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@SEH2Bioinfo-Org
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sayalaruano/README.md

Hi 👋, I'm Sebastián

I am a young researcher and freelance data scientist, currently pursuing a master’s degree in Systems Biology at Maastricht University , the Netherlands. I have worked in Bioinformatics and Cheminformatics for five years at different laboratories.

sayalaruano

  • 🔭 I’m currently working on Network science and machine learning for drug discovery.

  • 🌱 I’m currently learning Tensorflow, Pytorch, Tidyverse, and Streamlit.

  • 🤝 Communities: International Society for Computational Biology Student Council, The Carpentries, Streamlit Creators, and Open Life Science.

  • 👨‍💻 All of my projects are available at 🌐🔗🌐.

  • 🤔 Interests: Network Science, Machine learning, Deep learning, Graph Neural Networks, Data Science, Open science, and Drug discovery.

  • ⚡ Hobbies: When I am not working, I can be found riding my mountain bike, hiking, listening to music, watching thrillers or documentary films, or reading books about science communication, mystery, or history.

  • More information about me in my personal webpage.

⚡ Github's Stats
Sebastián's Top Langs
Languages Python R bash c++ java
Database mysql firebase
DevOps git github Docker slack
UI User Interface and Scientific Design: illustrator inkscape html5 css3
Cloud heroku
Data Science and Machine Learning jupyter pandas numpy Matplotlib Sklearn Tensorflow Pytorch
OS Ubuntu Open Suse

Connect with me:

https://www.twitter.com/sayalaruano/ https://www.linkedin.com/in/sayalaruano https://orcid.org/0000-0001-9756-6745 https://www.researchgate.net/profile/Sebastian-Ayala-Ruano

Popular repositories

  1. 100DaysOfMLCode 100DaysOfMLCode Public

    My progress log and projects I have worked on during the 100DaysOfMLCode challenge

    Jupyter Notebook 12 4

  2. MidtermProject-MLZoomCamp MidtermProject-MLZoomCamp Public

    For my midterm project of the Machine Learning Zoomcamp, I decided to work in the Open Bioinformatics Research Project proposed by Data Professor (https://github.com/dataprofessor). More informatio…

    Jupyter Notebook 9 1

  3. AMPredST AMPredST Public

    Streamlit web application to deploy a machine learning binary classifier to predict the activity of antimicrobial peptides

    Python 7 1

  4. CapstoneProject-MLZoomCamp CapstoneProject-MLZoomCamp Public

    For my capstone project of the Machine Learning Zoomcamp, I decided to work in machine/deep learning binary classifiers to predict the activity of antimicrobial peptides.

    Jupyter Notebook 4 3

  5. Sentiment-analysis-of-Ecuadorian-political-tweets-from-2021election-with-Natural-Language-Processing Sentiment-analysis-of-Ecuadorian-political-tweets-from-2021election-with-Natural-Language-Processing Public

    In this project, we captured sentiments of replies to tweets from two Ecuadorian presidential candidates in the 2021 elections (@LassoGuillermo and @ecuarauz). A model of neural networks was used t…

    Jupyter Notebook 2 1

  6. Project3Period-SysBioMaster Project3Period-SysBioMaster Public

    Jupyter Notebook 2