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