research Machine Learning for Blueberry Production Under Climate Change Predictive models for harvest timing and quality of the Rocío blueberry variety using IoT sensor networks - Hortifrut & UAI, CORFO (2018–2020). Smart Safety Sensor for Underground Mining Wireless portable instrument for measuring split-set anchor bolt opening in small-scale underground mines (2020–2024). Pediatric e-Health Remote Monitoring Platform IoT-based remote monitoring system and personalized data mining models for predicting respiratory crisis risk in chronic pediatric patients — FONDEF CONICYT (2014–2016). FishHisto — Histological Image Analysis Platform Digital platform for automated segmentation and quantification of fish tissue sections for aquaculture and ichthyology research (2021–2023). Reach-to-Grasp Movement Detection via Eye–Hand Coordination A multimodal computer vision system that fuses eye-tracker and wrist-mounted camera data to detect and predict grasping movements using Hidden Markov Models — without markers on objects (2011–2013). Inline Force Sensor for Electric Motor Inspection in Mining Design, development and evaluation of a new inline force sensor and automated inspection protocol (2015–2018). Multiple View Visual Inspection of Glass Bottlenecks Automated visual inspection system for wine glass bottles using uncalibrated multiple-view analysis (2006-2010). IoT-Based Remote Monitoring for Critical Infrastructure Design and deployment of a real-time IoT monitoring system for industrial freezer units and server rooms (2017–2018). Particle Size Distribution via In-Depth Optical Analysis Design of a vision-based optical sensor integrated into a CPTu geotechnical probe (2018). Intelligent Image Recognition for SAG Mill Grinding Media Computer vision prototype for automated detection, classification and measurement of steel grinding balls (MMS) (2017–2018). Online Control System for Manufacturing Real-time production control system for PRODIN, a mining spare parts manufacturer — integrating Job Shop optimization, operator interfaces, and live workshop monitoring (2016–2017). Real-Time Visual Inspection for Poultry Processing Computer vision MVP for automated fat segmentation and quality grading of turkey carcasses on a live production line — (2022). Real-time monitoring of concrete curing Sensor network system for real-time monitoring of concrete curing (2018). work
