I'm a mathematician, backend developer, data scientist and researcher passionate about math, deep learning and developing Python software.
- AI applications in Hamiltonian systems
- Teaching Python programming in higher education
- Data analysis and visualization
- "SymFlux: deep symbolic regression of Hamiltonian vector fields.", Prepint, 2025 - arXiv.
With P Suárez-Serrato. - "Space filling positionality and the Spiroformer.", forthcoming in Geometric Science of Information. GSI 2025. Lecture Notes in Computer Science, 2025 - arXiv.
With P Suárez-Serrato & M. Maurin. - "Motivación Pythoniana: Una estrategia efectiva para estimular el aprendizaje en estudiantes de la Universidad Rosario Castellanos", Latam: revista latinoamericana de Ciencias Sociales y Humanidades, 2024 – 10.56712/latam.v5i4.2516.
With G Bailón-Solano. - "On computational Poisson geometry II: Numerical methods", Journal of Computational Dynamics, 2021 – 10.3934/jcd.2021012.
With P Suárez-Serrato & J Ruíz. - "On computational Poisson geometry I: Symbolic foundations", Journal of Geometric Mechanics, 2021 – 10.3934/jgm.2021018.
With P Suárez-Serrato & J Ruíz.