Bioinformatics

Prediction of antimicrobial peptides using machine learning classifiers

I created machine learning classifiers to predict the antimicrobial activity of peptides. It was an end-to-end project in which I did the data pre-processing, feature engineering, training, hyperparameter tuning, and deployment of the best model as a web application with Streamlit.

Antiparasitic peptides discovery

This project was about the exploration of the antiparasitic peptides’ chemical space and prediction of new potential compounds through a new approach based on network science and similarity searching.

HerrCompBioinfo

This project aimed to create an open-source educational resource of computational tools (e.g., GNU/Linux, terminal usage, Bash-AWK scripting, etc) for Bioinformatics enthusiasts written in Spanish.

CRBN mutations

This project is a computational study of the structural changes of two Cereblon protein mutations using Molecular Dynamics and Quantum Mechanics simulations.