Academic Projects
Health Data Analysis
Exploratory analysis of clinical datasets to identify patterns and extract meaningful insights.
- Data cleaning and preprocessing
- Statistical analysis
- Data visualization
Machine Learning in Healthcare
Application of supervised and unsupervised learning techniques to biomedical data.
- Classification models
- Model evaluation and validation
- Feature selection
Technical Skills Applied
- Programming: Python, R, C#, bash, C, Java
- Data Analysis: Pandas, NumPy
- Visualization: Matplotlib, ggplot2
- Bioinformatics: Genomic data analysis
Undergraduate Thesis Project
Rehabilitation Orthosis and Serious Game for Post-Stroke Recovery
Development of an assistive rehabilitation system during a ~450-hour internship at the Robotics Center of Valladolid (ITAP).
- Design and implementation of a functional orthosis for motor rehabilitation
- Development of a serious game to support patient engagement and recovery
- Focus on patients with chronic mobility impairment following stroke (CVA)
- Integration of engineering, healthcare, and user-centered design
This project combined biomedical engineering and rehabilitation technologies to enhance patient recovery and improve quality of life.