Projects
01 02 03
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.
Python YOLO11 PyTorch OpenCV Roboflow
View project → 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.
Python YOLO11 PyTorch OpenCV Roboflow
View project → petly
View project →Web application for centralized pet care management. Integrates clinical history with alerts, forum, interactive service and lost pet maps, and a community marketplace.
Next.js TypeScript TailwindCSS Supabase Prisma ORM Mapbox
View project → Experience
Universidad del Bío-Bío Concepción, Chile
Software Engineering Teaching Assistant
Mar 2025 — Jan 2026 Academic
- Technical mentoring and code reviews for semester-long projects.
- Evaluation of deliverables ensuring compliance with functional requirements and Clean Code.
Clean Code SOLID JavaScript Express PostgreSQL Git
MIGTRA Santiago, Chile
Full Stack Developer
Jan 2025 — Mar 2025 Internship
- Designed an automated report comment system integrating Generative AI.
- Implemented prompts for the AI agent.
- Microservices architecture for LLM-to-client communication.
- Modern and intuitive interface.
Python FastAPI Vite React TypeScript OpenAI API Git
Universidad del Bío-Bío Concepción, Chile
Junior Data Scientist
Nov 2024 — Mar 2025 Research
- ML algorithms for combinatorial optimization problems (TSP).
- Data lifecycle management.
Python Pandas Scikit-learn Machine Learning
City Lab Bíobío Concepción, Chile
Full Stack Developer
Nov 2023 — Feb 2024 Internship
- Augmented Reality mobile app for 3D urban visualization.
- REST API for streaming 3D assets from the cloud.
Unity C# Python FastAPI AWS S3 Git