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Hello world! πŸ‘‹

It's Fernando Pozo's GitHub. I use to work in Bioinformatics, Data Science and Machine Learning tasks! πŸ“ŠπŸ’».


My tech tools πŸ’»

Python R Shell Script GNU-Bash Perl PHP LaTeX MySQL CSS3 HTML5 JavaScript

Pandas NumPy scikit-learn PyTorch Keras Weight-and-Biases Plotly SciPy Docker GitHub Actions

GitHub Linux Visual Studio Code Neovim AWS Netlify Heroku Apache Anaconda

Firefox notion google-sheet overleaf google-colab


My latest open-source projects πŸ”“

Machine Learning / Statistical Learning

  • trifid: Machine learning for protein isoform genome annotation.
  • covid-rt: Bayesian estimation of virus effective reproduction number.

Deep Learning

Python best-practices

  • pyops: Python Project template designed for a cool variety of projects

Bioinformatics

  • nf-exec: Some Nextflow workflow management useful practices.
  • appris-rnaseq: Comprehensive and extremely easy to manage RNA-seq pipeline.
  • qsplice: Exon junction scores from RNA-seq data for the whole genome.
  • phosphoproteomics: Several analysis to study post-translational modifications in proteins.
  • ismb-presentation: Materials for presenting my PhD. thesis work in the biggest conference in Bioinformatics.
  • eccb-22: Materials for the presentation at 21st European Conference on Computational Biology (ECCB).

HPC

  • hp-pfamscan: HPC implementation protein families finder.

Teaching


My latest publications πŸ“š


Contact

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Fernando Pozo's Projects

appris_rnaseq icon appris_rnaseq

Snakemake pipeline to perform a high-performance batch RNA-seq quantification

cmdc-structuralbioinformatics icon cmdc-structuralbioinformatics

Complete tool which calculates correlated mutations and distance correlations to predict aminoacid interactions. It also contains standalone scripts of mutual information calculation and contact map

covid-rt icon covid-rt

Using bayesian statistics to see what is really happening with the SARS-CoV-2 virus one month after COVID19 pandemics start

cxr-img-classifier icon cxr-img-classifier

An extremely user-friendly Chest X-Ray image classifier using PyTorch Lightning, Hydra and a custom logger with ML best practices.

dotfiles icon dotfiles

fpozoc's shell, zsh, tmux, git, config files and some stuff for migration

eccb-22 icon eccb-22

Materials for the presentation at 21st European Conference on Computational Biology (ECCB)

ismb-presentation icon ismb-presentation

Video presentation and poster session prepared for the annual International Conference on Intelligent Systems for Molecular Biology (ISMB) in 2021

naive-bayes-classifier icon naive-bayes-classifier

A predictive NaΓ―ve Bayes Model classifier which try to predict brain regions from its subsequent Splicing Events in Human Genome (GTEX project)

nf-exec icon nf-exec

Tools to reproduce the steps to run nf-core pipelines for bioinformatics analysis within Linux environments.

pyops icon pyops

Python Project template designed for a cool variety of projects

qsplice icon qsplice

Quantifying splice junctions coverage from data released by STAR and mapping it to genome positions.

ratt2coords icon ratt2coords

Approaching for a whole Genome Annotation tool. It was created in order to solve some of the requirements of a particular wet-lab

trifid icon trifid

Machine Learning-based tool to assess the functional relevance of splice isoforms.

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