My collection of Data Science, Machine Learning, Data Analysis, and programming projects. In no particular order.
Personal Project - A CNN that predicts the number present in a colorblindness test
(Ishihara Plate) image. The model achieved 99% accuracy on the
custom dataset, and is deployed as a WebApp.
Created due to everyone asking me
'You're colorblind?! What color is this?'
Research Paper - This project covers various ML/DL methods to predict bicycle counts at intersections in the city of Portland, Oregon.
Repo Paper
Case Study - Capstone Project for the Google Data Analytics Professional Certificate, in which I analyzed how Citi Bikes are used in New York City.
Repo View Report
Personal Project - Uses a character-level RNN to generate Frank Sinatra Lyrics. Custom lyrics dataset scraped from Genius. Trained on 80 epochs, achieved loss of only 0.09. Check out and try the deployed model on the WebApp.
Repo WebApp Article
Personal Project - Iterates through various classification tree methods
on a number of features in order to predict whether an employee will churn.
The XGBoost model achieved 89.8% accuracy.
Model is also deployed as a WebApp.
Group Project - An Android app developed for my software engineering class group. Written in Java, uses Firebase for user management. I captained a team of 5 to develop this app, and all the required documents (UML diagrams, Use Cases, Increment Matrix, etc.) to go along with it.
Repo
Personal Project - A simple Windows audio recorder written entirely in Python 3, using the libraries PyAudio and wave. The goal of this application was to implement threading seamlessly, as well as creating an application with a minimalist aspect. Can be downloaded from the GitHub Repository.
Repo Download
Personal Project - Created to learn more about multithreading and client-server architecture. Written entirely in Python 3 using PyQt.
Repo
Personal Project - A simple Windows text editor written in Python 3. My first 'real' project. The purpose of this editor was to learn the fundamentals of Python 3, along with developing my first application.
Repo Download