John F. Hughes

Space Materials/Process Engineer | Data Science Aficionado | All-Around Geek

Portfolio


Probabilistic Optimization via Simulated Annealing

Optimize a multivariable function using simulated annealing: a metaheuristic optimization method.

English-to-Dutch Neural Machine Translator

A neural machine translator which incorporates Seq2Seq neural network architecture.

Pokémon CNN Classifier

Classify different Pokémon characters using convolutional neural networks in TensorFlow.

CS:GO Knife Data Analysis

Google Colab notebook which analyzes data scraped from CS:GO Knife Web Scraper script.

CS:GO Web Scraper

Web scraper which scrapes all current CS:GO knife data on Steam Marketplace.

Master's Thesis

Sensitivity Enhancement of Metal-Oxide Chemical Sensors for Detection of Volatile Organic Compounds