Who I Am
I am a Research Data Analyst in the Division of Computational Pathology at the Indiana University School of Medicine, where I develop, validate, and translate AI tools for clinical use across pathology, radiology, and cardiac imaging.
My work centers on developing deep learning and foundation models for biomedical imaging, from WHO 2021 glioma classification to prognostic risk stratification and echocardiography foundation models, bridging the gap between computational research and real-world clinical workflows, now in prospective evaluation.
Previously at UPenn, I built multimodal GBM prognostic models achieving AUC around 0.75 across 188 patients from multi-institutional cohorts. My research has been published in Neuro-Oncology, Modern Pathology, Cancers, Scientific Reports, and presented at MICCAI, SNO, ECDP, and AACR.