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  • Universidad Nacional Autónoma de México
  • Mexico City

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ak3sit0/README.md


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Theoretical and Computational Statistical Physicist

Complex Systems · Many-Body Physics

Computational Algorithms · Data Science


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Tech stack


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Education

2025–2027 MSc. in Physics (Ongoing)
Universidad Nacional Autónoma de México

2020–2025 BSc. in Physics
Universidad Nacional Autónoma de México


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Publications (Coming Soon...)

Contact
akejja@estudiantes.fisica.unam.mx


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Pinned Loading

  1. bayesian-mcmc-cosmologybayesian-mcmc-cosmologyPublic

    From-scratch Metropolis–Hastings MCMC for Bayesian inference — fitting cosmic-chronometer H(z) data and testing ΛCDM vs dynamical dark energy with Gelman–Rubin diagnostics and AIC/BIC model selection.

    Jupyter Notebook 1

  2. mexico_city_urban_network_analysismexico_city_urban_network_analysisPublic

    Multiplex network model of Mexico City's public transit system (Metro, Metrobús, Trolebús, RTP, and 6 more) from GTFS data, for studying cascading failure resilience and passenger flow.

    Python 3 1

  3. roAp-oscilation-analysisroAp-oscilation-analysisPublic

    Python framework for asteroseismic analysis of rapidly oscillating Ap (roAp) stars using TESS mission data.

    Jupyter Notebook

  4. HHSA.jlHHSA.jlPublic

    Pure Julia implementation of Holo-Hilbert Spectral Analysis (HHSA). Detects hidden multiplicative modulations and non-linear interactions in signals where Fourier analysis fails.

    Jupyter Notebook

  5. computational--statistical-physicscomputational--statistical-physicsPublic

    Computational models of statistical physics and complex systems in Julia. Includes Monte Carlo simulations (Ising, XY), Vicsek flocking model, Kuramoto synchronization, and stochastic processes.

    Jupyter Notebook

  6. SDSS-astronomical-classificationSDSS-astronomical-classificationPublic

    This repository compares classical ML baselines with a deep neural network for automated photometric object classification in the Sloan Digital Sky Survey (SDSS) 3-class classification of STAR / GA…

    Python