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Vaibhav Sharma

Vaibhav Sharma

Machine learning researcher and M.S. Computer Science student

Durham, North Carolina
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Joined March 2026
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Summary

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, 2025

Presents 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.

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Interpretable deep learning models for better clinician-AI communication in clinical mammography

January 1, 2022

Work listed in Google Scholar related to interpretable models for clinician-AI communication in clinical mammography (cited in Google Scholar profile).

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Hobbies

Writes and publishes in Hindi; contributed to Duke Hindi site and podcasts. duke