Put AI to Work
April 15-18, 2019
New York, NY
Till Bergmann

Till Bergmann
Senior Data Scientist, Salesforce

Till Bergmann is a senior data scientist at Salesforce Einstein, building platforms to make it easier to integrate machine learning into Salesforce products, with a focus on automating many of the laborious steps in the machine learning pipeline. He holds a PhD in cognitive science from the University of California, Merced, where he studied the collaboration patterns of academics using NLP techniques.


1:50pm2:30pm Thursday, April 18, 2019
Case Studies, Machine Learning
Location: Sutton South
Till Bergmann (Salesforce), Leah McGuire (Salesforce)
Label leakage is a pervasive problem in predictive modeling data, and it takes on monstrous proportions at enterprise companies, where the data is populated by diverse business processes, making it hard to distinguish cause from effect. Till Bergmann and Leah McGuire explain how Salesforce—which needs to churn out thousands of customer-specific models for any given use case—tackled this problem. Read more.