Data Quality Challenges

Shreya discusses the often-overlooked issue of data quality in machine learning, particularly in the context of distribution shifts that arise from changing conditions. She highlights the complexity of ensuring robust models and the lack of focus on data quality within the ML community. This insight drives her interest in databases, where data validation has been a longstanding concern.