Denoising hyperspectral (HDF5) datasets of hybrid perovskite materials in Python, and using Scikit-learn and Nimfa to build unsupervised Non-negative Matrix Factorization models to extract image and spectral features
ML analysis of HDF5 data (VAE)
Training, validating, and analyzing unsupervised and semi-supervised variational autoencoder models of hyperspectral datasets of energy materials and of artificial datasets in Pytorch, demonstrating relationships between image and spectral features
Full stack personal blog
Full stack web app built for Ruby Maghoney using React, Node.js, Express.js, and MySQL, deployed on a Digital Ocean droplet using an Nginx server
Sorting algorithm comparison
Comparing 8 sorting algorithms implemented and tested in 4 languages: Python, Java, C++, and JavaScript, and deploying the results displayed in Chartjs to a static web page
Searching algorithm comparison
Comparing 3 searching algorithms implemented and tested in 4 languages: Python, Java, C++, and JavaScript, and deploying the results displayed in Chartjs to a static web page
Telegram Chat CC Parser
Open source intelligence tool built in Python to parse JSON files exported from Telegram channels for credit/debit card information, built to aid response of leaked sensitive information and combat financial fraud
