MLOps #8
🍁🤖🧠 MLOps meet-up #8 at Sia Partners. After a (pleasant) summer break and back-to-school PyData Event, MLOps Community in Montréal comes back at Sia Partners on October 10th
Join us for an engaging evening of discussions and networking with MLOps and AI enthusiasts in the Montreal area!
This event will focus on Generative AI in Production. More details can be found in the descriptions below.
Priority access:
- Priority will be given to registered attendees. (~50 seats)
- Those on the waiting list may be admitted based on remaining space.
AGENDA
17h30 - Open doors
18h00 - Introduction
18h10 - Using semantic clustering to detect intents, user needs and trends in SEO
18h50 - Break
19h10 - How to develop and productionalize a GenAI solution in a company?
19h50 - Networking
20h30 - End of event
TALKS
1. Using semantic clustering to detect intents, user needs and trends in SEO
By Emilio Rivera-Landos (Desjardins)
Description of the talk : As a financial cooperative, Desjardins is always looking for the best way to serve its members and clients: but what do they want ? A good way is to analyze what people query in Google search. By leveraging clusters and embeddings, we are able to analyze millions of queries and provide valuable insights for SEO professionals and content experts so they can propose changes. We will delve into what the ML system is, how it was engineered, the Ops side of it - Cloud and ML - and provide our learnings & recommandations.
2. How to develop and productionalize a GenAI solution in a company?
By Leonor Groell and Guillaume Prieur (Sia Partners)
Description of the talk: In this presentation, two ML Engineers from Sia Partners will share their journey about developing and productionalizing a GenAI-powered chatbot for a company. They will share some good practices and key learnings for the main steps of the project, such as retrieving relevant data and evaluation. Come hear about the challenges and potential solutions of a real-life GenAI use case.
We’re excited to see you there 👋