DAG x Visium: 

Life cycle of an ML product
DVC Workshop

In today's fast-paced world, the need to deliver high-quality software quickly has become increasingly important. Furthermore, with Machine Learning becoming an essential component of modern-day tech products, it is crucial to ensure that the models are being kept up to date and deployed seamlessly. Visium our industry partner, cooked for us a workshop to give us a glimpse into their approach to data versioning, pipelining, and infrastructure! 


Our participants gained invaluable insights into the infrastructure and versioning standards for data science-heavy projects, thanks to the expert guidance provided by Visium. Moreover, the workshop served as an excellent opportunity for students to engage directly with the professional world, forging valuable connections and acquiring practical skills as this workshop was followed by an apéro-buffet Q&A where you can ask all your burning questions!

We were joined by Kamil Seghrouchni, a recent EPFL graduate who joined Visium as junior ML engineer. His passion for AI democratization and domain expertise were a unique opportunity to gain insights on data science in industry. The event was concluded with a netwokring apero.


Thank you to Visium for ths wonderful event! Check out our event recap below.


Checkout the GitHub repository of the event to learn more about DVC!