Data Engineering

**This event is open to current university students only. Unfortunately, non-students will not be admitted. Thank you for your understanding.** Join **AWS Cloud Club** for an exclusive deep dive with **Viola Harperath**, Software Engineer at **Trainline**! We’re peeling back the curtain on how one of the world’s leading travel platforms leverages AWS to power seamless travel for millions. Whether you’re interested in cloud architecture, the current tech industry outlook, or just want to hear from someone crushing it in the field, this is for you. * **When:** Tuesday\, Feb 24th \| 6 PM \- 7 PM * **Where:** Clerkenwell Campus - Ada Lovelace - A309 * **Bonus:** We’ve got **AWS Cloud Club Merchandise**! Don't miss out on the chance to network and level up your cloud knowledge. See you there!

BOOK YOUR TICKET [HERE](https://itsadate.club/event/christian-speed-dating-4/). Single, Christian, and 30–45? Perfect! Join us for 15 fun, fast-paced dates with like-minded Christians looking for genuine connections. Located on Gresham Street, just a 3-minute walk from Bank Station, The Anthologist is a contemporary bar featuring a cosy private seating area—perfect for meeting new people who share your Christian faith. Enjoy a warm welcome from our personable host, a comfortable and relaxed setting, and introductions to 30 other single guests—all looking to form meaningful connections in a fun and natural way. Our host will be at the venue ready to welcome you at 19:30. Please arrive on time for registration, to grab any drinks from the bar, and receive a summary of how things will work. You will be given an optional name sticker, a pen, and note card to keep track of everyone you’ve met. Ladies will be seated on tables adequately spaced, discreetly numbered, and arranged in a comfortable area of the venue. When speed dating commences, gents will join ladies for 5-minute dates to get to know one another. Your host will notify all guests at the end of each date, signalling for gents to move to the next table in ascending numerical order. During table rotations you will have a moment to record on note cards your feelings towards the previous date and intention to reconnect, for your reference only. Mid-way through the evening, your host will indicate a 15-minute comfort break to use the rest room, head to the bar, or socialise with new connections. Dating will then resume for the second half of the evening. At the end of the speed dating the bar will remain open for more socialising. You can then access the event listing in your dashboard to enter feedback on dates and await your matches. If you have any questions on the event or how things will work, please get in contact with James on 07517 065 492 or [james@itsadate.club](mailto:james@itsadate.club).

Happy 2026! Our first meetup of the year will be back at Zühlke's offices near Old Street, with Guillaume Faas talking about better ways to handle exceptions, Jenny Martin talking about taming complexity with OOPSI, plus the usual drinks, snacks, and plenty of time to chat. Doors 18:30, the first talk starts at 19:00 and we'll be done and heading to the pub at 21:00 to continue the conversation. **Guillaume Faas: Throw exceptions... out of your codebase** Throwing exceptions is often used to handle errors, validations, and other specific use cases. It is considered by many to be the standard way of indicating a failure and providing feedback to the caller. However, this approach can cause significant issues like being hard to detect, obfuscating the flow or leaving the system invalid. In this talk, I want to show you a faster alternative that offers more transparency and predictability. We will see how to integrate ideas from the Functional paradigm, such as "Monads", into an Object-Oriented codebase using a real-life project: Vonage's open-source .NET SDK. This talk will be the perfect opportunity to show you what they are and how easy they are to use. **Guillaume Faas** is a Senior .Net Developer Advocate at Vonage, based in Thionville, France. In recent years, Guillaume has focused on sharing my experience through mentoring, public speaking, and open-source contributions; all aimed at helping teams grow and build sustainable software. With nearly 15 years of experience in .NET development, he's worked across industries as an engineer, coach, and now developer advocate. His current focus is on developer experience: building SDKs, writing approachable technical content, and speaking at conferences around the world. **Jenny Martin: OOPSI: Making Sense of Complexity** OOPSI stands for outcomes, outputs, process, scenarios, inputs. It’s a flexible, easy-to-use collaboration framework that helps agile and product development teams cut through complexity and focus on value. OOPSI is timely because it maximises the intrinsically human aspects of effective delivery, helping teams understand how and when to collaborate, while producing lean, example-driven artefacts that clarify scope and intent so both people and automation can work more effectively. In this talk, you’ll learn how to apply OOPSI to strengthen shared understanding, clarify assumptions, and support testable delivery, using a detailed, end-to-end example. **Jenny Martin** is a practitioner, facilitator, and product discovery specialist with over 25 years’ experience working at the intersection of technology, delivery, and human behaviour. She has spent more than 15 years working with Agile and modern product development teams, helping them make sense of complexity and build shared understanding. Known as The Collaboration Coach, Jenny focuses on practical collaboration that supports effective delivery. She is currently writing a book on OOPSI.

Every last Tuesday of the month, we take over a few tables at the Leyton Engineer for an easygoing board game night. Expect casual games, friendly faces, and a relaxed pub atmosphere. Got a favourite game? Bring it along. Don’t have one? No problem - we’ll have plenty to choose from. All experience levels welcome, from total beginners to seasoned players. Come unwind, meet new people, and enjoy a pint and some games in a welcoming, no-pressure atmosphere.

We’re keeping the momentum going into February with a trip to the **Singer Tavern** near Old Street this month. This place has quite the history - built in 1929 as the headquarters for the Singer Sewing Machine Company. They’ve kept the original Art Deco feel and the green-and-white tiling, but these days it’s a great Shoreditch pub with a solid rotation of craft beers. See you there **​What is Product Pints, anyway?** ​It's simple: Forget the stuffy presentations, Product Pints is all about meaningful connections and stimulating conversations for product people. Our diverse crowd includes everyone from aspiring PMs to seasoned CPOs, entrepreneurs, developers, designers, and tech enthusiasts. ​Need advice on a tricky problem? Curious what other PMs are building? Or just want to share a beer with your peers? This is the perfect opportunity to grow your network and launch some genuinely great chats! **​P.S. If your company is interested in sponsoring future events in 2026, please reach out to us at hello@productpints.com - thanks!**

17:15-18:00 Doors open / Registration 17:30-18:30 Free English Classes in small groups 18:30-19:15 Meal for 3.5£ / Meet new people www.freeenglishclasses.org

## Overview Join us in London to celebrate 15 years of Search, Community and more recently AI in person! ## Search London's 15th Birthday with Search 'n Stuff! Join us **in person** for an epic celebration of **15 years** of Search London. Dive into the future with talks on **Community, Reddit, LLMs and Measuring AI in 2026**. It’s the perfect chance to connect, learn, and network with our community. To celebrate turning 15, we are teaming up with Search 'n Stuff. Come and meet and network with digital marketers from both communities. ️ **Date :** Tuesday, 24 February, 2026 ⏰ **Time :** 18:00 – 23:00 **Venue :** Bounce, 121, High Holborn, Farringdon, EC1N 2TD A big thank you to our sponsors for making this event possible. Thank you to our **headline sponsor** [Candour](https://withcandour.co.uk/?utm_source=eventbrite&utm_medium=searchldnpage&utm_campaign=feb2026), a search-first design & build agency, our refreshment sponsor [WhitePress](https://www.whitepress.com/?utm_source=eventbrite&utm_medium=searchldnpage&utm_campaign=feb2026), our cake sponsor, [Good Signals](https://www.goodsignals.com/?utm_source=eventbrite&utm_medium=searchldnpage&utm_campaign=feb2026), our community sponsors, [StudioHawk](https://studiohawk.com/?utm_source=eventbrite&utm_medium=searchldnpage&utm_campaign=feb2026) and [Lunar Links](https://www.lunarlinks.io/?utm_source=website&utm_medium=eventbrite&utm_campaign=feb-2026) and our scholarship sponsor [Amplfyr](https://www.amplfyr.app/?utm_source=website&utm_medium=eventbrite&utm_campaign=feb-2026) for supporting us. Buy your ticket today on [Eventbrite](https://www.eventbrite.com/e/search-londons-15th-birthday-community-reddit-and-measuring-ai-in-2026-tickets-1977195256236?aff=oddtdtcreator) to secure your place. RSVPing on meetup will not guarantee your place. ## Meet our speakers! Come and learn from our speakers: Erin, Jon, Tom and Jandira. **Erin Simmons (They / Them)** [Erin](https://www.linkedin.com/in/erinsimmonsfreelance/) is Managing Director at the Women in Tech SEO community - focused on democratising successful careers through connection, education, opportunities, & amplification. With 15+ years in marketing and analytics, they now focus on better understanding people and connecting them to the relationships and resources that support them most. Erin will speak about: * **Trust → Visibility: SEO Powered by Community** You can AI-engineer your content and website all day, but even if you show up in the answers, you still won’t be chosen if people don’t trust you. Trust isn’t built between a person and a brand; it’s built in the communities, conversations, and human spaces where people help each other make sense of the world. In this talk, Erin Simmons explores the growing trust gap in search and why the real SEO edge comes from showing up where trust is being exchanged. * When you earn trust, people make you visible -- they reference you in conversations, recommend you in threads, and surface you in the exact places AI and search engines now look for signals. Visibility is a byproduct of trust. * And if you focus on trust first, you’ll show up everywhere that matters: in AI results, in search, and in the moments when people turn to one another to decide what to believe. **Jonathan Moore** [Jonathan](https://www.linkedin.com/in/moorejonathan/) is an independent SEO and analytics consultant based in Cheltenham. With over 15 years of experience, including six years heading up the SEO and analytics for one of the UK's largest independent digital marketing agencies, he has got a knack for digging into the details to find what really matters. He has a degree in Computer Science and works with large data sets, APIs, and scripts the form the backbone of his business. Whether you need help with technical SEO, analytics audits, or uncovering competitive insights, he provides hand on consultancy for any business. Jonathan will speak about: **Measuring search disruption: What metrics matter and who needs to know them** * This talk is for SEOs who need to understand and communicate the impact of emerging AI-driven search disruptors, including LLMs and AI Overviews. * The audience will learn which metrics genuinely matter and how to communicate the right insights to the right stakeholders at the right moment. * The takeaway is practical advice for measuring disruption that supports sound decisions without getting lost in hyper-tactical detail. **Tom Sangers** [Tom](https://www.linkedin.com/in/tom-sangers-b016819/) is Founder & CEO of Metric Hub Digital, With over 20 years of hands-on experience in digital marketing, Tom brings a broad yet deeply practical skill set spanning PPC, SEO, and Paid Social. As the founder of Metric Hub, he works closely with eCommerce brands to build performance-led strategies that scale profitably, always focusing on real outcomes rather than vanity metrics. Tom will speak about: **Reddit: Turning Communities into Customers** Reddit isn’t niche anymore, it's mainstream attention at scale. \- Usage is real\, and the time\-spent is *sticky*: people don’t skim, they read, compare, and come back. Reddit also gets everywhere, in feeds, links in group chats, and “best of” threads ranking in Google when people want honest answers. For brands, the win is **paid + organic in harmony**. \- Paid gets you discovered and captures demand fast\. \- Organic builds the proof: helpful posts\, credible comments\, answers that match what your ads promise\. \- When they align\, Reddit drives awareness **and** trust and turns curiosity into conversions. Let's look at a few strategies, to bring Reddit to the mainstream **Jandira Neto** [Jandira](https://www.linkedin.com/in/jandira-neto/) is an SEO Manager at Jellyfish, specialising in optimising digital SEO strategies to achieve exceptional results. With a focus on industries ranging from travel to retail, Jandira is dedicated to enhancing organic traffic, rankings, and click-through rates. Jandira will speak about: **A Technical Analysis of LMM Content Retrieval and Its Impact on Brand Visibility** * Discover how to transform LLMs from static predictors into dynamic, real-time experts by mastering the architecture of Retrieval-Augmented Generation (RAG). * This talk deconstructs the shift from Naive to Modular RAG paradigms, revealing why technical strategies like semantic HTML are now more critical for brand visibility than traditional SEO. * Whether you are scaling automation workflows or optimizing for AI Overviews, you will leave with a strategic blueprint for building verifiable, context-aware systems that eliminate hallucinations and turn AI into a high performing business asset. ## Ticket includes: ✅ Entry to the event ✅ Finger foods ✅ x2 drinks per person (soft drinks, wine and beer) ✅ Access to all talks and networking Buy your ticket today on[ ](https://www.eventbrite.com/e/search-londons-15th-birthday-community-and-measuring-ai-in-2026-tickets-1977195256236?aff=oddtdtcreator)[Eventbrite](https://www.eventbrite.com/e/search-londons-15th-birthday-community-reddit-and-measuring-ai-in-2026-tickets-1977195256236?aff=oddtdtcreator) and learn from Jonathan and Erin, plus network with up to 120 search professionals with enough food and drinks for everyone. RSVPing on meetup will not guarantee your place.

In February, we are taking a look at what is happening with agentic AI and data pipelines Join us in lively Hoxton as we learn from Carmen's and Laura's learning from real-world experiences with agentic AI systems in data pipelines. We are running this event in collaboration with **[Sahaj Software](http://www.sahaj.ai)**. **6pm:** Doors Open **6:30pm:** Talks Start ️The Speakers️ ***Beyond the Hype: Practical AI for Real-World Data Engineering Time Sinks*** ***Carmen Mardiros, Solution Consultant at*** ***[Sahaj Software](https://www.sahaj.ai/)*** ***([Carmen's LinkedIn](https://www.linkedin.com/in/carmenmardiros/))*** ***Abstract*:** While the world is obsessed with agentic self-healing ETL pipelines, data engineers everywhere still spend hours upon hours on the same tasks as before -- debugging failing tests, exposing new fields into pipelines, navigating schema changes, QA-ing data and business logic. In this session we'll look at some practical examples from the trenches around how to shrink those time sinks using AI coding assistants so that you can spend more time on what really matters. Examples are dbt-based and Claude Code but accompanied by core tenets applicable to any stack and any coding assistant. ***Carmen's Bio:*** Carmen Mardiros has worked around analytics and data for 15 years. Her experience covers areas such as Data architecture design and implementation and has worked in roles that cover Data Strategist, Lead Data Engineer, Data Warehouse Architect, Tracking Developer, Product/Project Manager, Technical BA, Insight Analyst, Data Modeller. ***Agentic AI for Data Pipelines: Our Good, Bad, and Ugly Learnings*** ***Laura Bogaert, Co-Founder and COO at [Tracer.cloud](https://www.tracer.cloud/)*** ***([Laura's LinkedIn](https://www.linkedin.com/in/laura-bogaert/))*** ***Abstract:*** As teams move from single models to agentic systems, data pipelines present a uniquely hard production challenge: failures are distributed, context is fragmented, and root-cause analysis is slow. This talk shares practical learnings from building agentic AI systems for troubleshooting real-world data pipelines, including what worked, what didn’t, and why data ontology and context management are critical. Attendees will leave with concrete insights into designing agentic architectures that actually hold up in production. ***Laura's Bio:*** Laura is a co-founder of [Tracer.cloud](http://tracer.cloud/), where she works on building agentic AI systems for alert investigation in production data pipelines across industries. She started her career at McKinsey as part of the fintech and biopharmaceutical team working on AI strategy and M&A. She holds a BSc from University College London and a MSc from Oxford University. **8pm:** Talks finish. We have the space for networking until 9pm. There will be a short break between the talks. Afterwards, we may head to a pub to continue chatting. You can sign up by subscribing to this event **IMPORTANT**: Please make sure to have a ***valid form of ID***. See you all on the 26th February Happy Networking **About our collaborators**: [Sahaj](https://www.sahaj.ai/) is an artisanal technology services company crafting purpose-built AI and data-led solutions for our clients. By attending this event, you agree to abide by our rules of conduct: * Respect others' opinions which may differ from your own. * Keep it appropriate - no harassment of fellow attendees will be tolerated. * If you see something or have a complaint, please reach out to one of the organisers on LinkedIn or email events@dataengineerslondon.com.

Come and join us for a coffee/tea and chat as we discuss what’s hype and what’s real as well as how analytics helps us fight human trafficking. All Food and drink must be paid for as you consume it. A minimum of a drink must be orders can be water soft drink or coffe/tea etc excellent cocktails available.

**Google Cloud enthusiasts!** **We at Go Reply, Reply’s team of Google Cloud specialists, are thrilled to host our first Quarterly Reply Google Techie Meetup in our London office — a space for developers, architects, and tech leaders to come together and dive into what’s new and next on Google Cloud.** **What to expect :** ### **The Rise of Agentic AI on Google Cloud** **AI is making the leap from tool to teammate. While traditional generative models laid the groundwork for synthesising information, agentic AI is now emerging as a technology with the potential to truly revolutionise industries. These are systems designed to reason, set goals, and execute multi-step tasks with minimal manual intervention. In this session, we’ll explore the fundamental shift toward autonomy in the AI landscape, and dive into how Google Cloud provides the infrastructure to build, deploy, scale, and get the most out of these sophisticated agents.** ### **Trends in 2026** **The year has only just begun but the Google Cloud ecosystem is evolving faster than ever. We have moved beyond the era of simple cloud migration and into an age of constant adaptation, where the ability to integrate advanced technologies into core operations is the new baseline for success. Join us for a high-impact session where we break down the most significant Google Cloud trends of the year and take a look at the hot topics you need to know to navigate the 2026 landscape with confidence.**

Join us **the night before Elastic{ON} London** for an exclusive meetup, a perfect warm-up to the big day ahead! This is your chance to connect with the Elastic community, mingle with fellow attendees, and get energized for a full day of presentations at Elastic{ON} London. Don’t miss out! Register for the meetup and make sure you’ve also signed up for [Elastic{ON} London](https://www.elastic.co/events/elasticon/london) as well to experience a full day of learning and networking! **Date and Time:** Wednesday, February 25, from 6:00-8:30 PM **Location:** Davidson Building Address: 1st floor, 5 Southampton St, London WC2E 7HA Note: please use Exeter St entrance as the main entrance is closed after 6pm **Agenda:** * 6:00 pm: Doors open; say hi and eat some food * 6:30 pm: #Talk 1 - Re-thinking significant term discovery Mark Harwood - Ex-Elastic Core Developer and Lucene committer * 7:00 pm: Q&A * 7:10 pm: #Talk 2 - From Specs to Play: How I Built a Generative AI Game with Elastic + Microsoft AI Mike Richter - Principal Partner Solution Architect at Microsoft * 7:30 pm: Q&A * 7:40 pm: Networking and event wrap-up * 8:30 pm: Event close If you’re a long-time Elastic user or just starting your journey, this is the perfect opportunity to share ideas, meet new people, and get inspired. Invite your friends and RSVP on this page! **⚡️ 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./)

Join us in person for a fun 1-hour beginner Bachata class full of Latin vibes and easy rhythms! ## Beginner Bachata Class - Latin Fun & Rhythm (1 Hr) Ready to shake things up? Join our **in-person Beginner Bachata Class** where you'll dive into the smooth, sensual moves of bachata. No experience needed—just bring your rhythm and a smile! This **1-hour session** is all about fun, learning the basics, and feeling the Latin vibe. Perfect way to meet new people and get moving. Let's dance and groove together! In just 1 hour, you’ll learn: * Basic Bachata steps and timing * Simple partner moves No partner? No problem! Solo and partner practice included. Location: Mirrored studio, Ridley Road Market, Dalston (3 min walk from Overground) Date & Time: Wed 25 Feb 2026 \| 7–8 PM Price: £12 Come ready to move, have fun, and meet fellow dancers. Let’s make your first step on the dance floor unforgettable! Secure your place here – limited spots available: https://pay.tide.co/a870e312-86e1-4d26-b632-09910e69d409 Access Instructions: * Walk through Ridley Road Market. * The entrance is located between the food stalls. * Use the intercom: 02526 * Take the stairs to the second floor. (If stairs are closed: go left through doors → straight → left towards elevator to access second floor) * Walk past the toilets on right & go through white door into corridor. Studio 1 is on right.

Over the past year, generative AI has gone from novelty to infrastructure. But while most people are still treating tools like ChatGPT as clever calculators, a small group are quietly rebuilding how they work around agentic systems, automated workflows, and personal knowledge bases. This talk is for anyone who suspects there is a big gap between “using AI” and actually being at the frontier. In this session, our own host Dr Manuel Corpas will share **10 concrete patterns** he has used to build a personal AI stack that now runs 24/7 alongside his research and teaching. Rather than a product demo or a hype talk, this will be a practitioner’s tour of what changes when you move away from simply ad-hoc promptings. Manuel will keep the examples grounded in genomics, health data and academic work, with patterns directly transferable to industry, clinical and data‑intensive roles. There will be time for Q&A and informal discussion afterwards (as usual, we’ll migrate to the pub after the main session). **About the speaker** Dr Manuel Corpas is a globally recognized genomicist and health data scientist whose work has advanced the frontiers of equity in precision medicine. His research spans population genomics, pharmacogenomics, and biobanking, with a longstanding commitment to underserved and underrepresented populations. As President of the Spanish Congress of Genomic Medicine, he leads the largest Spanish-speaking platform for genomic health equity. He has been a driving force behind major sequencing efforts such as the Peruvian Genome Project, which expands global reference datasets to include diverse Indigenous and Latin American populations. He has contributed to widely adopted clinical and open‑source tools, including DECIPHER for rare disease diagnosis and BioJS for genomic data visualization. Approximate schedule (@University of Westminster – Cavendish Campus): * 18:30 – doors open * 18:45 – chitchat, announcements * 19:00 – talk starts * 19:45 – talk ends, adjourn to pub Please RSVP at least the day before, and make sure your Meetup name is recognisable (e.g. “J Smith” rather than “weaselstabber”) so reception can match you to the attendee list and direct you to the room.

Hi✋ At[ Data Tribes ](https://www.datatribes.nl/)we organise Meetups because we truly care about sharing knowledge both inside and outside the organisation. We believe that it is beneficial to us and to the market as a whole to connect, create, learn and grow together! **The agenda** // Doors open 6.00pm // Drinks and Pizza’s 6.30pm // Start presentations 7.00pm **Henk van der Valk:** "Optimizing the Azure cloud?" ***Who really cares about Cost & Co2?*** // Start networking 9.00pm // End Meetup 9.30pm Greetings, Data Tribes Inc.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message **Chris (the organizer)** with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm! We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry. If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss. Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!

Google is leading the AI revolution—don't miss your chance to stay ahead of the curve. Join GDG Cloud Indy for an immersive session where we bridge the gap between AI experimentation and enterprise production. We are thrilled to feature two expert-led deep dives into the Google AI ecosystem, designed for Cloud Architects, Developers, and AI enthusiasts alike. **The Lineup:** **11:00 AM \|** **Getting Started with Google Gemini** Speaker: Vaidehi S. Tripathi\*\*,\*\* Cloud Advisor, GDE, GDG Organizer (Cloud Indy) Focus: A walk-through of Gemini and multimodal models to boost daily productivity. **11:30 AM \|** **Google AI Studio vs. Vertex AI: The Path to GenAI** Speaker: Olga Scrivner, PhD, Google Cloud & GenAI Leader, WTM Ambassador, IEEE Humanitarian Tech Chair (Indy) Focus: Navigating the journey from rapid prototyping in AI Studio to production-ready deployments in Vertex AI. **The Perks:** Exclusive GDG Swag for attendees! Pizza & Soft Drinks (for in-person guests). Networking & Q&A with local industry leaders. **Meeting Link:** meet.google.com/wia-ygtn-fmc Also, Check our Meetup page at https://www.meetup.com/gdgcloudindy/ See you there! This is a hybrid event. Join the event virtually at: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/ or in person at: Zionsville Town Hall - 1100 West Oak Street Zionsville, 46077 *** *** **About the Speakers :** **Olga Scrivner -** PhD\*\*,\*\* a certified Google Cloud and GenAI Leader, IEEE Humanitarian Technologies Chair (Central Indiana), and Women Tech Makers Ambassador In this talk, we’ll walk through Google’s primary generative AI platforms: **Google AI Studio** and **Vertex AI**. We’ll explore what each tool is designed for and how developers typically begin their journey with Google’s AI ecosystem. Using **Google AI Studio**, we’ll demonstrate how you can experiment with Google’s **Gemini models** to create and test ideas, from text generation to image and video creation. We’ll also discuss how these early experiments can later connect to **Vertex AI** for production use cases. **Vaidehi Tripathi** \- Elevance Health \(Cloud Advisor\) Founder and Organizer GDG Cloud Indy. Google Developer Expert-GDE. Vaidehi is a Cloud Advisor at Elevance Health (Formally Anthem) and before that worked as Solution Architecture Manager in Accenture focused on designing solution based on Google Cloud Platform. Vaidehi is a Google certified Architect, Data, Network, Security, Developer, DevOps and Machine Learning Engineer. **Hosted By :** Vaidehi Tripathi, GDG Organizer Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-cloud-indy-presents-level-up-your-ai-game-with-google-gemini/.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

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**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** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA