A collection of projects I have worked on or am currently working on. I mostly work in Python and C++, with experience in C, Java, and MATLAB. My preferred languages are Python and C++.
I am an undergraduate student at Stanford University studying Biomedical Engineering and Computer Science. I am interested in medical technology, specifically the application of machine learning amethods in healthcare.
Applying data science methods in Python on human biomedical data including ECG waveforms, MRI images, and action potential waveforms. Includes some machine learning techniques and frameworks such as scikit-learn and others, with more to come!
A large set of machine learning models I have implemented, from a simple multiclass perceptron to Expectation Maximization on graphical models. This covers some vision (segmentation), a good amount of natural language processing, and various other types of models.
Some vision tasks I have taken on. Most of it is lower level stuff I implemented to get an understanding of how stuff works. Most of these things are probably in OpenCV. There is some deep learning exploration in there.
A variety of general programming tasks I've done to get better. Mostly in C/C++, they vary from binary operations to an autocorrect algorithm, image processing in C, and k-means clustering.