Programming Projects
Here are some examples of my programming projects and experiences. Projects are authored or co-authored by me. To access the repositories, click on the images below. Here is a direct link to my GitHub.
Machine Learning
Machine Learning model for classifying emotions from images of human faces. Included is a Python file for converting images to B&W, scaling, and saving pixel values to CSV.
Machine Learning
My first solo flight in data exploration using Python. You can find some guided data exploration labs and one free roam project on a breast cancer dataset. The class covered data and Machine Learning.
CNN
This a collaborative project I co-wrote with Tran Phan. The folder includes our implementation and research paper. The model is based on the ChexNet model, but is ported to run on low resource machinces.
C++
Here are some example labs I wrote for my data structures class. There is a brief description of each program in the attributions at the top of the code. The class covered structs, linked lists, search, and sorting algorithms.
CYK Parser
My favorite project. I built CFG language, converted it to CNF, generated grammar and lexicon, then wrote a program that creates CYK tables and identifies if the sentence belongs to the language.
Java
Code I co-authored with Nathan Meza. The code controls a FIRST Robotics robot. The code coordinating subsystems and allowing for autonomous control and vision tracking. It is command based using Java.
