Data · open source · MIT
HyetiaScan2
Rainfall analysis from rain-gauge CSV series: event detection, Huff curves and data cleaning. Streamlit app, CLI and Python module. Co-authored with Mónica Gallego.
Hydrology · sewer analytics · AI
Research
Papers, talks and open methods from applied work in water and sewer engineering.
Publications, talks and recognitions
2024
Temporal distribution and recurrence curves of rainfall in the Aburrá Valley
XXXI Latin American Hydraulics Congress (IAHR), Universidad de Medellín, Oct 1–4. Oral presentation, co-author, with M. Gallego, M. Cárdenas-Quintero, A. Jaramillo and J. Urán. Full paper in the proceedings (ISBN 978-90-834302-6-3), pp. 458–466.
2024
Predicting sewer pipe deterioration with CCTV and artificial intelligence
Same congress. Oral presentation, co-author, with M. L. Gallego Jaramillo. Full paper in the proceedings, pp. 1928–1936.
2023
A model to predict sewer pipe deterioration using artificial intelligence
10th Grupo EPM Suppliers and Contractors Meeting, Technical Sessions, Medellín, Sept 27. Co-presenter, with M. L. Gallego Jaramillo.
2026
Artificial Intelligence Hackathon, Beca Ser ANDI program
ANDI Antioquia chapter; run by NODO, Universidad EAFIT. June. Certificate of participation.