Data Science Projects

Deep Learning:
Using a Convolutional Neural Network (CNN) to classify a song into a genre (In Progress)

Dimensionality Reduction
The theory, and intuition behind Principal Component Analysis (PCA) for the purpose of dimensionality reduction

Clustering Analysis:
Using Clustering and Dimensionality Reduction (PCA) to examine airport delays

Unsupervised Learning:
An unsupervised learning project using the Madelon dataset, Feature Selection, K Nearest Neighbors and Logistic Regressions

Feature Engineering and NLP: Built a pseudo Wikipedia API using Data Pipelines, encodings, NLP, and a PostgreSQL database

Natural Language Processing (NLP)
Used NLP, Logistic Regression and the ROC Curve to gain salary information from

Here are a few websites that I built. Below are some of the technologies that I have learned:

  • HTML5
  • CSS3
  • Javascript
  • Bootstrap
  • React.js
  • Node.js
  • Wordpress

eCommerce Site using Wordpress

Portfolio: This is my portfolio site that I am hosting on AWS using S3 and Lambda serverless technology

Tribute Page:
(In Progress)

Music that I Wrote, Produced and Engineered