Projects
NeumonIA
View project →Progressive web app that classifies chest X-rays with AI directly in the browser using ONNX Runtime Web, without sending medical data to a remote server.
Anxiety Detection in Classrooms
View project →Computer vision system based on YOLO11-pose to identify anxious states through student movement patterns in classrooms at Universidad del Bío-Bío.
Valorant Character Detection
View project →Practical computer vision project based on YOLO11 for detecting characters of a specific role in the Valorant video game using a custom dataset.
petly
View project →Web application for pet care management. Combines clinical history with alerts, a forum, service and lost-pet maps, and a community marketplace.
Automatic Comments in PDF Reports
View project →Internal web application for a Chilean road safety company that generates automatic comments in PDF reports generated in Power BI.
Pneumonia Prediction in Chest X-Ray Images
View project →DenseNet-201 architecture applied to classify chest X-rays and predict pneumonia presence using the public Chest X-Ray Images dataset.
bikefy
View project →Platform for bicycle workshop management that tracks inventory, repairs, and finances in one place, replacing spreadsheets and cutting manual errors.