Hello and Welcome! I'm
Gino DeFalco
, a certified full-stack web developer and data scientist. I'm also a professional musician and audio engineer!
I hope you enjoy my portfolio page! I'm hosting this site on AWS, serverless, using S3 and Lambda
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Github
LinkedIn
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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 Indeed.com.
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