Data Quality, Data Centric AI

Data scientists receive little training in how to collect data, leaving them unprepared when they need to quickly gather annotations.

My background in survey data collection has taught me how to collect high quality data; my expertise can save data scientists money and time in model development.

Stephanie Eckman

I specialize in understanding data quality and the social construction of data.


As many in the AI field transition from a model-centric to a data-centric approach, the quality of training data is receiving increased …

Data scientists are increasingly turning their attention to the collection of high quality training data. Those of us with expertise in …