University research

Applied AI Research

Simulation automation, data processing, and machine learning model evaluation for academic projects.

Universidad Politecnica Salesiana Feb 2025 - Apr 2026 Research assistant

Impact

Adds experimental reproducibility, technical documentation, and comparative analysis for computer vision and NLP projects.

Contributions

  • Developed Python and Bash scripts to automate simulations and data processing.
  • Implemented and evaluated computer vision and natural language processing models.
  • Documented experiments, findings, and results for academic review.
  • Collaborated with professors and researchers on approach comparison and metrics.

Architecture

  • Reproducible pipelines to execute experiments and prepare data.
  • Separation between processing, evaluation, and result reporting.
  • Script versioning and documentation for review.
  • Comparable metrics to analyze model performance.