From Engineer to Research

Shreya shares her journey from aspiring researcher to ML engineer, highlighting the disconnect between her initial expectations and the realities of the role. She reflects on the challenges of working with real-world data in a high-stakes environment, emphasizing the importance of understanding the complexities of data collection and validation before diving into model training. This experience ultimately shaped her current research interests in machine learning robustness.