Graduate Research Assistant Sept 2019 - Present
Virginia Cognitive Systems Engineering Lab, Virginia Tech Blacksburg, VA
Surgical Skill Assessment using Machine Learning
Working on building a model that predicts expertise in surgical tasks using unsupervised higher dimensional clustering.
Discovered and analyzed novel metrics from eye-tracking data.
Trained a Heatmap regression model that detects and localizes tools in surgical videos.
Designed a Augmented Reality based platform that leverages a CNN architecture aimed at reducing accidents in factory
settings. Published and presented the work in HFES conference.
Expected Base Salary
**,000 USD / year
Total Professional Experience
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