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  • šŸ‘‹ Hi, Iā€™m @guillechuma
  • šŸ‘€ Iā€™m interested in bioinformatics šŸ§¬, data science and IOS app development!
  • šŸŒ± Iā€™m learning Python, R, Java, Ruby, SQL, bash, and Swift.
  • šŸ’žļø Iā€™m looking to collaborate on any bioinformatics/computational biology and data science projects, especially those involved with machine learning and AI.
  • šŸ“« How to reach me [email protected]

guillechuma's Projects

accelerated_advanced_python_weeks3_4 icon accelerated_advanced_python_weeks3_4

This repository contains jupyter notebooks for weeks 3 and 4 of Accelerated Computational Biology class. This tutorial will cover advanced NumPy lectures including several algorithms used for data analysis in computational biology

accelerated_intro_to_compbio_part_2 icon accelerated_intro_to_compbio_part_2

Part 2 of the "Accelerated intro to Computational Biology for Biologists" course for the Master's Programme in Computational Biology, Universidad Politecnica de Madrid. This covers the first 2 weeks (~24 hours) of material, taught by Mark Wilkinson.

astropic icon astropic

My implementation of Karin Prater's AstroPic iOS app.

big-data-final-project-2022 icon big-data-final-project-2022

Our solution for the X-Ray Pneumonia dataset from Kaggle using Spark, Analytics Zoo and Keras to generate a scalable neural network. The final project for the Big Data Engineering course for the Master's in Computational Biology from the UPM

bioinformatics icon bioinformatics

A compendium of the programs I create in my awesome journey in the world of bioinformatics

blast_msa icon blast_msa

A program that makes a blastp search on a sequence and makes a multiple sequence alignment file with top hits

disease_prediction icon disease_prediction

A streamlit app that uses a machine learning model to predict disease based on list of symptoms

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

is_test icon is_test

A program to find IS sequences in prokaryote genomes and see their location within

memorize icon memorize

Memorize game from CS193p 2023 lectures

myblog icon myblog

A blog using the Django framework for web development

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