research Climate change conditions Development of predictive models using machine learning for decision-making in blueberry production under current and projected climate change conditions (2018-2020) Underground Mining Intelligent Technology Transfer for Safety in Small-Scale Underground Mining of Mining District 55 Chancón (2020-2024) Pediatric crisis risk Development and evaluation of data mining algorithms for predicting crisis risk in outpatients of a pediatric hospital FONDEF Idea-CONICT (2014-2016) Reach-to-grasp movements Characterization of reach-to-grasp movements based on active perception systems (2011-2013) Graphite Brush Wear Sensor Development of equipment for measuring, recording, and alerting wear of graphite brushes in direct current motors for mining equipment with high operational criticality (2015) Particle size distribution Determination of soil particle size distribution curve through in-depth optical analysis (2018) Multiple View Visual Inspection This project aims to develop a machine to evaluate the quality of wine glass bottles. My research consists in generating a robust multiple view inspection scheme in a non-calibrated way (2006-2010). IoT-based Remote Monitoring Development of a monitoring system based on IoT systems (2017-2018) Intelligent image recognition system Development of a prototype for an intelligent image recognition system to optimize the SAG mineral grinding process through rational use of grinding media (2017-2018) Fish image segmentation This project aims to create a platform for histological analysis of different microscopy sections of fish. This includes the analysis of muscle fibers, intestinal fibers (fiber length), foveal structures, among others (2021-2023). work
