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Sebastian Aguilera Novoa saguileran

Physicist interested in numerical methods and machine learning applications to physics. I also like electronics and love wave simulations.

  • Institute of Mathematics, Statistics, and Computer Science, University of Sรฃo Paulo (IME-USP),

  • Sao Paulo, Brazil
  • 18:19 (UTC -03:00)
  • www.saguileran.co/

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Hey there โœŒ๐Ÿฝ, I'm Sebastian

wakatime



Bio

  • ๐Ÿ’ป I am currently pursuing a master's degree in Computer Science at IME, University of Sรฃo Paulo, as part of the Computer Music Research Group.
    • I hold a bachelor's degree in Physics from the Universidad Nacional de Colombia ๐ŸŽ“.
  • ๐Ÿ› ๏ธ My current projects include:
    • ๐Ÿ”Š Wavesongs - A python package to create animal sounds from recordings using sound analysis, dynamical system, and numerical optimization.
    • ๐Ÿฆ BirdSongs โ€“ Automating the generation of bird songs using nonlinear models and numerical optimization techniques.
  • ๐Ÿ’ผ Previous projects:
    • ๐ŸŽถ maad-toolbox โ€“ Contributed to the sound analysis toolbox by implementing functions for extracting acoustic features.
    • ๐Ÿง‘๐Ÿฝโ€๐Ÿซ uETITC - Developed material for software engineering courses at the Escuela Tecnolรณgica Instituto Tรฉcnico Central (ETITC).
    • ๐Ÿงฌ MR-AS4/COL โ€“ Evaluation of the unbinding kinetics of Mineralocorticoid (MR) receptor steroid agonist Cortisol (COL) and Aldosterone (AS4) ligands using Molecular Dynamics (MD) and Monte Carlo (MC) simulations.
    • ๐Ÿซ Aprender โ€“ Frontend and backend development for an educational website integrating Moodle. Also involved in teaching mathematics and physics. This project is currently on hold.
  • โš™๏ธ I work daily with Python, Markdown, and LaTeX. I also have experience with Java, MATLAB, C, C++, HTML, CSS, JavaScript, Julia, and more.
  • ๐Ÿ“— I am continuously learning about Machine Learning, Numerical Methods for Physics, Data Visualization, Sound Analysis, Dynamical Systems, and Numerical Optimization.
  • ๐Ÿ“ซ Feel free to connect with me on LinkedIn or email me at saguileran@ime.usp.nr.
  • ๐Ÿ›๏ธ Side projects and interests:
    • ๐ŸŽต Acoustic instrument simulation: data creation, analysis, processing, and visualization.
    • ๐ŸŽ™๏ธ Field recording of birdsongs and other animal sounds (frogs, primates, owls, and more).
    • ๐Ÿ“ Developing educational question banks using Moodle and ChatGPT.
    • ๐Ÿ’ก Exploring innovative and engaging ways to teach science and programming, leveraging tools like PhET simulations.
  • ๐Ÿงฉ My hobbies include: ๐ŸŽง listening to music, ๐Ÿ“š reading, ๐ŸŽฎ playing video games, ๐ŸŒฑ urban gardening, ๐Ÿšดโ€โ™‚๏ธ cycling, and โœˆ๏ธ traveling.

Skills

OS
AI
Programming
Python Libraries
Cloud
Image Editors
Frameworks
IDE/Editors
Office
Version Control
Audio Editing
Video Editing

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Do not forget visit my homepage www.saguileran.co where you can find some personal information and my current projects.

github homepage linkedin mail

Pinned Loading

  1. Python packing of the physical model motor gestures to characterize and create birdsongs

    Jupyter Notebook 12 6

  2. Proyecto Aprender - PreIcfes

    CSS

  3. Python packing of the physical model motor gestures to characterize and create birdsongs

    Jupyter Notebook 10 1