasia Dutch | Software Engineer @ Starling Bank A multi-award-winning engineer and founder of Code Your Confidence. Kasia is a career-switcher and mentor who has been recognized on the GirlCode Diversity & Inclusion Power List. She is an expert in technical storytelling and empowering women to communicate their value without apology. Onyekachukwu Faith Ojumah | Software Engineer & Technical Writer Faith is a full-stack developer and a passionate technical communicator. With experience spanning engineering and community leadership, she specializes in making complex technical concepts accessible. She will be sharing how to bridge the gap between "writing code" and "building a credible online presence." Ruchika Jha | Computer Science @ Northeastern & Robotics Lead A 5x Hackathon winner and Co-President of the Robotics Club, Ruchika specializes in autonomous engineering and Flutter development. She is also a national award-winning writer and professional Kathak dancer recognized by the UAE Ministry. As Workshop Lead, she combines technical depth with creative storytelling to help you build a multi-dimensional professional brand. Kim Qin | PA to the CEO @TBA Global & Founder of Nova Entertainment Kim is a founder, community builder, and startup operator working across accounting, tax, entertainment, and tech. As PA to the CEO at TBA Global, an international accountancy firm, she supports business operations and works closely with professionals, founders, and growing companies. She previously served as Operations Director at a tech company that raised £2 million in seed-stage funding. Kim also currently serves as Secretary of the UK Society of Chinese Accountants and as a Global Partner at a stealth-stage AI company, and is a member of the China Culture Promotion Association. She will be sharing practical guidance on setting up a company, tax efficiency, and navigating the financial decisions that come with building a career or business. 🛠️ Event Format 18:00 – Welcome & Networking (Powered by Invicity) - Meet ambitious, globally-minded women building across London 18:30 – Intro - GDG London & Invicity - Why we did this event? 18:40 – Talk 1 - Kasia Dutch - Master the ASK: How to Advocate for Your Success 19:00 – Talk 2 - Kim Qin - Tax Efficiency for Tech Professionals & Future Founders  19:20 – Interactive Workshop - ​Ruchika Jha - Visibility as a Career Catalyst - Google Gemini. Note: Bring your laptop. 20:15 – Networking & Food (Powered by TBA Global) - Get real-time feedback + connect with speakers & peers 💡 Why This Event We believe that for women in tech, the work doesn't always "speak for itself", you have to give it a voice. This event was born from a simple idea: your online story should do the heavy lifting for you. We want to empower every woman to leverage their visibility so that opportunities find them, rather than the other other way around. GDG London is proud to provide the platform and technical ecosystem to showcase this talent, while Invincity continues its mission to bridge the gap between ambition and opportunity. Together, we are building high-signal experiences that turn global potential into local impact. 🥂 The Experience Expect a thoughtfully curated evening with: High-quality networking (no awkward small talk) Hands-on, actionable insights Light catering & drinks A community of ambitious builders, creators, and operators Light catering & drinks – Generously supported by TBA Global, an international accountancy firm providing practical accounting and tax insights. 🎟️ Who Should Join Women in tech Students & early-career professionals Anyone looking to build a stronger professional presence Builders curious about AI, personal branding, and career growth 🤝 Our Partners A huge thank you to the partners making this evening possible: Halkin: Our incredible venue sponsor, providing a world-class space for the London tech community to connect. TBA Global: Our accounting and tax partner, supporting founders, professionals, and growing businesses with practical financial and tax guidance. 📍 Location & Details 📅 Wednesday, May 20th, 2026 🕕 18:00 – 21:00 📍 Venue: Hosted at Halkin Offices, South Bank, SE1 (Near Waterloo/Blackfriars) - Full address sent to confirmed guests Agenda --- Hosted By Goran Minov, Regional Technical Strategist | GDG Organizer I am a Cyber Security Architect specialising in Identity & Access Management (IAM). My passion lies in architecting secure Google Cloud solutions and building Android applications. I currently serve as a Senior Technical Account Manager at Okta. As a key member of the customer success team, I'm dedicated to ensuring customers fully maximise the value of their Okta investment, focusing on automation and efficiency within their identity and access management solutions. With a background that spans various technical and leadership roles, I bring deep expertise in transforming complex identity challenges into streamlined, secure, and user-friendly experiences. Stefan Cornea, GDG Organizer Chris Bouloumpasis, GDG Organizer Sara Mita Gabriel, Organiser Renuka Kelkar, GDG Organizer Sumith Damodaran, PM / GDG Organizer Tom Colvin, Organiser Tom Colvin is CTO of Apptaura, the app development specialists; and founder of Conseal Security, the mobile app security experts. He has been a developer for over 20 years and worked with Android since Cupcake. He is a Google Developer Expert in Android. Mihaela Peneva, --- Partners TBA Global (https://www.tbagroup.uk/) TBA Global — Experts in Global Tax, Product Compliance & Accounting 17+ years of experience | 60,000+ satisfied clients Chartered Accountants and Tax Advisers helping businesses grow worldwide. Halkin (https://www.halkin.com/) Halkin is a London-based provider of premium, flexible, and serviced workspaces, offering private offices, coworking areas, and meeting rooms across 9 locations in areas like Mayfair and the City. --- Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-london-presents-gdg-london-x-invicity-empowering-women-in-tech/.

**The main event: MxLDN** * **Date:** Wednesday 20th May * **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**

**📣**AI didn’t just change how we build products, it exposed the cracks in how we design, ship, and make decisions. **This meetup brings together three perspectives on the real challenges of AI products:** getting users to use them effectively, managing unpredictability and trust, and rethinking product strategy when execution is no longer the constraint. Together, these talks shift the focus from technology to judgment, design, and product thinking. \#\# Agenda: **18:00** \- Gather & Mingle\. **18:30** \- Opening remarks\. **18:40** -"**Shipping AI features isn’t enough**" by Ellie Jacobs, Product Director LTX @ Lightricks **19:00** - **"Shipping Products That Are Almost Right"** by Meital Kochawi Levin, Senior Product Manager @ Bringg **19:20** - **"Product Strategy in the AI Era"** by Hadas Sheinfeld, VP Product @ ProductX.biz **19:40** \- Networking & Mingle Time **20:00**\- Close 🗣️First talk by **Elli Jacobs** **"Shipping AI features isn’t enough"** Users often fail to get value from AI-based features, because they don’t use them “correctly.” This talk explores the hidden gap between capability and usage, and how product teams can design experiences that guide users toward better outcomes without adding friction or requiring education. It’s about turning AI from something impressive into something reliably useful. 🗣️ Second talk by **Meital Kochawi Levin** **"Shipping Products That Are Almost Right"** Long before LLMs, non-deterministic systems forced teams to grapple with unpredictability, trust, and imperfect outcomes. This talk distills hard-earned lessons into a practical framework for building and managing such products—defining where accuracy matters, designing for failure, and turning users into active contributors to improvement. It offers a grounded approach to making “unreliable” systems feel dependable. 🗣️ Third talk by **Hadas Sheinfeld** **"Product Strategy in the AI Era"** AI hasn’t changed the essence of product strategy, but it has removed many of the constraints that once shaped it. As execution becomes easier, the real challenge shifts to prioritization, judgment, and building long-term advantage. This talk redefines how to think about strategy in a world where speed is no longer a differentiator, and exposes the gap between teams that truly have a strategy and those that never did. \#\# Audience: * CPO * VPs * Head of Product * Product Director * Product Pros 👉 Join us for an insightful and inspiring meetup packed with practical takeaways. \* The number of seats is limited , so do hurry up and book yours. \*\* Prior to the meetup, you will receive an email containing a QR code, which you will be required to present upon entry to the event. \*\*\*We’re aware of the Tube strikes in London next week, but fortunately, from Wednesday afternoon through Thursday, train services are expected to operate as usual, so there should be no difficulty getting to the meetup.

Free monthly networking for Columbus business owners. Real conversations, real connections, no forced formats. Space is limited. RSVP now. Good marketing starts with good relationships. That is what this event is built around. Networking Night is a free monthly event for local business owners in Columbus who want to build real connections with other serious operators in their market. No structured rotations. No forced elevator pitches. Just a room full of local business owners who are worth knowing, in a space that makes it easy to have an actual conversation. Register here: [https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275](https://www.eventbrite.com/e/local-marketing-networking-night-tickets-1988510112275)

**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!