Transportation

You can also join the meeting by Conference Call at (518) 263-8851.

**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

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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**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.

Join Bold Spirit Travel for an all-women’s journey through the [heart of Provence. ](https://www.boldspirittravel.com/journeys-1/south-of-france-provence-2026) From charming villages and bustling markets, to lavender fields and coastal cliffs, this adventure blends history, art, food, and stunning landscapes. Your base is a boutique hotel in Aix-en-Provence, the perfect hub for exploring southern France. *\*We can only take 10 women on this trip.* **Highlights** * **Aix-en-Provence** – stroll cobbled streets, browse colorful markets, and enjoy lively cafés. * **Marseilles** – tour its historic basilica and meet traditional soap makers. * **Arles & Wine Tasting** – explore Roman ruins and sip wines at Mas Valériole estate. * **Lavender Fields** – capture the beauty of Abbaye Notre-Dame de Sénanque. * **Cassis & the Calanques** – enjoy seaside scenery and an optional boat ride. * **St. Rémy** – wander the vibrant market and visit Van Gogh’s former monastery. * **Les Baux-de-Provence** – experience the dazzling immersive light show. * **Cabrières-d’Avignon** – discover lavender’s artistry at the Lavender Museum. **What's Included:** * 6 nights in a boutique hotel (shared occupancy; private upgrades available). * Expert Bold Spirit tour leader plus bilingual local guides. * Meals as listed in the itinerary. * Private ground transportation. * Pre-trip support: Zoom call, WhatsApp group, and packing guidance. **Why Travel With Us?** This Provence adventure is designed for women who love travel, culture, and connection. You’ll share meals, explore iconic sites, and enjoy the slower pleasures of the French countryside—with expert guidance and community every step of the way. **Pricing:** * **Trip Cost:** USD 5,885 * **Deposit:** USD 700 non-refundable (secures hotels and guides) Get in touch with us to set up a call and learn [more](https://www.boldspirittravel.com/journeys-1/south-of-france-provence-2026). Contact:[ https://www.boldspirittravel.com/contact](https://www.boldspirittravel.com/contact)

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