PhD Candidate: 4th year, EECS Department, Penn State
Group: Information Processing & Algorithms Laboratory
Advisors: Vishal Monga (Penn State), Steven Schiff (Yale)
Research Interests: Computer Vision, Biomedical Imaging
I build domain-enriched, ante-hoc interpretable ML algorithms for biomedical image analysis, collaborating with clinicians at Harvard and Yale. My work targets neonatal hydrocephalus diagnosis from low-field MRI (low-SNR), embedding disease etiology and modality priors directly into model architecture - yielding interpretable, robust, state-of-the-art performance, especially in scarce, noisy, imperfect clinical conditions.