Adaptive Topologies
Investigating self-organizing maps in resource-constrained environments. We aim for elegance in code.
NSF FundedDepartment of Cognitive Science
To understand
the mind is to
understand ourselves.
My work explores the intersection of neural topologies and ethical boundaries. We seek clarity in the noise of automated systems.
PERCEPTION & ETHICS
Areas of Inquiry
Algorithmic Accountability
Frameworks for auditing bias. Justice is not a variable, but a constant foundation.
In ProgressSelected Writings
The Paradox of Automation
2024Naranjo, E., & Chen, S. — Journal of AI Research
Gradient Descent Strategies
2023Rodriguez, M. & Naranjo, E. — NeurIPS
Pedagogy
"We do not learn for school, but for life."
Fall 2024
Intro to Machine Learning
Spring 2024