I am a post-doctoral Research Fellow in the Centre for Learning Analytics at Monash University, Australia and an Assistant Professor at ESPOL, Ecuador.
My research is focused on the design, development, and evaluation of digital technologies that are customized to meet the specific needs of stakeholders. I delve into the richness and complexity of both physical and digital environments, utilizing advanced analytics and user-centered design methods to capture behavioral and interactional multimodal data through a variety of sensors, devices, and software. These data streams are complex yet informative and provide critical insights that support the development of digital tools (i.e., dashboards) designed to enhance and extend the capabilities of our stakeholders.
My work is situated in a transdisciplinary research space where I leverage the disciplines of Human-Computer Interaction (HCI) and Artificial Intelligence (AI), fostering co-design approaches with users to ensure that intelligent solutions are not only adaptable but also adopted according to users' needs. The practical applications of my research have been applied in educational contexts, from K-12 to higher education, by supporting the development of STEM skills, advancing healthcare education, and facilitating team-based learning.
Human-Centred AI design
team-based learning and collaboration
applications of AI
PhD in Learning Analytics | 2020
MSc in Artificial Intelligence | 2013
BSc in Computer Science | 2010