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santiagoferreiros/README.md

Hi there ๐Ÿ‘‹, I am Santiago ๐Ÿ˜Š

I'm independent machine learning engineer and university professor with more than 15 years of experience teaching engineering subjects in the fields of mathematics and programming. I'm interested in developing my professional career in machine learning applying my acquired knowledge and experience at implementing systems with a positive impact on our society.

Currently:

  • ๐Ÿ‘จโ€๐Ÿ’ป Working on Computer Vision using CNN, GAN's and Transformers.
  • ๐Ÿ‘จโ€๐ŸŽ“ Learning Generative Adversarial Networks (GAN's) and Difusion Models.
  • ๐Ÿ‘จโ€๐Ÿซ Teaching Maths and Programming at University (UTN - FRBA).
  • ๐Ÿ‘จโ€๐Ÿ”ฌ Researching in Signal Processing using entropy and complexity measures.
  • ๐Ÿ•ต๏ธโ€โ™‚๏ธ Iโ€™m looking to collaborate on Data Science and Machine Learning projects.

Machine Learning projects:

  • ๐Ÿ“ Student feedback sentiment analysis using logistic regression.
  • ๐ŸŽ“ Recommendation system to support learning process using KNN (K-Nearest Neighbor).
  • ๐Ÿ Predict cannabis consumption level according to personality.
  • โค Classification of cardiac arrhythmias using CNN (convolutional Neural Networks).

Programming Languages:

  • ๐Ÿ Python
  • ๐Ÿ—ƒ๏ธ SQL
  • ๐ŸŒ˜ C / C++
  • ๐Ÿค– Arduino
  • ๐Ÿ“ Matlab / Octave

Tools:

  • :octocat: GitHub / ๐ŸฆŠ GitLab
  • ๐Ÿ†š Visual Studio Code / ๐ŸŒ• JupyterLab
  • โ˜ AWS
  • ๐Ÿณ Docker
  • ๐Ÿ“ฎ Postman
  • ๐Ÿง Linux
  • ๐Ÿ“… Jira / Asana / Trello
  • ๐Ÿ—ฃ๏ธ Slack / Discord

Popular repositories

  1. SSL-Flex-Bison-Examples SSL-Flex-Bison-Examples Public

    Repositorio con ejemplos

    Makefile 4 6

  2. SSL-C-Code-Examples SSL-C-Code-Examples Public

    Repositorio con ejemplos de cรณdigo en lenguaje C

    3

  3. santiagoferreiros santiagoferreiros Public

  4. MS-Numerical-Methods MS-Numerical-Methods Public

  5. MS-Signal-and-System-Analysis MS-Signal-and-System-Analysis Public

    Jupyter Notebook