Client
As technological demands accelerate, data science and machine learning have begun to play an increasingly important role at Bloomberg. Machine learning is being applied to nearly every facet of the business – from data acquisition through analysis, to real-time news alerts and story generation. However, applying machine learning at scale has created friction around experiment management, thus driving the need to manage some of this complexity.
Scope
Our goal is to design a platform for managing machine learning experiments and enhance both reproducibility and knowledge sharing to simplify the model training process, allowing for higher success rates of experiments and the delivery of increasingly sophisticated products powered by machine learning.