4 years ago

Category: Data, Infrastructure, machine-learning, artificial-intelligence

Joint post with Farhan Abrol. A core piece of technology we build is a predictive performance planner for our customers.

As a development team, our aim is to develop a highly accurate model that we can then deploy to production.

In this post, we’ll review some of the challenges we faced — from dataset scale to the software stack to infrastructure.

Ultimately, we realized that the data we were modeling was much larger and more complex than the data used in the paper.