Aman Malali

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216, Computer Science,

140 Governors Dr,

Amherst, MA 01002

I am an MS + PhD student at the University of Massachusetts Amherst, advised by Peter J. Haas and Yanlei Diao. My research focuses on developing and improving systems for training, deploying, and maintaining machine learning models. In my current project, I am designing a comprehensive framework that measures ML models’ performance without ground truth and proactively retrains them if necessary.

news

Nov 18, 2024 My work on model maintenance has been funded by Dolby with a grant of $50k!