Projects

Prediction of the phenological stages of tropical forest species using herbarium records

Creating a database of herbarium records from tropical forest species of the Americas and developing machine learning classifiers to predict their phenology.

Jan 16, 2023

Antiparasitic peptides discovery

💊Drug discovery

🕸️Network science

🧬Bioinformatics

Exploring the antiparasitic peptides’ chemical space and predicting new potential compounds through network science and similarity searching.

Jan 14, 2023

Prediction of antimicrobial peptides using machine learning classifiers

Training machine learning classifiers to predict the antimicrobial activity of peptides.

Jan 14, 2023

Dashboard of weekly reports of SARS-CoV2 variants in European countries

🩺Human health

📊Data visualization

🎈Streamlit

Summarizing the weekly reports of SARS-CoV2 variants in European countries using data from the GISAID database.

Jan 14, 2023

HerrCompBioinfo

📚Education

🧬Bioinformatics

An open-source educational resource of computational tools for bioinformatics enthusiasts written in Spanish.

Jan 13, 2023

Sentiment analysis of Ecuadorian political tweets from 2021 elections

🏘️Social sciences

🧠Deep learning

💬NLP

Sentiment analysis of replies to tweets from Ecuadorian presidential candidates in the 2021 elections using natural language processing and neural networks.

Sep 7, 2021

The molecular basis of JAZ-MYC coupling, a key component of plant immunity

Binding specificity between repressor proteins and a transcriptional factor associated with the jasmonic acid pathway through molecular dynamics and machine learning.

Sep 7, 2021

Corn Disease Detector

A plant disease detector based on convolutional neural networks, trained to recognize two types of maize infectious diseases.

Sep 7, 2021

Prediction of potential drug ligands that bind to Beta-Lactamases

💊Drug discovery

🤖Machine learning

🧬Bioinformatics

Training machine learning classifiers to evaluate the activity of molecules that have been experimentally tested to bind or not bind to beta-lactamases.

Sep 7, 2021

CRBN mutations

🩺Human health

⚛️Molecular dynamics

🧬Bioinformatics

Computational study of the structural changes of two Cereblon protein mutations through molecular dynamics and quantum mechanics simulations.

Sep 7, 2021

Kolekti

🏘️Social sciences

🌐Web development

A webpage to gather information from labor informality in Ecuador. The goal was to create a community where people could interact and generate work opportunities.

Sep 7, 2021