Mercado Libre Gateway: Challenges in GenAI Adoption and a Use Case // Lina Chaparro // AI in Prod

// Abstract
In this talk, we will explore the challenges we have faced with the use of generative artificial intelligence at Mercado Libre. We will talk about technical challenges, such as large-scale availability, security, observability and traceability. In addition, we will discuss an internal use case, the results and the experience gained, on which we continue to build solutions taking advantage of the use of generative AI.
// Bio
Technology leader with over 10 years of experience leading product innovation and strategic initiatives at technology companies. Leveraging her background in statistics, she has been leading teams, to offer a comprehensive set of tools for the entire life cycle of machine-learning systems. Currently she is focused on making available the use of Generative Artificial Intelligence technology at MELI.
A big thank you to our Premium Sponsors, ‪@Databricks‬ and ‪@baseten‬ for their generous support!
// Sign up for our Newsletter to never miss an event:
mlops.community/join/
// Watch all the conference videos here:
home.mlops.community/home/col...
// Check out the MLOps Community podcast: open.spotify.com/show/7wZygk3...
// Read our blog:
mlops.community/blog
// Join an in-person local meetup near you:
mlops.community/meetups/
// MLOps Swag/Merch:
mlops-community.myshopify.com/
// Follow us on Twitter:
/ mlopscommunity
//Follow us on Linkedin:
/ mlopscommunity