about me
hello! i'm a data scientist and go by both aspen and jackson. i graduated with my master's in computer engineering at the university of texas at austin in december 2022.my specialization is using machine learning models for biological applications, but i also have modeling experience in other fields such as computer vision.i am currently taking a sabbatical to focus on personal growth as well as my hobbies and passions.
projects
my master's thesis involved using deep learning models such as CNN-LSTMs to predict the emotional and affective states of humans via ECG heart signals.some of my other projects include:
• predicting motor imagery using EEG brain signals
• building a stochastic chemical simulator in wolfram
• automatic guitar transcription using video of the fretboard
• generating fake videos using recycle-GAN
• mapping dance to sound using pose estimationmy publications and project reports are viewable via the public documents link below, and some of the code repositories are public on my github.