Iván Trujillo Abella

Economist, M.Sc. in Artificial Intelligence, and currently pursuing an M.Sc. in Mathematics at the Pontificia Universidad Javeriana. His interests include optimization, machine learning, agent-based modeling, game theory, and quantitative methods for decision-making.

This microsite presents educational materials, research projects, and teaching resources in statistics, economics, data science, and artificial intelligence, with practical implementations in Python and evolutionary computation.

Website: ai-page.readthedocs.io

About this site

This platform provides educational content on:

  • Probability and statistics

  • Machine learning

  • Optimization and metaheuristics

  • Game theory and Agent-Based models.

Areas of specialization

  • Machine Learning applied to Economics

  • Metaheuristic Optimization (Genetic Algorithms, Grey Wolf Optimizer, Ant Colony, …)

  • Agent-Based Modeling (ABM)

  • Credit Risk Modeling

  • Game Theory

Topics

  • Data mining:

    • Clustering

    • Apriori

  • Machine learning:

    • Linear Regression

    • Logistic Regression

    • Neural Networks

    • Support Vector Machine

  • Genetic algorithms

  • Probability and statistics:

    • Hypothesis testing

    • Comparing groups

  • Economics:

    • Microeconomics

    • Economic Growth