All projects

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.

• React
• TypeScript
• TailwindCSS
• ONNX
• Python
• Ultralytics
• Vite

Computer vision system based on YOLO11-pose to identify anxious states through student movement patterns in classrooms at Universidad del Bío-Bío.

• Python
• YOLO11
• PyTorch
• OpenCV
• Roboflow

Practical computer vision project based on YOLO11 for detecting characters of a specific role in the Valorant video game using a custom dataset.

• Python
• YOLO11
• PyTorch
• OpenCV
• Roboflow

Web application for pet care management. Combines clinical history with alerts, a forum, service and lost-pet maps, and a community marketplace.

• Next.js
• TypeScript
• TailwindCSS
• Supabase
• Prisma ORM
• Mapbox

Internal web application for a Chilean road safety company that generates automatic comments in PDF reports generated in Power BI.

• Vite
• React
• TypeScript
• TailwindCSS
• FastAPI
• Python
• GPT-4o-mini

DenseNet-201 architecture applied to classify chest X-rays and predict pneumonia presence using the public Chest X-Ray Images dataset.

• Python
• TensorFlow
• Scikit-learn
• Matplotlib
• Docker

Platform for bicycle workshop management that tracks inventory, repairs, and finances in one place, replacing spreadsheets and cutting manual errors.

• Next.js
• JavaScript
• TailwindCSS
• Express
• PostgreSQL