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Maleniski/README.md

👋 Hello! I'm María Elena Martínez Manzanares, a.k.a. Malena Manzanares

I'm a mathematician and data scientist with a passion for stochastic control processes, Markov processes, and the intersection of mathematics and data science. I hold a PhD in Mathematics, and my academic journey includes:

  • PhD in Mathematics (2024)
  • Master's Degree in Mathematics (2020)
  • Master's Degree in Data Science (2024)
  • Bachelor's Degree in Mathematics (2018)
  • Bachelor's Degree in Mathematics Education (2023)

Currently, I work as an AI Developer, and my research experience expands to probability, stochastic control processes, Markov processes, NLP, and teaching and learning processes of statistics at the university level.


🌟 Featured Projects

  • SemiMarkov-MeanField: A repository showcasing a board that demonstrates part of my doctoral work related to semi-Markov control processes and mean-field theory.

  • Empirical-JobModel-HLP: This project focuses on developing a model to calculate the affinity between candidates and job descriptions, specifically in the fields of data science and software development in the Mexican context. The related article is published in Applied Artificial Intelligence here.

  • LLM Content Collection: A collaborative project with the University of Sonora to collect educational content ralted to Large Language Models.

  • Diccionario de Anglicismos y Tecnicismos en México: A structured dictionary compiling anglicisms and technical terms commonly used in software and data science in Mexico. This resource aims to help newcomers in these fields become familiar with terms that might be unfamiliar at the start of their careers.


🌐 Connect with Me


I'm passionate about learning, and sharing knowledge in mathematics and data science. If you're interested in these areas or would like to collaborate, feel free to reach out!

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  1. ing-caracteristicas-migrantes-sonora-arizona ing-caracteristicas-migrantes-sonora-arizona Public

    Archivos relativos al tablero de migrantes Sonora-Arizona.

    Python

  2. Empirical-JobModel-HLP Empirical-JobModel-HLP Public

    This repository contains resources related to, using resumes and job descriptions, the design of a system that enables the classification as suitable and not suitable between candidates and job pos…

    Jupyter Notebook

  3. EduStatTech-SRLE EduStatTech-SRLE Public

    This repository offers a collection of research instruments designed for a comparative study on pedagogical technology integration using SRLE model.

  4. SemiMarkov-MeanField SemiMarkov-MeanField Public

    Dashboard documentation for the simulating the evolution of object proportions under a mean field approach.

    Python

  5. diccionario-angl-tec-mx diccionario-angl-tec-mx Public

    Diccionario de anglecismos y tecnicismos en software y datos en MX.

    Jupyter Notebook

  6. mcd-unison/llm mcd-unison/llm Public

    Material sobre Grandes Modelos de Lenguajes (LLM) realizado en forma colaborativa. Se espera poder emigrar pronto a una asociación propia, haciendo este espacio abierto no solo a la MCD o a la Univ…

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