Meter One is s a medical device design that takes an existing pulse oximeter, which already measures SpO₂ and BPM, and attaches a camera to take videos of blood cells in capillaries. This video of blood cells moving in capillaries can be correlated with WBC condition, from which one can extrapolate relative WBC.Read More
Web app to aid physicians in uploading pictures of their patients’ skin lesions, creating an open-source database of skin conditions in patients with darker skin tones. Use database in downstream machine learning algorithms, including training a DCGAN to generate even more examples of skin conditions in darker skin tones.
Artifical Intellgience in Precision Medicine for Ovarian Carcinoma (AIPMOC). I try to build an android app that looks for cancerous regions of a cell given a pathology slide sample. It has an image recognition with attention machnine learning model. It also digitally reconstructs microscope slides.
To investigate and engineer an intracellular differentiation circuit for pluripotent stem cells based on its spatial and temporal location. With manipulation of cellular distancing and upon activation of bone morphogenetic protein 4 (BMP4), stem cells differentiate into two regions: non-neural brachyury (BRA) and neural sex determining region Y-box 2 (SOX2) positive cells.
I like to do lots of things within school and outside of school that don't necessarily count as projects but still are something that I want to showcase on my website. Some examples are: course certificates, school projects, and GitHub gists that I am proud of.