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fpozoc/README.md

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

Twitter Follow Website

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  1. trifid trifid Public

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

    Python 10 1

  2. cxr-img-classifier cxr-img-classifier Public

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

    Python 2

  3. Rules99/Chest-X-Ray-with-Radiologist-AI Rules99/Chest-X-Ray-with-Radiologist-AI Public

    This repository is intended to diagnose pulmonaries pathologies by using DL tools.

    Jupyter Notebook 2 1

  4. AdventOfCode_2020 AdventOfCode_2020 Public

    My programming puzzles solutions

    Jupyter Notebook

  5. ML-engineer-interview-task ML-engineer-interview-task Public

    Predicting rental prices with Machine Learning and Natural Language Processing

    HTML 1