Machine Learning and Mechatronics Projects
Predicting the Presence of Bacterial Biofilm, Using Bacterial Drop Colony Assay Images, Convolutional Neural Nets, and Support Vector Machines.
DropStop, an interactive rehabilitation system for patients with foot drop (won 1st place at the CSNE 2017 Hackathon)
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Assessing Squat Form Using 3D Pose Data, a Convolutional Neural Net, and a Long Short-Term Memory Network.
Towards a better understanding of the features that impact COVID burden using multivariate linear regression models.
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Medtronic Internship: optimizing medical device production lines