Engineering Leadership
Meet other local people interested in Engineering Leadership: share experiences, inspire and encourage each other! Join a Engineering Leadership group.
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Frequently Asked Questions
Yes! Check out engineering leadership events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the engineering leadership events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find engineering leadership events near your location here. Connect with your local community and discover events within your area.
Engineering Leadership Events Today
Join in-person Engineering Leadership events happening right now
Manfred Steyer @ Angular London Meetup
Exited for this event where we'll have the amazing **Manfred Steyer** joining us **in person** talking about how to bring structure to Agentic AI\*\*!\*\*
As usual there will be food, drinks and swag thanks to Revolution Technology and Angular.Love :D See you all soon!
**AGENDA**
• **6:00 pm** Networking/Food
• **7:00 pm** Agentic UI Requires Standards: How AG\-UI\, A2UI\, and MCP Apps Work Together \| **Manfred Steyer**
• **8:00 pm** Networking
**Agentic UI Requires Standards: How AG\-UI\, A2UI\, and MCP Apps Work Together \|** **Manfred Steyer**
Agentic AI promises systems that can plan, act, and use tools. In practice, integrating these capabilities into the UI often leads to tight coupling between frontend, agent logic, and specific backend technologies—resulting in vendor lock-in and limited flexibility.
This session shows how open standards bring structure to Agentic UI. It introduces AG-UI, A2UI, and MCP Apps, and explains how they work together across system boundaries: AG-UI decouples the frontend from agent implementations, A2UI enables structured and dynamic interfaces, and MCP Apps provide reusable, backend-agnostic capabilities.
Together, these standards enable flexible, decoupled architectures that remain stable even as underlying technologies evolve.
**More about our speakers:**
**Manfred Steyer**
*Trainer, consultant, and programming architect with a focus on Angular, Google Developer Expert (GDE) who writes for O'Reilly, the German Java Magazine, and windows.developer. Regularly speaks at conferences.*
Many thanks to our sponsors tonight, **Metro Bank** for hosting us and **Revolution Technology** for the food and drinks and **Angular.Love/House of Angular** for the swag :D
**Revolution Technology** are a Tech Recruitment Agency who specialise in Software Engineering, Data, Infrastructure and Testing. For the past 10 years they have partnered with some of the most exciting start ups, scale ups and enterprises globally, helping them build high performing and diverse tech teams.
Don't miss the next **Angular Spring Camp Meetup** on **19th of May 2026**: Master the evolution of Angular: from Zoneless performance and Signal-based state to modern testing with Vitest. [Register for free here!](https://meetup.angular.love/angular-spring-camp-2026/?utm_source=alex&utm_medium=partner&utm_campaign=angularspringcamp26)
Event will be streamed online, link will be available on the day! Looking forward to meeting you all!
Globe English Conversation Café – In Person
Our next English Conversation Café will be on **Monday 11th May 2026 at** **7:30pm**!
Topic for the evening: To be confirmed
You will have an opportunity to practice your English and meet new people, through conversation topics and games. This event is mainly for learners of English, so we kindly ask native speakers to give priority to others.
The venue is **downstairs** in Costa Coffee, 3 Southwark St, London SE1 1RQ which is a 1 minute walk from London Bridge Station.
This is a **free** event, you will not be expected to pay for anything. You will also be able to have a free drink and cake.
The café is run by a group of volunteers from [The Globe Church](https://www.globe.church).
Please sign up if you would like to attend. If you have any questions please ask us using Meetup. Numbers are limited so please only sign up if you are going to come and change your response if you can no longer come.
Look forward to seeing you soon 😊
Practice Public Speaking - Toastmasters Central London (GSS)
[Grosvenor Square Speakers](https://grosvenorsquarespeakers.co.uk/) provides a welcoming and supportive learning environment to increase your confidence in public speaking and develop your communication and leadership skills.
Members practice impromptu speaking and prepared speeches both in person and virtually in an authentic setting in front of an audience, with feedback provided by qualified evaluators. This is a hybrid event with option to join via Zoom.
All guests are always welcome to visit free of charge and won’t be asked to speak unless they wish to. Fulfill and maximize your potential by practicing and learning from seasoned speakers alongside newcomers.
Established over 40 years ago, Grosvenor Square Speakers is London’s oldest [Toastmasters International club](https://www.toastmasters.org/), a global non-profit educational organization that promotes communication, public speaking and leadership.
Free in-person English classes in London
Come and join us every week day from 12.45pm - 2.45pm.
Classes for levels elementary to upper-intermediate (A1+ - B2+)
Improve your fluency, listening and reading comprehension, grammar and vocabulary with our friendly classes.
No payment needed - the classes are **completely free** because the teachers are training with a University of Cambridge accredited program.
Join us at 24 Great Chapel St, London, W1F 8FS
Take the level test in advance for more information about classes for your level (link to the level test: https://forms.gle/mn3hqUgo3BRLyAUi7) and wait for up to one business day for more information.
OR
Come 15 minutes early on your first day to do a quick speaking test and find your classroom.
See you soon!
Be Better at Communication & Relationships
This seminar is for improving your communication skills, so you can achieve greater success in life. We will especially focus on a life tool that you can easily learn and use to improve your: -
\- Interviews
\- Public speaking
\- Communication with strangers
\- Connection with co\-workers
\- Comfort with various social situations\.
\- Handling upsets
\- Getting along with others better\.
\- Meeting new people\.
This seminar invites your feedback and input.
You could learn some new skills and we would love for you to be able to practice this also.
You will learn an amazing life tool that you can put into practice right away!
We also offer free one-to-one appointments to be made after the seminar if you require a bit of extra coaching or tips.
From the Scientology Life Improvement Centre
London In-Person Free English Classes - May 26
**Hello there!**
Our Face-to-Face Afternoon Classes are back this May in London!
Are you learning English as a second language and looking for an opportunity to practise your English? Interested in **free, in-person classes**? We’ve got you covered!
Here at **Stafford House,** our teachers-in-training are gaining hands-on experience by teaching enthusiastic English learners. Each lesson is interactive and fun, with plenty of opportunities to practise speaking, meet other learners, and improve your English along the way.
We also offer **free online English classes**. Check out our other events for more information!
Please see the **updated** details below!
🕑 **When:** From **4th May - 28th May (4 weeks)**
➡️**Mondays, Tuesdays, Wednesdays, and Thursdays** 2:30 p.m. – 4:30 p.m.
➡️**Fridays** 1:30 p.m. - 3:30 p.m
📍 **Where:** Stafford House London, 2 Southampton Place, WC1A 2DA (just 2 minutes from Holborn Station)
📚 **Level: Both levels available**
**\- Pre\-Intermediate \(A2\-B1\)**
**\- Upper\-Intermediate \(B2\)**
Spaces are limited and allocated on a first-come, first-served basis.
Please arrive **15- 30 minutes early** to secure your spot. We will ask for your name and email upon arrival.
*Please note⚠️ confirming attendance on Meetup does not guarantee a place in the classroom.*
**Please note that class times or dates may occasionally change due to the nature of the course. If this happens, we will inform you by email.**
We look forward to seeing you all very soon!
Got Questions? send us an email at [[teachertraining@staffordhouse.com](mailto:teachertraining@staffordhouse.com)]
Engineering Leadership Events This Week
Discover what is happening in the next few days
Beginner-Friendly Stretch & Riverside Walk (Girls Only, No Pressure)
Join us for a relaxed, beginner-friendly outdoor session designed for girls who are new to fitness or feel intimidated by gym environments.
We’ll start with very gentle stretching to loosen up, followed by a calm walk by the river. The pace will always be comfortable and can be adjusted depending on how everyone is feeling on the day—there’s absolutely no pressure to keep up.
The goal is simply to move a little more, get some fresh air, and build confidence at your own pace. There are no strict targets, and you’re always free to take breaks.
Afterwards, we can sit outdoors, grab a coffee (or bring your own), enjoy the sunshine, and relax together. If you’d like to stay and chat and get to know others, you’re very welcome—but there’s no pressure at all.
What to bring:
* Comfortable clothes
* Water
* A mat or towel (optional, for stretching)
📣 AI Council 2026
**[AI Council](http://aicouncil.com/) 2026 is coming to San Francisco, May 12-14!**
It's our only IRL conference of the year, and we couldn't be more excited to bring the AI community together at the Marriott Marquis in SOMA.
This is a ticketed event — as a member of our meetups, you can enjoy 20% off Regular and Late-Bird tickets with the code: **DCMEETUP20**
**About Us:** [AI Council](http://aicouncil.com/) is the original community-driven, deeply technical conference at the frontier of AI. We have a No BS Guarantee: we're vendor neutral, and we promise all of our talks are engaging, technical, and presented by top engineers and researchers doing the real work. For years, we've been running the best community-powered AI events around, and we invite you to join us for high quality talks and inspiring conversations with the people actually building the future of AI.
**Why Should I Go:**
* 🎤 **Incredible Speaker Lineup:** 3 days and 60+ insightful talks from leading AI engineers, researchers, and builders from top companies like Anthropic, OpenAI, Meta, Databricks, and many more.
* 🏎 **10 Unique Tracks:** Inference Systems, AI Engineering, AI Security & Safety, Agent Infrastructure, Coding Agents & Autonomous Dev, Model Systems, Data Engineering & Databases, Applied AI, Analytics & Data Science, and Lightning Talks
* 📋 **Workshops (hands-on, peer-led):** Try out the latest tools alongside their creators, get hands-on experience with cutting-edge products, and meet some of the most talented builders in the industry, for free!
* 💬 **Speaker Office Hours:** Following each talk, you get the opportunity to dive deeper 1:1 with the speaker
* 🎈 **Extensive Networking:** Conference happy hours and amazing after-hours events hosted by community partners throughout the week
\*\*\*
*As a member of our meetups, you can enjoy 20% off Regular and Late-Bird tickets with the code **DCMEETUP20***
**NOTE:** This is a ticketed event. Check out our [website](http://aicouncil.com/) to purchase tickets and get complete information on speakers and schedule.
Join the global AI community in San Francisco for the most technical, no-hype AI event of the year — we'll see you there!
Transformation Truths
*Why most transformations fail — and what leaders must do differently*
With trillions of dollars spent on digital transformation globally each year, the results
are sobering: only 20–30% of initiatives achieve their intended outcomes.
In this talk, Susan draws on firsthand experience leading both successful and failed transformations to explore why — and what leaders can do differently.
Structured in four acts, the session moves from the hard reality of transformation failure
to the underlying patterns behind it, arriving at four practical truths every leader must
accept:
• Transformation is never the goal — business value is
• Political capital is finite and must be managed deliberately
• Early focus matters more than destination planning
• Measurement should enable learning, not be used as a weapon
The talk closes with two grounding questions every leader should be able to answer
before launching any transformation — practical, honest, and hard-won from the field.
**Speaker Bio**
Susan Rohde is the founder of Rohde Inc. and a technology executive with decades of
experience guiding public and private sector organizations through complex, high-
stakes transformation. Her career spans executive leadership at a top-five national bank,
a large state government, and six years as Senior Consultant to a major federal agency —
where she helped lead one of the most ambitious project-to-product transformations in
the federal government.
As a BVSSH Advocate, Susan is part of Jon Smart's global community of practitioners
committed to helping organizations achieve Better Value Sooner Safer Happier. She
brings a practitioner's lens to transformation — having both delivered change for others
and led it herself from the inside.
Susan has presented at the AWS Public Sector Summit, the DevOps Enterprise Summit,
and multiple national forums on Agile, transformation, and technology leadership.
London Platform User Group (LOPUG), Wednesday 13th May, 6.30pm onwards
For our May meetup, we're delighted to be back at the fabulous Accurx offices. We have two amazing talks lined up and the agenda will be:
* 6:30pm - arrive, drinks, networking
* 7:00pm - Welcome & Housekeeping
* 7:15pm - **Talk** **1: "A practical guide to inner sourcing your IDP"**
Bridging the gap between developers and platform teams is hard.
Scattered documentation, fragmented language and hidden knowledge leave developers frustrated, while platform teams struggle to understand what devs really need. Treating platforms as products is a start, but treating them like open source projects unlocks real collaboration, allowing developers to contribute and maintain features.
In her roles as Developer Advocate and platform engineer, Lian has years of experience working with highly bureaucratic organisations helping to improve developer experience and adoption.
In this talk, she’ll share concrete steps to identify contribution opportunities, set up maintainable processes, and measure engagement. You’ll leave inspired with ideas to boost adoption, reduce friction, and turn your platform into a collaborative, thriving ecosystem.
**Speaker:** Lian Li, Cloud Native Human
*Lian always wanted to save the world. After leaving law school, she decided to work with computers instead. While in Web Dev, she started attending tech events, and soon fell in love with the community. In her roles as Consultant and DevRel, Lian combined technical knowledge with a focus on the human side.*
*Currently, Lian works as freelance Platform Engineer in Amsterdam and is the Chief Karaoke Officer for Kuberoke, the first and only Kubernetes Karaoke Community. She also enjoys performing in musical improvisation theatre and standup comedy shows.*
* 7.45pm - food, more drinks & networking
* 8.00pm - **Talk** **2: "The Humans Behind the Platform: Structuring Teams for Culture and Capability**"
It’s easy to focus on the tech when building a Platform team, and that’s tremendously important, but it’s often the people and how they work together that determine success. Over the past couple of years, Claire has led a Platform Engineering Team through different formations, migrations, and tooling adoptions. Whatever shape the team has taken, whatever they're working on, the constants have been a need for clear purpose and a culture where people can thrive, this takes work, and has sometimes been tricky to get right. In this talk, she’ll share what she's learned from shaping and supporting platform teams: what’s worked (and what hasn’t) when it comes to team composition, balancing seniority, and supporting career growth. Collaboration is central to how to operate, so she’ll talk about how her team works with and supports internal customers, and what’s helped to navigate complex, knotty migration projects. She’ll also cover how they built a culture that gives engineers space to lead. We want engineers at every level to feel confident taking ownership, and that takes deliberate effort. If you’re figuring out how to shape your platform teams to enable others as well as deliver, this talk will offer practical ideas, and maybe a few things to rethink.
**Speaker:** Claire Reckless, Engineering Manager
*Claire is an Engineering Manager and leads a Platform Engineering Team. With a background spanning Tech Support, Testing, and QA across sectors like Finance and Security, she brings a deep appreciation for resilient systems and collaborative teams. Claire is passionate about learning and development, and she’s especially proud of her past work coordinating an apprentice programme, an initiative that’s helped build a more diverse and sustainable pipeline of engineering talent. She’s energised by helping engineers at all levels grow their confidence, take ownership, and shape the future of their teams.*
* 8.30pm onwards - drinks and networking.
So, please come and join us, we look forward to seeing you there.
The LOPUG team.
* Food and drinks provided
* Good time will be had by all
Free* English conversation class at International café
Discover the World at International Cafe!
We are a group of Christian volunteers set out to create a friendly community that welcomes everyone! Come and practice speaking English with our English speaking volunteers. You will learn more about British culture and discuss life with NEW topics each week. We also include a Bible story at the end of our sessions.
At International Cafe, we start our meet up with Tea & Coffee and continue in engaging conversations. Each week, we'll look at NEW topics about British culture and history, so you can learn and socialize.
Best of all, it's a free event and open to everyone!
So mark your calendars:
🕕 Time: **Sunday at 2:30 PM**
📍 Address: ECIR OEA, Inspire at St James
Questions? Text Organiser at 07708228436.
Design Evenings LDN: The New Responsibilities of Modern Designers
Join us for an evening with Tom Smith, Senior Director of Design at Condé Nast. Tom will explore how the role of designers is evolving beyond producing screens and artefacts toward shaping systems, decisions, and meaningful outcomes within organisations.
As ideas and outputs become easier to generate, the defining skills of designers are changing. Tom Smith will discuss why judgment, restraint, and business fluency are becoming essential, and how designers can move from executing work to influencing strategy, navigating complexity, and driving impact.
**Event Overview**
Design is evolving from producing outputs to shaping decisions. Tom Smith explores how modern designers must develop judgment, influence, and business awareness as automation increases.
**01 - The Shift from Making to Shaping**
Understand how the role of designers is expanding beyond creating interfaces toward influencing product strategy, systems thinking, and organisational decision making.
**02 - Why Judgment and Restraint Matter More Than Ever**
Discover why editing, prioritisation, and thoughtful decision making are becoming more valuable as design tools and outputs become increasingly automated.
**03 - Growing Into a Strategic Design Role**
Learn practical ways early and mid career designers can develop business fluency, navigate complexity, and position themselves as trusted voices shaping meaningful outcomes.
Bites & Bytes
**Bites & Bytes #1 - DevOps Talks, Networking & Snacks**
Join us for the first **Bites & Bytes**, a casual DevOps-focused community evening in central London.
This event brings together engineers, tech leads, and anyone interested in DevOps to share knowledge, exchange ideas, and connect with others in the space.
**What to expect**
* Practical technical talks
* Real-world DevOps experiences and demos
* Opportunity to network with other engineers
* Food and relaxed atmosphere
**Confirmed speakers**
1\. Moustafa Mneimneih \- Shift Down to Speed Up
2\. Daz Ahern \- Louis Theroux\, Twitter and why Observability should not be an afterthought
3\. TBA
**Who should attend**
* Engineers working with DevOps, cloud or platform engineering
* Tech leads and engineering managers
* Anyone interested in modern software delivery practices.
Engineering Leadership Events Near You
Connect with your local Engineering Leadership community
LLM Showdown: ChatGPT vs Claude vs Gemini vs Local Models
Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability.
You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
Building Momentum: From Ambiguity to Execution
**Building a great product is one thing—building momentum behind it is another.**
Join **Senior Product Manager Adam Solaiman** and **User Experience Manager Tyson Smith** for a behind-the-scenes look at what it takes to turn complex ideas into scalable products inside large organizations.
In this session, they’ll share how teams move from ambiguity to execution—navigating organizational complexity, aligning stakeholders, and continuously evolving products after launch.
You’ll walk away with insights on how to:
* Build and sustain momentum across teams
* Adapt to changing priorities without losing direction
* Scale products thoughtfully in complex environments
Whether you're driving a new initiative or growing an existing product, this conversation will give you practical strategies to keep things moving forward.
Come connect, learn, and swap stories with fellow product professionals.
\-\-\-
Food and drinks will be provided by Switchbox, our generous host.
Free parking will be available at the front and back sides of the Switchbox Office.
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards**
In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these.
While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics.
**About Our Speaker**
Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council.
Thanks to our 2026 sponsors:
[Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro)
More info at [cbusdaw.com](https://cbusdaw.com)
Free In-Person Meeting: Get Over Losses & Betrayals, Build Lasting Relationships
This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships.
Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse.
Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well.
Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship.
Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action?
Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships!
Break free from self imposed limitations
Here we will discuss:
• How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes.
• Why and how do the negative emotions of others affect you?
• Why is my partner withdrawing and what can I do about it?
• Why do we sometimes feel compelled to hurt the ones we love?
• Fights & arguments - what's really behind them?
• What underlies “corrosive criticism” or the need to invalidate self or others?
• How one can stably change one’s outlook on life so they can affect positive change?
• Where do compulsive destructive behaviors come from and what can be done about them?
• How to form closer bonds & keep growing the relationships with the people you care about?
• How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career?
Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general.
Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person.
Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life.
We look forward to having you join us!
This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.
CBusData - Practical AI for Power BI Developers
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.
"Under the Oak Tree" by Suji Kim
Join us for lunch/tea at Asterisk Supper Club to discuss our May book "Under the Oak Tree" by Suji Kim
Lady Maximilian is the daughter of the powerful Duke Croyso, but she is rarely allowed outside her family’s sprawling castle for fear that her stutter will tarnish their noble name. When she is forced to marry Sir Riftan, a lowborn knight caught in one of her father’s schemes, Maxi doesn’t dare hope for happiness, let alone love. Her stumbling communication and his gruff manner sour their relationship before it can begin, and Riftan leaves without a word the morning after their vows are exchanged.
Now, three years after their disastrous wedding night, Riftan has returned as a war hero. To Maxi’s surprise, despite rumors that he was offered marriage to Princess Agnes, a beautiful and renowned sorceress, Riftan still wants Maxi for his wife. And when he comes to claim her, his longing becomes a desire that bewilders Maxi, even as she is overcome by the scorching heat that Riftan’s presence ignites within her. As she learns to navigate the intricacies of her new life, Maxi will find herself and her courage, and discover that she is anything but powerless.
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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






























