Data science · generative AI · statistics
Teaching
Courses at the intersection of data science, artificial intelligence and statistical analysis — taught with an applied philosophy: advanced computational tools solving concrete engineering and public-sector problems.
Generative Artificial Intelligence
Spring 2025, Spring 2026Universidad de Concepción·Professor / Lecturer
Foundations and applications of generative models: architectures, fine-tuning and practical implementation for complex engineering and data challenges — the flagship AI course.
Data Visualization
Fall 2024, Fall 2025, Fall 2026Universidad de Concepción·Professor / Lecturer
Theory and practice of visual data communication: effective, interactive visualizations that uncover insight in high-dimensional datasets, from DataChile-style observatories to executive dashboards.
Multivariate Statistical Analysis
Fall 2025, Fall 2026Universidad de Concepción·Professor / Lecturer
Core statistical techniques — linear and logistic regression, PCA — applied to real industrial-engineering scenarios.