Hi, I'm Edwin.
I am passionate about bioinformatics, microbiology, and mass spectrometry!

Currently in my final semester of my PhD in chemistry in the Aston laboratory for mass spectrometry. My interests include machine learning, bacteriological profiling by mass spectrometry, and clinical diagnostics. Much of my work involves biotyping bacteria using machine learning methods such as principal component analysis and linear discriminant analysis to reduce the dimensionality of my data and using the principal components and linear discriminant dimensions as variables to train multi-layer perceptrons, k-nearest neighbors models, and random forest classifiers. I also have expertise training convolutional neural networks and working with major data science python libraries such as sci-kit learn and pytorch. Samples of my programming work will be provided upon request.