Vaibhav Sharma
Machine learning researcher and M.S. Computer Science student
vaibhav-sharma-6345
Durham, North Carolina
Joined March 2026
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Network
2.4K connectionsSummary
Applied machine learning researcher focused on medical imaging and annotation efficiency. spiedigitallibrary+1
Academic researcher and student at Duke with roles spanning research, data science, and teaching support. duke+1
Practical industry experience through multiple summer internships, including at Capital One, complementing academic work.
Early academic achievement and STEM competition involvement, including National Merit recognition and Science Bowl participation. nationalmerit+1
Engages in cultural and language activities (Hindi writing and podcasting) while at Duke. duke+1
Work
Education
Projects
Writing
Improving annotation efficiency for fully labeling a breast mass segmentation dataset
May 1, 2025Presents an active learning framework to reduce expert annotator input for pixel-wise segmentation of breast masses in 2D digital mammography; publishes a dataset of 1,136 annotated masses and reports a 44% reduction in expert annotation effort.
Interpretable deep learning models for better clinician-AI communication in clinical mammography
January 1, 2022Work listed in Google Scholar related to interpretable models for clinician-AI communication in clinical mammography (cited in Google Scholar profile).
Hobbies
Writes and publishes in Hindi; contributed to Duke Hindi site and podcasts. duke
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