Software Projects

In my Machine Learning course, I developed a neural network model that given the geometric features of a gear (pitch diameter, number of teeth, etc.), it can predict with a high accuracy the allowable torque of the gear before yielding.

In my work as a Drive Train Engineer on Olin Baja SAE, I developed Python code that, given a CSV of gears and their geometric features and tooth strength, calculates optimal gear combinations that result in the design specifications we desire (output gear ratio, factor of safety, etc.). 

In my Multivariable Calculus course, I developed Matlab code that, given a top-view map of obstacles, can create an optimal pathing for a Neato robot to traverse in order to path to a target using gradient descent.

In my Differential Equation course, I created Matlab code that analyzes the pitch, timing, and vocal clarity of a sound file of someone singing a song to determine the similarity between their singing to the original utilizing signal anaylsis techniques.