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sayalaruano/README.md

Hi 👋, I'm Sebastián

I am a researcher and freelance data scientist with six years of experience in Bioinformatics and Cheminformatics at various laboratories. My current research interests are centered on network science, deep learning, and software development to study complex biological systems. I am an active member of several research, open-science, and software development communities ( The Turing Way, Open Life Science, Streamlit Creators, ISCBSC, and The Carpentries) and have led initiatives that advance Bioinformatics in Ecuador and Latin America.

sayalaruano

  • 🔭 I’m currently working on Network Science, Deep Learning, and Software Development to study complex biological systems.

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

  • 🤝 Communities: The Turing Way, Open Life Science, Streamlit Creators, ISCBSC, and The Carpentries.

  • 👨‍💻 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 Loading

  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 10 1

  3. AMPredST AMPredST Public

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

    Python 10 2

  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 5 3

  5. DengueDrugRep DengueDrugRep Public

    A project to predict new repurposed drugs for dengue using a biomedical knowledge graph and graph neural networks.

    Jupyter Notebook 3

  6. 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