About

Hi :)

I am Nastaran (نسترن), a 4th year Ph.D student at the Max Planck Institute for Software Systems, fortunate to be advised by Manuel Gomez-Rodriguez. My research fits in the broad area of Human-Centered Machine Learning. More specifically, I work on designing machine learning algorithms which are able to operate under human assistance or in other words, operate under different automation levels. I am also interested in developing fair and explainable machine learning algorithms applicable in the medical and social domains. My research interests also include Uncertainty Quantification, Conformal Prediction, Calibration of ML models and Causal Inference.